{"text_format":"1","workbook":"xlsx","n_sheets":67,"sheets":["Introduction","Table of Contents","Regional Definitions","Wind Capacity Growth","Capacity Additions by Gen Type","Capacity Additions by Region","International Wind Ranking","International Wind Penetration","State Wind Deployment","Online Wind Hybrids","All Hybrid Comparison","Generator+Storage Hybrids","All Capacity in Queues","Capacity in Queues, Time+Region","Capacity in Queues, COD+Status","Wind Capacity in Queues, Region","Hybrid Capacity in Queues","Gen+Storage Hybrids in Queues","Queue Completion Rates","Queue Completion Time","OEM Market Share","Manufacturing Facilities","Manufacturing Capability","OEM Profitability","Wind Equip Imports over Time ","Wind Equip Imports by Country","Equip Import by Country by Type","Domestic Content","Project Finance Terms","Capacity by Owner","Capacity by Offtake","Avg Capacity, Height & Diameter","Cap, Height & Diameter Trends","Trends in Specific Power","Wind Resource by Year","Location of Tall Tower & Low SP","Future Total Height Trends","Average Retrofit Tech Change","Capacity Factor in 2020 by COD","Capacity Factor by State","Capacity Factor Drivers","Influence of Specific Power ","Curtailment and Penetration","Inter-Annual Variability","Performance with Project Age","Wind Turbine Prices","CapEx Over Time","CapEx Trend by Region","2020 CapEx by Region","CapEx by Project Capacity","O&M Over Time","O&M by Project Age","Wind PPAs by Project","Wind PPA Average","Level10 Wind PPA Prices","Wind LCOE Over Time","Wind LCOE by Region","REC Prices","Wind & PV PPAs vs Gas","Recent Wind PPAs v Gas Forecast","Market Value and PPAs over Time","2020 Market Value by Location","Value Relative to Flat Block","Health and Climate Benefits","Transmission Build","Integration Cost","Wind Capacity Forecasts"],"not_rendered":{"charts":103,"images":26,"macros":1,"external_links":2,"defined_names":587,"comments":1,"pivot_tables":0},"unopened":[],"bounds":{"document_bytes":16777216,"sheet_cells":100000,"rows_first":2000,"rows_last":500,"rows_between":2000,"halvings":0,"cell_chars":16384,"cell_head_chars":4096},"cells_cut":0,"cells_raw":0,"read":"whole","date_system":"1900"}

{"sheet":"Introduction","index":0,"n_rows":49,"n_cols":6,"rows_kept":49,"cut":false,"hidden":false,"merged":[[48,0,48,18],[45,0,45,18],[31,0,31,18],[32,0,32,18]]}
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[null,null,null,null,null,"Land-Based Wind Market Report"]
[null,null,null,null,null,"2021 Edition"]
[]
[]
[]
[null,null,null,null,null,"Ryan Wiser1, Mark Bolinger1, Ben Hoen, Dev Millstein, Joe Rand, Galen Barbose,"]
[null,null,null,null,null,"Naïm Darghouth, Will Gorman, Seongeun Jeong, Andrew Mills, Ben Paulos"]
[]
[null,null,null,null,null,"Lawrence Berkeley National Laboratory "]
[null,null,null,null,null,"1 Corresponding authors"]
[]
[null,null,null,null,null,"August 2021"]
[]
[]
[null,null,null,null,null,"For additional details and related products, see: windreport.lbl.gov   \n"]
[]
[null,null,null,null,null,"Contact the authors: Ryan Wiser (rhwiser@lbl.gov), Mark Bolinger (mabolinger@lbl.gov)"]
["Photo source: Ed Collier, Ed Collier Photography"]
[]
[]
["Purpose, Scope, and Data"]
["Summarize publicly available data on key trends in U.S. wind power sector. Focus on land-based wind turbines over 100 kW in size. Separate DOE-funded data collection efforts on distributed and offshore wind. Focus on historical data, with some emphasis on the previous year. Data sources include EIA, FERC, SEC, AWEA, etc."]
[]
["Outline of Data File"]
["•  Installation data and trends "]
["•  Industry data and trends"]
["•  Technology data and trends"]
["•  Performance data and trends"]
["•  Cost data and trends"]
["•  Power sales price and levelized cost data and trends"]
["•  Cost and value comparisons"]
["•  Wind capacity forecasts"]
[]
["Acknowledgments"]
["This work was funded by the Wind Energy Technologies Office, Office of Energy Efficiency and Renewable Energy of the U.S. Department of Energy under Contract No. DE-AC02-05CH11231. The authors are solely responsible for any omissions or errors contained herein. "]
[]
["Disclaimer "]
["This work was prepared as an account of work sponsored by an agency of the United States government. Neither the United States government nor any agency thereof, nor any of their employees, makes any warranty, express or implied, or assumes any legal liability or responsibility for the accuracy, completeness, or usefulness of any information, apparatus, product, or process disclosed, or represents that its use would not infringe privately owned rights. Reference herein to any specific commercial product, process, or service by trade name, trademark, manufacturer, or otherwise does not necessarily constitute or imply its endorsement, recommendation, or favoring by the United States government or any agency thereof. The views and opinions of authors expressed herein do not necessarily state or reflect those of the United States government or any agency thereof."]

{"sheet":"Table of Contents","index":1,"n_rows":70,"n_cols":3,"rows_kept":70,"cut":false,"hidden":false,"merged":[]}
[]
[null,"Table of Contents"]
[]
[null,"#","Sheet Name"]
[null,1,"Introduction"]
[null,2,"Regional Definitions"]
[null,3,"Wind Capacity Growth"]
[null,4,"Capacity Additions by Gen Type"]
[null,5,"Capacity Additions by Region"]
[null,6,"International Wind Ranking"]
[null,7,"International Wind Penetration"]
[null,8,"State Wind Deployment"]
[null,9,"Online Wind Hybrids"]
[null,10,"All Hybrid Comparison"]
[null,11,"Generator+Storage Hybrids"]
[null,12,"All Capacity in Queues"]
[null,13,"Capacity in Queues, Time+Region"]
[null,14,"Capacity in Queues, COD+Status"]
[null,15,"Wind Capacity in Queues, Region"]
[null,16,"Hybrid Capacity in Queues"]
[null,17,"Gen+Storage Hybrids in Queues"]
[null,18,"Queue Completion Rates"]
[null,19,"Queue Completion Time"]
[null,20,"OEM Market Share"]
[null,21,"Manufacturing Facilities"]
[null,22,"Manufacturing Capability"]
[null,23,"OEM Profitability"]
[null,24,"Wind Equip Imports over Time "]
[null,25,"Wind Equip Imports by Country"]
[null,26,"Equip Import by Country by Type"]
[null,27,"Domestic Content"]
[null,28,"Project Finance Terms"]
[null,29,"Capacity by Owner"]
[null,30,"Capacity by Offtake"]
[null,31,"Avg Capacity, Height & Diameter"]
[null,32,"Cap, Height & Diameter Trends"]
[null,33,"Trends in Specific Power"]
[null,34,"Wind Resource by Year"]
[null,35,"Location of Tall Tower & Low SP"]
[null,36,"Future Total Height Trends"]
[null,37,"Average Retrofit Tech Change"]
[null,38,"Capacity Factor in 2020 by COD"]
[null,39,"Capacity Factor by State"]
[null,40,"Capacity Factor Drivers"]
[null,41,"Influence of Specific Power "]
[null,42,"Curtailment and Penetration"]
[null,43,"Inter-Annual Variability"]
[null,44,"Performance with Project Age"]
[null,45,"Wind Turbine Prices"]
[null,46,"CapEx Over Time"]
[null,47,"CapEx Trend by Region"]
[null,48,"2020 CapEx by Region"]
[null,49,"CapEx by Project Capacity"]
[null,50,"O&M Over Time"]
[null,51,"O&M by Project Age"]
[null,52,"Wind PPAs by Project"]
[null,53,"Wind PPA Average"]
[null,54,"Level10 Wind PPA Prices"]
[null,55,"Wind LCOE Over Time"]
[null,56,"Wind LCOE by Region"]
[null,57,"REC Prices"]
[null,58,"Wind & PV PPAs vs Gas"]
[null,59,"Recent Wind PPAs v Gas Forecast"]
[null,60,"Market Value and PPAs over Time"]
[null,61,"2020 Market Value by Location"]
[null,62,"Value Relative to Flat Block"]
[null,63,"Health and Climate Benefits"]
[null,64,"Transmission Build"]
[null,65,"Integration Cost"]
[null,66,"Wind Capacity Forecasts"]

{"sheet":"Regional Definitions","index":2,"n_rows":24,"n_cols":1,"rows_kept":24,"cut":false,"hidden":false,"merged":[]}
["Regional boundaries overlaid on a map of average annual wind speed at 80 meters"]
[]
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[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: AWS Truepower, National Renewable Energy Laboratory (NREL)"]

{"sheet":"Wind Capacity Growth","index":3,"n_rows":51,"n_cols":13,"rows_kept":51,"cut":false,"hidden":false,"merged":[]}
["Annual and cumulative growth in U.S. wind power capacity "]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: ACP"]
[]
[null,"Cumulative","Annual","Annual","Annual","Annual","Annual","Annual","Annual","Annual","Annual","Annual","Annual"]
[null,"US","US","Capacity","Capacity","Capacity","Capacity","Capacity","Capacity","Capacity","Capacity","Capacity","Capacity"]
[null,"Wind","Wind","in","in","in","in","in","in","in","in the","in the","in the"]
[null,"Capacity","Capacity","CAISO","ERCOT","SPP","MISO","PJM","NYISO","ISO-NE","West (non-ISO)","Southeast (non-ISO)","Noncontiguous US"]
[null,"(GW)","(GW)","(GW)","(GW)","(GW)","(GW)","(GW)","(GW)","(GW)","(GW)","(GW)","(GW)"]
[1998,1.512,0.14232,0,0,2.16E-3,0.11343,0,0,0,2.6729999999999997E-2,0,0]
[1999,2.431,0.89246999999999999,0.25441999999999998,0.14432,3.5700000000000003E-3,0.38930999999999999,0,0,0,9.3074999999999991E-2,0,5.7499999999999999E-4]
[2000,2.5019999999999998,7.0955000000000004E-2,0.01,0,0,1.188E-2,1.04E-2,1.8149999999999999E-2,0,1.8345000000000004E-2,1.98E-3,1E-4]
[2001,4.1950000000000003,1.6919999999999999,6.6599999999999993E-2,0.8309200000000001,0.19642599999999999,0.14229000000000003,2.4E-2,0.03,6.6E-4,0.39956000000000003,0,0]
[2002,4.6029999999999998,0.40899999999999997,0.10242,0,2.7080000000000003E-3,0.11573,6.6000000000000003E-2,2.5000000000000001E-4,0,0.12340000000000001,0,1E-4]
[2003,6.2679999999999998,1.665,0.20250000000000001,0.19750000000000001,0.18131999999999998,0.32762000000000002,0.14849999999999999,0,0,0.60731600000000008,1E-4,0]
[2004,6.665,0.39600000000000002,9.3530000000000016E-2,0,0.06,0.20461800000000002,3.5999999999999999E-3,0,0,7.4999999999999997E-3,2.7E-2,1.4999999999999999E-4]
[2005,9.0459999999999994,2.3820000000000001,5.9749999999999998E-2,0.67176000000000013,0.64759999999999995,0.35576000000000002,6.2145000000000006E-2,0.13694999999999999,1E-4,0.44005,0,2.9999999999999997E-4]
[2006,11.512,2.4660000000000002,0.21199999999999999,0.73370000000000002,0.20050000000000001,0.33038000000000001,5.0224999999999999E-2,0.18480000000000002,1.3470000000000001E-2,0.68759999999999999,0,4.0775000000000006E-2]
[2007,16.765000000000001,5.2530000000000001,6.3E-2,1.5366,0.40720000000000001,0.86194999999999999,0.70669999999999999,5.45E-2,3.4500000000000003E-2,1.5670500000000003,0,2.1000000000000001E-2]
[2008,25.135000000000002,8.3699999999999992,8.8999999999999996E-2,2.5615000000000001,0.89429999999999987,3.0618099999999999,0.53970000000000007,0.28199999999999997,2.9799999999999997E-2,0.90259999999999996,0,1.7250000000000002E-3]
[2009,35.130000000000003,9.9969999999999999,0.16122500000000001,2.0191599999999998,1.0690999999999999,1.7644499999999996,1.7202579999999998,0.5675,0.13764999999999994,2.5601500000000001,1E-4,5.5999999999999999E-3]
[2010,40.345999999999997,5.218,0.4395,0.65397000000000005,0.8298000000000002,0.88752000000000009,0.97720000000000029,2.0000000000000001E-4,9.8099999999999979E-2,1.3317000000000001,0,2E-3]
[2011,46.779000000000003,6.6040000000000001,0.92330000000000012,0.19950000000000001,1.0231000000000001,2.0381,0.56725000000000003,0.12855,0.1983,1.7114500000000001,0,0.03]
[2012,60.067,13.34,1.6581799999999998,1.5040800000000001,3.0378499999999997,2.246855,1.612355,0.23669999999999999,0.31697500000000001,2.2355750000000003,0,0.28710000000000002]
[2013,61.137,1.087,0.26911000000000002,0.1411,0.32855000000000001,0.22134999999999999,4.3E-3,8.4240000000000009E-2,3.3599999999999997E-3,3.1800000000000002E-2,0,3.5250000000000004E-3]
[2014,65.873999999999995,4.8570000000000002,0.1069,1.54939,1.2412000000000001,1.1324080000000001,0.24174999999999999,2.5920000000000002E-2,9.1500000000000001E-3,0.54712000000000016,0,0]
[2015,73.891000000000005,8.5990000000000002,0.19390000000000002,3.5954800000000002,2.7406599999999997,1.08,0.36210000000000003,1.1000000000000001E-3,0.1925,0.42879999999999996,0,0]
[2016,82.007000000000005,8.2029999999999994,0,2.6109400000000003,3.117235,1.278797,0.42869999999999997,7.7700000000000005E-2,0.3407,0.34855000000000003,0,0]
[2017,88.963999999999999,7.0170000000000003,4.9700000000000001E-2,1.946315,2.363985,1.0436700000000001,0.80625000000000002,1.5E-3,5.4299999999999994E-2,0.74750000000000005,0,3.3E-3]
[2018,96.382999999999996,7.5880000000000001,0.32985000000000003,2.1244000000000001,1.9669749999999997,1.6901499999999998,0.50949999999999995,0.15840000000000001,2.2499999999999999E-2,0.78570999999999991,0,8.9999999999999998E-4]
[2019,105.119,9.1370000000000005,0.13279999999999997,3.4599700000000002,1.2129699999999999,3.0743049999999998,0.63985500000000006,0,3.8399999999999997E-2,0.57745000000000002,0,8.9999999999999998E-4]
[2020,121.985,16.835999999999999,0.111,4.1371749999999992,3.8896100000000011,3.9695700000000005,0.83605999999999991,0,7.2599999999999998E-2,3.3136950000000001,0.47849999999999998,2.7600000000000003E-2]

{"sheet":"Capacity Additions by Gen Type","index":4,"n_rows":32,"n_cols":24,"rows_kept":32,"cut":false,"hidden":false,"merged":[[22,1,22,23]]}
["Relative contribution of generation types in annual capacity additions"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: ABB, ACP, Wood Mackenzie, Berkeley Lab"]
[]
[null,"Nameplate Capacity Additions (GW)"]
["Generation Type",1998,1999,2000,2001,2002,2003,2004,2005,2006,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020]
["Wind",0.14232,0.88527,7.0854999999999987E-2,1.6904560000000002,0.41060800000000008,1.6648559999999999,0.39639800000000003,2.3744150000000004,2.4534499999999997,5.2524999999999995,8.3624349999999978,10.005193000000007,5.2199900000000099,6.8195500000000004,13.008069999999998,1.0865100000000001,4.8538380000000005,8.5976500000000016,8.2026219999999999,7.016519999999999,7.5880850000000004,9.1366499999999995,16.835809999999999]
["Solar",1.6116919195678272E-3,2.457953912124851E-3,3.3922735426890741E-3,9.8742622800720263E-3,1.9772099407599039E-2,3.9493616035534196E-2,5.0215484870708281E-2,6.8876473826191123E-2,9.2035301386066401E-2,0.21107863431146962,0.26884739999999996,0.39470691000000013,0.77644971406218732,1.5992844091199998,2.6975668271500002,4.2352610400199984,5.7669383099061555,6.1356572325623917,12.026233245564338,8.9497184143949706,8.7285878747146572,10.866639266981084,15.28498950330774]
["Other renewable",0.34938700000000006,0.40942000000000012,0.17577000000000001,0.62293999999999783,0.42131500000000011,0.33204000000000056,0.20831499999999997,0.11469999999999995,0.41683999999999999,0.54469500000000093,0.46920800000000107,0.6913599999999992,0.41908600000000101,0.79734800000000028,1.1535980000000001,1.456546999999998,0.68157500000000037,0.49753700000000034,0.51510300000000009,0.526833,0.37800000000000006,0.30357300000000015,0.26380999999999999]
["Gas",3.0108999999999999,10.600925,29.220832999999992,49.329300000000025,71.36114500000005,55.044325999999998,27.254529999999999,19.436689999999992,10.771980000000001,8.4049359999999993,10.500351999999999,12.027325000000001,7.3622120000000022,12.014277,9.7503380000000011,7.8663979999999984,8.9910099999999993,6.5601000000000003,9.2746999999999993,12.376920000000002,21.702491999999999,8.8008070000000007,7.8407]
["Coal",7.0499999999999993E-2,0.37119999999999997,0.18049999999999999,0,0.5242,0.09,0.74199999999999999,0.37269999999999998,0.60470000000000002,1.513504,1.591,3.5987000000000005,6.0142980000000001,1.7349989999999997,4.76,1.8125,0.1062,5.4999999999999997E-3,0,0,0,1.7000000000000001E-2,0]
["Other non-renewable",0.22756000000000018,0.30192300000000022,1.3343019999999977,0.81769999999999865,1.1812500000000001,0.40589999999999993,0.52399999999999991,0.25727000000000017,0.34469800000000017,0.370585,0.14400100000000005,0.25168499999999994,1.188299999999999,0.84597499999999981,0.30598000000000009,0.13888999999999996,0.18594799999999997,0.18810000000000004,1.4282999999999999,0.11054999999999994,8.0199999999999994E-2,9.0299999999999978E-2,3.0000000000000002E-2]
["Total",3.8022786919195677,12.571195953912126,30.985652273542676,52.470270262280096,73.918290099407642,57.576615616035539,29.17545848487071,22.624651473826184,14.683703301386068,16.297298634311467,21.335843399999998,26.968969910000009,20.9803357140622,23.811433409119999,31.675552827149996,16.596106040019993,20.585509309906154,21.984544232562396,31.446958245564339,28.98054141439497,38.477364874714659,29.214969266981083,40.255309503307735]
["Wind % of Total",3.7430186351792696E-2,7.0420507583012104E-2,2.2867035160173163E-3,3.2217406000579298E-2,5.5548903992205653E-3,2.8915489078109768E-2,1.3586693083351442E-2,0.10494813600761513,0.1670865959112921,0.32229267671033929,0.39194302485366006,0.37098906756131289,0.24880393103058304,0.28639812995836067,0.41066591863395735,6.5467766799029881E-2,0.23578906535308494,0.3910770179745458,0.2608399176781111,0.24211141881962261,0.19720906108584632,0.31273864834512394,0.41822582431310379]

{"sheet":"Capacity Additions by Region","index":5,"n_rows":33,"n_cols":11,"rows_kept":33,"cut":false,"hidden":false,"merged":[]}
["Generation capacity additions by region over last ten years: 2011-2020"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: ABB, ACP, Wood Mackenzie, Berkeley Lab"]
[]
[null,null,null,null,"Cumulative Capacity Additions (GW): 2011-2020"]
["Generation Type","SPP","ERCOT","MISO","West (non-ISO)","ISO-NE","PJM","NYISO","CAISO","Southeast (non-ISO)","U.S.\nTotal*"]
["Wind",20.925235000000004,21.268360000000005,17.774905,10.727649999999997,1.2487849999999998,6.0051199999999998,0.71411000000000002,3.7747399999999995,0.47849999999999998,83.145304999999979]
["Solar",0.76333559327986367,5.9511682054654118,3.2980156215336738,13.039736637260933,4.2132188832869257,9.6512733368068488,2.3012930506405702,23.888237029731304,12.022096140505717,76.290739758672174]
["Other renewable",0.11529899999999994,0.22549999999999998,0.75164200000000103,2.2269470000000005,0.18983800000000001,0.79774100000000003,8.4110000000000018E-2,0.38324799999999992,1.4972439999999958,6.5739239999999981]
["Natural Gas",4.3769980000000039,10.281559999999997,9.0627399999999962,7.05342,3.6659809999999999,31.148944000000039,3.1057299999999994,7.8713950000000024,27.987340000000007,105.17774200000004]
["Coal",1.6426999999999998,1.008,3.377999,0,0,1.478,3.0000000000000001E-3,0,0.90949999999999998,8.4361989999999984]
["Other non-renewable",9.7597999999999976E-2,0.40109999999999996,0.22190000000000004,0.1071,0.50437100000000001,0.26103000000000021,9.5500000000000071E-2,0.14592499999999994,1.4430190000000003,3.404243000000001]
["Total",27.921165593279873,39.135688205465414,34.487201621533671,33.154853637260935,9.8221938832869267,49.342108336806888,6.3037430506405698,36.063545029731301,44.33769914050572,283.02815275867221]
["Wind % of Total",0.7494398802977027,0.54345179490237805,0.51540583649157024,0.32356197730107833,0.12713911116383939,0.12170375775208744,0.11328348796314501,0.10466913324488898,1.0792170303732683E-2,0.2937704401119946]
["*U.S. Total also includes AK and HI, in addition to the regions listed"]

{"sheet":"International Wind Ranking","index":6,"n_rows":17,"n_cols":5,"rows_kept":17,"cut":false,"hidden":false,"merged":[[2,0,2,1],[3,0,3,1],[2,3,2,4],[3,3,3,4]]}
["International rankings of wind power capacity: land-based and offshore"]
[]
["Annual Capacity",null,null,"Cumulative Capacity"]
["(2020, MW)",null,null,"(end of 2020, MW)"]
["China",52000,null,"China",288319.69]
["United States",16836,null,"United States",121985]
["Brazil",2297.29,null,"Germany",62849.939999999995]
["Netherlands",1979,null,"India",38625.03]
["Germany",1668,null,"Spain",27249.799999999992]
["Norway",1532,null,"United Kingdom",23937.275000000001]
["Spain",1400.03,null,"France",17948.139999999996]
["France",1317.55,null,"Brazil",17749.739000000001]
["Turkey",1224,null,"Canada",13577.6]
["India",1119,null,"Italy",10542.970000000003]
["Rest of World",11537.619999999999,null,"Rest of World",119571.758]
["TOTAL",{"$f":"SUM(B5:B15)","v":92910.489999999991},null,"TOTAL",{"$f":"SUM(E5:E15)","v":742356.94200000004}]
["Sources: GWEC, ACP "]

{"sheet":"International Wind Penetration","index":7,"n_rows":54,"n_cols":2,"rows_kept":54,"cut":false,"hidden":false,"merged":[]}
["Wind energy penetration in subset of top global wind markets"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: ACP"]
[]
[null,"Wind Energy"]
[null,"Penetration"]
[null,2020]
["Denmark",0.48]
["Ireland",0.38]
["Germany",0.27]
["U.K.",0.27]
["Portugal",0.25]
["Spain",0.22]
["Sweden",0.2]
["EU",0.15]
["Greece",0.15]
["Belgium",0.14000000000000001]
["Lithuania",0.13]
["Austria",0.12]
["Netherlands",0.12]
["Romania",0.12]
["Estonia",0.11]
["Australia",0.1]
["Croatia",0.1]
["Brazil",9.7000000000000003E-2]
["Poland",0.09]
["France",0.09]
["Finland",0.09]
["Mexico",8.5999999999999993E-2]
["United States",8.3000000000000004E-2]
["Turkey",0.08]
["Italy",7.0000000000000007E-2]
["China",6.0999999999999999E-2]
["Cyprus",0.06]
["Canada",5.6000000000000001E-2]
["India",0.05]

{"sheet":"State Wind Deployment","index":8,"n_rows":57,"n_cols":16,"rows_kept":57,"cut":false,"hidden":false,"merged":[[2,0,2,4],[2,6,2,10],[3,0,3,1],[3,3,3,4],[3,6,3,7],[3,9,3,10]]}
["U.S. wind power installations by state"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"All 50 States (plus Puerto Rico)"]
["Installed Capacity (MW)",null,null,null,null,null,"2020 Wind Generation as a Percentage of:",null,null,null,null,null,null,null,"Cumulative MW","Annual MW"]
["Annual (2020)",null,null,"Cumulative (end of 2020)",null,null,"In-State Generation",null,null,"In-State Sales",null,null,null,"State","at end of 2020","in 2020"]
["Texas",4137.1749999999993,null,"Texas",32685.928000011983,null,"Iowa",0.57310442050146004,null,"Iowa",0.68565405079811259,null,null,"TX",32685.928000011983,4137.1749999999993]
["Iowa",1214.6400000000001,null,"Iowa",11376.555000049006,null,"Kansas",0.4322957842290085,null,"North Dakota",0.61669083594517471,null,null,"IA",11376.555000049006,1214.6400000000001]
["Oklahoma",1161.67,null,"Oklahoma",9344.4450000239958,null,"Oklahoma",0.35366860013155532,null,"Kansas",0.61191932335718935,null,null,"OK",9344.4450000239958,1161.67]
["Wyoming",1071.58,null,"Kansas",7027.5150000639987,null,"South Dakota",0.32885394049644973,null,"Oklahoma",0.47858876840912767,null,null,"WY",2686.6800000099988,1071.58]
["Illinois",1059.02,null,"Illinois",6409.3280000000004,null,"North Dakota",0.30811480390782031,null,"South Dakota",0.44839174267882859,null,null,"IL",6409.3280000000004,1059.02]
["Missouri",1027.9000000000001,null,"California",5922.244999999999,null,"Maine",0.2379047619047619,null,"Wyoming",0.33548597521200263,null,null,"MO",1987.3099999999984,1027.9000000000001]
["Colorado",967.48,null,"Colorado",4692.2150000319944,null,"Nebraska",0.23616496298907297,null,"Nebraska",0.28799100648062426,null,null,"CO",4692.2150000319944,967.48]
["Kansas",895.77,null,"Minnesota",4290.8000000020029,null,"Colorado",0.23180038247882706,null,"New Mexico",0.28555542317010207,null,null,"KS",7027.5150000639987,895.77]
["South Dakota",773.84,null,"North Dakota",3989.369999999999,null,"Minnesota",0.21594156875198475,null,"Texas",0.22715314131329589,null,null,"SD",2305.4540000029997,773.84]
["New Mexico",770.19499999999994,null,"Oregon",3737.1800000000003,null,"New Mexico",0.20688861393261013,null,"Colorado",0.22575609756097562,null,null,"NM",2722.574999999998,770.19499999999994]
["Indiana",650.55999999999995,null,"Washington",3395.0000000000018,null,"Texas",0.19490340660192873,null,"Maine",0.22279700321084553,null,null,"IN",2967.6599999340006,650.55999999999995]
["Michigan",493.21000000000004,null,"Indiana",2967.6599999340006,null,"Vermont",0.1511216056670602,null,"Montana",0.20831302652649167,null,null,"MI",2681.44,493.21000000000004]
["Minnesota",455.4,null,"New Mexico",2722.574999999998,null,"Idaho",0.14118010503552672,null,"Minnesota",0.19600307455803229,null,null,"MN",4290.8000000020029,455.4]
["Nebraska",393.49,null,"Wyoming",2686.6800000099988,null,"Oregon",0.13130211772655373,null,"Oregon",0.17952002015663385,null,null,"NE",2530.679999995999,393.49]
["Arizona",349.6,null,"Michigan",2681.44,null,"Montana",0.12590472984346068,null,"Illinois",0.12984618186509231,null,null,"AZ",617.8999999999993,349.6]
["North Dakota",343.24,null,"Nebraska",2530.679999995999,null,"Wyoming",0.12344286297194153,null,"Idaho",0.11308615498824597,null,null,"ND",3989.369999999999,343.24]
["Oregon",309.54000000000002,null,"South Dakota",2305.4540000029997,null,"Illinois",9.8336254705324561E-2,null,"Washington",9.7685168889983923E-2,null,null,"OR",3737.1800000000003,309.54000000000002]
["Washington",286.70000000000005,null,"Missouri",1987.3099999999984,null,"Washington",7.2746018016128886E-2,null,"Vermont",7.2521246458923508E-2,null,null,"WA",3395.0000000000018,286.70000000000005]
["Ohio",126,null,"New York",1986.96,null,"Indiana",7.2661630748722505E-2,null,"Michigan",7.0286908686293059E-2,null,null,"OH",864.20000000000039,126]
["California",111,null,"Pennsylvania",1459.1999999760001,null,"California",6.4482439227250388E-2,null,"Indiana",7.0071131679307536E-2,null,null,"CA",5922.244999999999,111]
["Rest of U.S.",238,null,"Rest of U.S.",7786,null,"Rest of U.S.",1.2E-2,null,"Rest of U.S.",0.01,null,null,"MT",880.26900000600017,79.900000000000006]
["Total",16836,null,"Total",121985,null,"Total",8.3000000000000004E-2,null,"Total",9.1999999999999998E-2,null,null,"ME",996,72.599999999999994]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"WV",742,56.2]
["Sources: ACP, EIA",null,null,null,null,null,null,null,null,null,null,null,null,"HI",233.45999999999995,27.6]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"ID",972.49999999999977,1.5]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"NY",1986.96,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"PA",1459.1999999760001,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"WI",745.64000000000033,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"UT",390.67499999999995,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"NH",214.15,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"NC",208.1,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"MD",191.05,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"NV",151.80000000000001,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"VT",149.44999999999999,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"PR",125.42499999999993,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"MA",120.27999999999994,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"AK",63.514999999999986,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"RI",74.885000000000005,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"TN",28.980000000000008,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"NJ",9,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"CT",5.0999999999999996,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"DE",2,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"AR",0,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"AL",0,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"FL",0,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"GA",0,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"KY",0,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"LA",0,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"MS",0,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"SC",0,0]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"VA",0,0]
[]
["Sources: ACP, Berkeley Lab"]

{"sheet":"Online Wind Hybrids","index":9,"n_rows":70,"n_cols":26,"rows_kept":70,"cut":false,"hidden":false,"merged":[]}
["Online wind hybrid / co-located projects: wind+storage, wind+other generator(s), wind+other generator(s)+storage"]
[]
["Wind hybrid / co-located projects over time",null,null,null,"Wind hybrid / co-located projects by region at end of 2020",null,null,null,"Wind hybrid / co-located projects by state at end of 2020"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: EIA 860 2020 Early Release, Berkeley Lab"]
[]
[]
[null,null,null,null,"Sources: EIA 860 2020 Early Release, Berkeley Lab",null,null,null,"Sources: EIA 860 2020 Early Release, Berkeley Lab"]
[]
[]
[]
["List of hybrid / co-located projects that include wind power",null,null,null,null,null,null,null,null,null,"Storage details",null,null,null,"Wind hybrid / co-located projects over time",null,null,null,null,null,null,"Wind hybrid / co-located projects by state",null,null,"Wind hybrid / co-located projects by region"]
["State","Project name","Wind online date","Storage online date","Solar online date","Fossil online date","Wind capacity (MW)","Storage capacity (MW)","Solar capacity (MW)","Fossil capacity (MW)","Technology","Duration (hrs)","Storage:generator ratio",null,null,"axis","Wind","Storage","Solar","Fossil",null,"State","Hybrid Wind Capacity",null,"Region","Hybrid Wind Capacity"]
["AK","Kotzebue Hybrid",1997,2015,"n/a",1987,3.3000000000000003,1.2,"n/a",11.799999999999999,"LIB",0.83333333333333337,7.9470198675496692E-2,null,2001,null,3.3000000000000003,0,0,11.799999999999999,null,"TX",858.8,null,"ERCOT",855.8]
["NY","Harbec Energy",2001,"n/a","n/a",2015,1.2,"n/a","n/a",0.5,"n/a","n/a","n/a",null,2002,2002,8.9,0,0,25.799999999999997,null,"IL",430.6,null,"PJM",666.30000000000007]
["MN","Worthington",2002,"n/a","n/a",2002,5.6,"n/a","n/a",14,"n/a","n/a","n/a",null,2003,null,8.9,0,0,25.799999999999997,null,"WA",272.60000000000002,null,"West (non-ISO)",422.9]
["PA","Meyersdale Battery",2003,2015,"n/a","n/a",30,18,"n/a","n/a","LIB",0.67222222222222217,0.6,null,2004,2004,14.9,0,0,27.799999999999997,null,"WV",198.1,null,"CAISO",151.69999999999999]
["CO","Lamar Plant",2004,"n/a","n/a",1946,6,"n/a","n/a",2,"n/a","n/a","n/a",null,2005,null,14.9,0,0,27.799999999999997,null,"CA",151.69999999999999,null,"Hawaii",114]
["MN","Carleton College",2004,"n/a","n/a",2009,3.2,"n/a","n/a",4.5999999999999996,"n/a","n/a","n/a",null,2006,2006,22.4,0,0.5,27.799999999999997,null,"HI",114,null,"SPP",65.900000000000006]
["WA","Wild Horse",2006,"n/a",2007,"n/a",272.60000000000002,"n/a",0.5,"n/a","n/a","n/a","n/a",null,2007,null,296.2,0,1,35.799999999999997,null,"NM",101.3,null,"MISO",19.700000000000003]
["NJ","Jersey-Atlantic Wind Farm",2006,2018,2005,"n/a",7.5,1,0.5,"n/a","LIB",1,0.125,null,2008,2008,296.2,0,1.1000000000000001,105.3,null,"NE",40.9,null,"Alaska",6.9]
["MN","Mountain Lake",2007,"n/a","n/a",1954,1.2,"n/a","n/a",8,"n/a","n/a","n/a",null,2009,null,305.20000000000005,0,1.1000000000000001,155.9,null,"AZ",40,null,"NYISO",1.2]
["IL","Grand Ridge Battery Projects",2008,2013,2012,"n/a",210,33,20,"n/a","LIB",0.40909090909090912,0.14347826086956522,null,2010,2010,305.20000000000005,0,1.1000000000000001,155.9,null,"PA",33.200000000000003,null,"ISO-NE",1.2]
["TX","NRG Elbow Creek Energy Storage Project",2008,2017,"n/a","n/a",121.9,2,"n/a","n/a","LIB",0.35,1.6406890894175553E-2,null,2011,null,417,16,1.6,160.5,null,"SD",25,null,"Southwest (non-ISO)",0]
["IL","FPL Energy Illinois Wind LLC Hybrid",2009,2014,"n/a","n/a",217.5,20,"n/a","n/a","LIB",0.41500000000000004,9.1954022988505746E-2,null,2012,2012,982.2,75,131.6,167.5,null,"MN",12]
["SD","Rolling Thunder Wind Farm Hybrid",2009,2018,"n/a","n/a",25,0.3,"n/a","n/a","LIB",2.666666666666667,1.2E-2,null,2013,null,984.80000000000007,108,131.6,184.1,null,"NJ",7.5]
["TX","Notrees Windpower Hybrid",2009,2012,"n/a","n/a",152.5,36,"n/a","n/a","LIB",0.37777777777777777,0.23606557377049181,null,2014,2014,1252.7,128,186.6,184.1,null,"AK",6.9]
["TX","Pyron Wind Farm LLC Hybrid",2009,2018,"n/a","n/a",249,9.9,"n/a","n/a","LIB",1,3.9759036144578312E-2,null,2015,null,1414.3999999999999,178.7,238.8,184.6,null,"CO",6]
["TX","Inadale Wind Farm LLC Hybrid",2009,2018,"n/a","n/a",197,9.9,"n/a","n/a","LIB",1,5.0253807106598984E-2,null,2016,2016,1414.3999999999999,178.7,239.6,184.6,null,"WI",3]
["MA","Deer Island Treatment Plant",2009,"n/a",2008,1995,1.2,"n/a",0.1,69.5,"n/a","n/a","n/a",null,2017,null,1712.6999999999998,211,239.7,355.6,null,"IA",1.6]
["IL","Geneseo",2009,"n/a",2015,1957,3,"n/a",1.2,29.400000000000002,"n/a","n/a","n/a",null,2018,2018,2236.6,233.10000000000002,242.49999999999997,355.6,null,"NY",1.2]
["IA","Osage (IA)",2009,"n/a",2016,1963,1.6,"n/a",0.8,16.600000000000001,"n/a","n/a","n/a",null,2019,null,2305.6,233.10000000000002,291.5,355.6,null,"MA",1.2]
["WV","Beech Ridge Energy Storage",2010,2015,"n/a","n/a",100.5,31.5,"n/a","n/a","LIB",0.3968253968253968,0.31343283582089554,null,2020,2020,2305.6,233.10000000000002,291.5,355.6]
["PA","PPL Frey Farm Landfill Wind",2011,"n/a","n/a",2006,3.2,"n/a","n/a",1.6,"n/a","n/a","n/a"]
["NM","Macho Springs Power I",2011,"n/a",2014,"n/a",50.4,"n/a",55,"n/a","n/a","n/a","n/a"]
["WV","Laurel Mountain Hybrid",2011,2011,"n/a","n/a",97.6,16,"n/a","n/a","LIB",1,0.16393442622950821]
["AZ","Kingman 1",2011,"n/a",2011,"n/a",10,"n/a",0.5,"n/a","n/a","n/a","n/a"]
["AK","Sand Point",2011,"n/a","n/a",2000,1,"n/a","n/a",3,"n/a","n/a","n/a"]
["TX","Blue Summit Storage, LLC",2012,2017,"n/a","n/a",135.4,30,"n/a","n/a","LIB",0.42,0.22156573116691283]
["HI","Kaheawa Wind Power II LLC",2012,2012,"n/a","n/a",21,10,"n/a","n/a","LIB",2,0.47619047619047616]
["HI","Auwahi Wind Energy Hybrid",2012,2012,"n/a","n/a",24,11,"n/a","n/a","LIB",0.4,0.45833333333333331]
["WI","Waxdale",2012,"n/a","n/a",2003,3,"n/a","n/a",7,"n/a","n/a","n/a"]
["TX","Texas Dispatchable Wind 1",2012,2012,"n/a","n/a",3,2,"n/a","n/a","CAES","n/a",0.66666666666666663]
["CA","Pacific Wind LLC",2012,"n/a",2012,"n/a",151.69999999999999,"n/a",110,"n/a","n/a","n/a","n/a"]
["HI","Kawailoa Wind",2012,"n/a",2019,"n/a",69,"n/a",49,"n/a","n/a","n/a","n/a"]
["AK","Snake River",2013,"n/a","n/a",1991,2.6,"n/a","n/a",16.599999999999998,"n/a","n/a","n/a"]
["AZ","Red Horse 2",2015,"n/a",2015,"n/a",30,"n/a",51,"n/a","n/a","n/a","n/a"]
["NE","Lon Wright",2017,"n/a",2018,1957,40.9,"n/a",2.2999999999999998,170,"n/a","n/a","n/a"]
["IL","TAC-Distributed Energy Resource Hybrid",2017,2017,2017,2017,0.1,0.3,0.1,1,"LIB",1.6666666666666667,0.25]
["NM","Casa Mesa Wind Energy Center Hybrid",2018,2018,"n/a","n/a",50.9,1,"n/a","n/a","LIB",1,1.9646365422396856E-2]
["MN","Lake Region Community Hybrid, LLC",2018,"n/a",2018,"n/a",2,"n/a",0.5,"n/a","n/a","n/a","n/a"]
["Source: EIA 860 2020 Early Release, Berkeley Lab"]

{"sheet":"All Hybrid Comparison","index":10,"n_rows":70,"n_cols":12,"rows_kept":70,"cut":false,"hidden":false,"merged":[]}
["Online hybrid / co-located projects (all configuarions)"]
[]
["Online hybrid / co-located projects at end of 2020: subset of configurations"]
[]
[null,"# projects",null,null,null,"Total capacity (MW)",null,null,null,null,"Storage ratio","Duration (hrs)"]
[null,null,null,"Wind","PV","Fossil","Storage"]
["PV+Storage",73,null,null,991.6,null,249.65000000000006,null,null,null,0.25176482452601862,2.6042459443220514]
["Wind+Storage",14,null,1425.3,null,null,197.60000000000002,null,null,null,0.138637479828808,0.6163967611336032]
["Wind+PV+Storage",2,null,217.5,20.5,null,34,null,null,null,0.14285714285714285,0.4264705882352941]
["Fossil+Storage",21,null,null,null,4003.0999999999995,281.2,null,null,null,7.0245559691239301E-2,1.2564011379800852]
["Wind+PV",7,null,585.70000000000005,266.5,null,0,null,null,null,"n/a","n/a"]
["Notes: Not included in the figure are 111 other hybrid / co-located projects with other configurations; details on those projects are provided below."]
["Storage ratio defined as storage capacity divided by total generator capacity. "]
["Sources: EIA 860 2020 Early Release, Berkeley Lab"]
[]
[]
["Hybrid / co-located projects newly completed in 2020: subset of configurations"]
[null,"# projects",null,null,null,"Total capacity (MW)",null,null,null,null,"Storage ratio","Duration (hrs)"]
[null,null,null,"Fossil","PV","Wind","Storage"]
["PV+Storage",28,null,0,80.399999999999991,null,46.150000000000006,null,null,null,0.5740049751243782,2.0801733477789814]
["Fossil+Storage",4,null,417.5,0,null,35.200000000000003,null,null,null,8.4311377245508995E-2,0.59090909090909083]
["Note: Not included in the figure are 6 other hybrid / co-located projects with other configurations; details on those projects are provided below."]
["Sources: EIA 860 2020 Early Release, Berkeley Lab"]
[]
["Online wind hybrid / co-located projects compared to other online hybrid / co-located plants"]
["Total end of 2020","# projects","Gen 1 (MW)","Gen 2 (MW)","Gen 3 (MW)","Total Gen (MW)","Storage capacity (MW)","Storage energy (MWh)","Storage: generator ratio","Duration (hrs)"]
["Wind+Storage",14,1425.3,0,0,1425.3,197.60000000000002,121.80000000000001,0.138637479828808,0.6163967611336032]
["Wind+PV+Storage",2,217.5,20.5,0,238,34,14.5,0.14285714285714285,0.4264705882352941]
["Wind+Fossil+Storage",1,3.3000000000000003,12,0,15.3,1.2,1,7.8431372549019607E-2,0.83333333333333337]
["Wind+PV+Fossil+Storage",1,0.1,0.1,1,1.2,0.3,0.5,0.25,1.6666666666666667]
["Wind+PV",7,585.70000000000005,266.5,0,852.2,0,0,0,"n/a"]
["Wind+PV+Fossil",4,46.7,4.4000000000000004,285.5,336.6,0,0,0,"n/a"]
["Wind+Fossil",9,26.999999999999996,57.3,0,84.3,0,0,0,"n/a"]
["PV+Storage",73,991.6,0,0,991.6,249.65000000000006,650.15000000000032,0.25176482452601862,2.6042459443220514]
["PV+Fossil",34,228.6,9142.7000000000007,0,9371.3000000000011,0,0,0,"n/a"]
["PV+Fossil+Storage",4,11.8,716.3,0,728.09999999999991,5.0999999999999996,9.6,7.0045323444581789E-3,1.8823529411764706]
["PV+Biomass",4,7.9,102.2,0,110.10000000000001,0,0,0,"n/a"]
["PV+Geothermal",2,17.899999999999999,85,0,102.9,0,0,0,"n/a"]
["PV+Geothermal+CSP",1,22,47.2,2,71.2,0,0,0,"n/a"]
["Biomass+Storage",1,1.2,0,0,1.2,1,2,0.83333333333333337,2]
["Fossil+Storage",21,4003.0999999999995,0,0,4003.0999999999995,281.2,353.29999999999995,7.0245559691239301E-2,1.2564011379800852]
["Nuclear+Fossil",4,6480.2,1354.8,0,7835,0,0,0,"n/a"]
["Hydro+Nuclear",1,1,1959.4,0,1960.4,0,0,0,"n/a"]
["Hydro+Fossil",29,81.3,628.99999999999977,0,710.29999999999973,0,0,0,"n/a"]
["Hydro+Biomass",9,53.8,326.7,0,380.5,0,0,0,"n/a"]
["Hydro+Storage",5,209.15,0,0,209.15,22,31,0.10518766435572555,1.4090909090909092]
[]
["Newly installed in 2020","# projects","Gen 1 (MW)","Gen 2 (MW)","Gen 3 (MW)","Total Gen (MW)","Storage capacity (MW)","Storage energy (MWh)","Storage: generator ratio","Duration (hrs)"]
["Wind+Storage",0,0,0,0,0,0,0,"n/a","n/a"]
["Wind+PV+Storage",0,0,0,0,0,0,0,"n/a","n/a"]
["Wind+Fossil+Storage",0,0,0,0,0,0,0,"n/a","n/a"]
["Wind+PV+Fossil+Storage",0,0,0,0,0,0,0,"n/a","n/a"]
["Wind+PV",0,0,0,0,0,0,0,"n/a","n/a"]
["Wind+PV+Fossil",0,0,0,0,0,0,0,"n/a","n/a"]
["Wind+Fossil",0,0,0,0,0,0,0,"n/a","n/a"]
["PV+Storage",28,80.399999999999991,0,0,80.399999999999991,46.150000000000006,96,0.5740049751243782,2.0801733477789814]
["PV+Fossil",1,74.5,748,0,822.5,0,0,"n/a","n/a"]
["PV+Fossil+Storage",1,2.6,705.9,0,708.5,0.3,0.6,4.2342978122794633E-4,2]
["PV+Biomass",2,5.5,98.9,0,104.4,0,0,"n/a","n/a"]
["PV+Geothermal",0,0,0,0,0,0,0,"n/a","n/a"]
["PV+Geothermal+CSP",0,0,0,0,0,0,0,"n/a","n/a"]
["Biomass+Storage",1,1.2,0,0,1.2,1,2,0.83333333333333337,2]
["Fossil+Storage",4,417.5,0,0,417.5,35.200000000000003,20.8,8.4311377245508995E-2,0.59090909090909083]
["Nuclear+Fossil",0,0,0,0,0,0,0,"n/a","n/a"]
["Hydro+Nuclear",0,0,0,0,0,0,0,"n/a","n/a"]
["Hydro+Fossil",0,0,0,0,0,0,0,"n/a","n/a"]
["Hydro+Biomass",0,0,0,0,0,0,0,"n/a","n/a"]
["Hydro+Storage",1,138,0,0,138,10,20,7.2463768115942032E-2,2]
["Note: New is defined as when the project became a hybrid / co-located project (e.g., if a battery was added to an older plant in 2020 then it would be defined as new in 2020)"]
["Sources: EIA 860 2020 Early Release, Berkeley Lab"]

{"sheet":"Generator+Storage Hybrids","index":11,"n_rows":49,"n_cols":12,"rows_kept":49,"cut":false,"hidden":false,"merged":[]}
["Online generator+storage hybrid / co-located projects: wind+storage, PV+storage, fossil+storage"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: EIA 860 2020 Early Release, Berkeley Lab",null,null,null,null,null,null,null,"Sources: EIA 860 2020 Early Release, Berkeley Lab"]
[]
["Generator+storage hybrid / co-located projects by region at end of 2020",null,null,null,null,null,null,null,"Generator+storage hybrid / co-located projects by state at end of 2020"]
["Region","PV+Storage","Wind+Storage","Fossil+Storage",null,null,null,null,"State","PV+Storage","Wind+Storage","Fossil+Storage"]
["ERCOT",228.29999999999998,855.8,0,null,null,null,null,"TX",228.29999999999998,858.8,0]
["PJM",4.8,445.6,232,null,null,null,null,"IL",0,217.5,0]
["West (non-ISO)",364.1,53.9,443.29999999999995,null,null,null,null,"WV",0,198.1,0]
["Hawaii",67,45,128.1,null,null,null,null,"NM",0.5,50.9,0]
["SPP",10,25,0,null,null,null,null,"HI",67,45,128.1]
["Southeast (non-ISO)",165.5,0,677.2,null,null,null,null,"PA",0,30,0]
["ISO-NE",106.29999999999998,0,1008.6999999999999,null,null,null,null,"SD",0,25,0]
["CAISO",17.899999999999999,0,336.1,null,null,null,null,"CA",355,0,694.4]
["MISO",15.1,0,1173.7,null,null,null,null,"FL",154,0,0]
["NYISO",12.6,0,4,null,null,null,null,"MA",77.900000000000006,0,162.70000000000002]
[null,null,null,null,null,null,null,null,"AZ",22,0,85]
[null,null,null,null,null,null,null,null,"VT",21.4,0,0]
[null,null,null,null,null,null,null,null,"NY",12.6,0,4]
[null,null,null,null,null,null,null,null,"AL",10,0,676]
[null,null,null,null,null,null,null,null,"MN",10,0,0]
[null,null,null,null,null,null,null,null,"AR",10,0,0]
[null,null,null,null,null,null,null,null,"CT",7,0,0]
[null,null,null,null,null,null,null,null,"IN",4,0,1173.7]
[null,null,null,null,null,null,null,null,"WA",3.2,0,0]
[null,null,null,null,null,null,null,null,"OH",3,0,0]
[null,null,null,null,null,null,null,null,"NJ",1.8,0,0]
[null,null,null,null,null,null,null,null,"GA",1.5,0,1.2]
[null,null,null,null,null,null,null,null,"CO",1.3,0,0]
[null,null,null,null,null,null,null,null,"LA",1.1000000000000001,0,0]
[null,null,null,null,null,null,null,null,"ME",0,0,846]
[null,null,null,null,null,null,null,null,"MD",0,0,229]
[null,null,null,null,null,null,null,null,"NC",0,0,3]

{"sheet":"All Capacity in Queues","index":12,"n_rows":82,"n_cols":9,"rows_kept":82,"cut":false,"hidden":false,"merged":[[75,0,81,0],[27,0,33,0],[35,0,41,0],[43,0,49,0],[51,0,57,0],[59,0,65,0],[67,0,73,0]]}
["Generation capacity in 42 selected interconnection queues from 2015 to 2020, by resource type"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: Berkeley Lab review of interconnection queues"]
["Notes: Hybrid storage capacity is estimated using storage:generator ratios from projects that provide separate capacity data;"]
["storage capacity in hybrids was not estimated for years prior to 2020."]
[]
[null,null,null,null,"Standalone","Hybrid","Standalone","Hybrid","Total"]
[null,null,null,null,"Prior","Prior","New","New","GW"]
["Solar",null,null,2014,25.052419999999998,0,19.511699999999998,0,44.564119999999996]
[null,"Solar     ",null,2015,33.055120000000009,0,23.763491999999999,0,56.818612000000009]
[null,null," 2015 - ",2016,36.977478000000005,0,83.332539199999999,0,120.3100172]
[null,null,null,2017,83.578314000762916,0,104.93103424954224,0,188.50934825030515]
[null,null,null,2018,138.19843750059999,11.556250000000006,115.5446449976,17.666709999999998,282.96604249820001]
[null,null,{"$f":"\"  2020\"","v":"  2020"},2019,155.78379600068658,43.000118000000008,109.78472499961853,58.583096399999995,367.15173540030509]
[null,null,null,2020,195.5608,95.964299999999994,107.61532740000001,63.304299999999998,462.44472740000003]
[" "]
["Wind",null,null,2014,66.673449999999988,0,29.202450000000002,0,95.875899999999987]
[null,"Wind     ",null,2015,65.027284999999992,0,44.562560000000005,0,109.589845]
[null,null," 2015 - ",2016,74.751289999999997,0,66.924159999999986,0,141.67544999999998]
[null,null,null,2017,98.726169967241304,0,81.44831500324247,0,180.17448497048377]
[null,null,null,2018,138.14305501430002,2.1899899951999999,91.001744948899983,0.82840001220000004,232.1631899706]
[null,null,{"$f":"\"  2020\"","v":"  2020"},2019,158.94881399866483,2.3704999999999998,55.640009999999997,8.5428999999999995,225.50222399866482]
[null,null,null,2020,151.4145,2.952,44.495299999999993,10.277000000000001,209.1388]
[" "]
["Storage",null,null,2014,0,null,0,null,0]
[null,"Storage    ",null,2015,1.7607400000000002,null,5.5423999999999998,null,7.30314]
[null,null," 2015 - ",2016,5.1003499999999997,null,6.6378149999999989,null,11.738164999999999]
[null,null,null,2017,10.055929998245242,null,8.8264249991607659,null,18.882354997406008]
[null,null,null,2018,9.4100300000000026,null,19.623394304529995,null,29.033424304529998]
[null,null,{"$f":"\"  2020\"","v":"  2020"},2019,18.066953000000005,null,37.336365999999991,null,55.403318999999996]
[null,null,null,2020,41.739350000000002,67.131879999999995,50.997,44.598509999999997,204.46673999999999]
[" "]
["Gas",null,null,2014,79.966379999999987,0,65.174700000000001,0,145.14107999999999]
[null,"Gas        ",null,2015,105.119612,0,58.229665999999995,0,163.349278]
[null,null," 2015 - ",2016,93.619381999999987,0,39.756319000000005,0,133.37570099999999]
[null,null,null,2017,74.770107979254732,0,36.100360000000002,0,110.87046797925473]
[null,null,null,2018,58.247327004509998,0.10580000000000001,27.420940002399998,0.23845,86.012517006910002]
[null,null,{"$f":"\"  2020\"","v":"  2020"},2019,48.279304003906262,0.3488,28.447029998817445,0.13150000000000001,77.206634002723703]
[null,null,null,2020,48.037900000000008,1.2210000000000001,21.790800000000004,2.9719999999999978,74.021699999999996]
[" "]
["Nuclear",null,null,2014,5.7579999999999991,null,4.2050000000000001,null,9.9629999999999992]
[null,null,null,2015,9.5540000000000003,null,0,null,9.5540000000000003]
[null,"Nuclear       "," 2015 - ",2016,1.4079999999999999,null,0.95220000000000005,null,2.3601999999999999]
[null,null,null,2017,0.74419999999999997,null,8.0599999999999991E-2,null,0.82479999999999998]
[null,null,null,2018,0.58479999999999999,null,0.64510000000000001,null,1.2299]
[null,null,{"$f":"\"  2020\"","v":"  2020"},2019,3.2835000000000001,null,0.05,null,3.3334999999999999]
[null,null,null,2020,3.2823000000000002,0,0.1,0,3.3823000000000003]
[" "]
["Coal",null,null,2014,1.7830000000000001,null,1.8368,null,3.6198000000000001]
[null,"Coal        ",null,2015,3.169,null,0.49199999999999999,null,3.661]
[null,null," 2015 - ",2016,0.84499999999999997,null,0.03,null,0.875]
[null,null,null,2017,0.17899999999999999,null,1.4E-2,null,0.193]
[null,null,null,2018,8.2999999999999963E-2,null,0.73599999999999999,null,0.81899999999999995]
[null,null,{"$f":"\"  2020\"","v":"  2020"},2019,3.9000000000000007E-2,null,1.0999999999999999E-2,null,0.05]
[null,null,null,2020,0.13069999999999998,0,0,0,0.13069999999999998]
[" "]
["Other",null,null,2014,18.349089999999997,null,7.0572999999999997,null,25.406389999999995]
[null,null,null,2015,9.3648859999999985,null,3.796967,null,13.161852999999999]
[null,"Other"," 2015 - ",2016,6.0331399999999995,null,4.4390900000000002,null,10.47223]
[null,null,null,2017,3.9890000014305107,null,2.2444600000000001,null,6.2334600014305108]
[null,null,null,2018,3.6219840007000004,null,2.9674510000199996,null,6.58943500072]
[null,null,{"$f":"\"  2020\"","v":"  2020"},2019,4.1022789999046321,null,0.54540100000000002,null,4.6476799999046321]
[null,null,null,2020,5.41296,6.7199999999999996E-2,0.80330000000000001,1.629229,7.9126890000000003]

{"sheet":"Capacity in Queues, Time+Region","index":13,"n_rows":168,"n_cols":7,"rows_kept":168,"cut":false,"hidden":false,"merged":[]}
["Capacity in 42 selected interconnection queues from 2015 to 2020, by resource type and region"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: Berkeley Lab review of interconnection queues"]
["Notes: (1) Wind capacity includes onshore and offshore for all years, but offshore is only broken out starting in 2020."]
["(2) Storage capacity only includes standalone storage – storage in hybrid configuration is not included here."]
["(3) Hybrid generator capacity is included in all generator categories."]
[]
["Region","Year","Wind","Offshore Wind","Solar","Gas","Standalone Storage"]
["West non-ISO",2007,34.319000000000003,0,1E-3,5.9619999999999997,0]
["West non-ISO",2008,59.54,0,3.3559999999999999,9.5449999999999999,0]
["West non-ISO",2009,89.438999999999993,0,14.891999999999999,11.414999999999999,0]
["West non-ISO",2010,77.375,0,15.143000000000001,10.598000000000001,0]
["West non-ISO",2011,52.302,0,16.29,9.8190000000000008,0]
["West non-ISO",2012,39.747999999999998,0,13.541,12.218999999999999,0]
["West non-ISO",2013,29.798899999999993,0,17.290599999999998,12.5373,0]
["West non-ISO",2014,22.770400000000002,0,14.319599999999998,13.694100000000001,0]
["West non-ISO",2015,23.001644999999996,0,14.728292,7.6700460000000001,0.20699999999999999]
["West non-ISO",2016,22.530110000000001,0,24.728377000000002,8.2532089999999982,1.4820499999999999]
["West non-ISO",2017,37.577870000000004,0,45.52383425,9.4090499999999988,3.95906]
["West non-ISO",2018,54.826530000000005,0,73.882704000000004,8.0960999999999999,9.5397999999999996]
["West non-ISO",2019,49.967620000000004,0,71.89600999999999,4.4246999999999996,14.8186]
["West non-ISO",2020,29.608000000000001,0,81.516800000000003,3.86,15.3666]
["Southeast non-ISO",2007,0,0,0,0,0]
["Southeast non-ISO",2008,0,0,0,0,0]
["Southeast non-ISO",2009,2.1000000000000001E-2,0,0.64300000000000002,13.497,0]
["Southeast non-ISO",2010,2.1000000000000001E-2,0,0.65,25.527000000000001,0]
["Southeast non-ISO",2011,1.0880000000000001,0,0.67400000000000004,29.661000000000001,0]
["Southeast non-ISO",2012,1.042,0,1.351,25.709,0]
["Southeast non-ISO",2013,0.86850000000000005,0,2.9275000000000002,21.548999999999999,0]
["Southeast non-ISO",2014,0.45,0,4.6304999999999996,18.312999999999999,0]
["Southeast non-ISO",2015,0.42005999999999999,0,6.0142600000000002,22.841999999999999,0]
["Southeast non-ISO",2016,1.32856,0,21.185382999999998,23.401220000000002,0]
["Southeast non-ISO",2017,0.43619999999999998,0,33.528450000000007,26.126519999999996,1.4E-2]
["Southeast non-ISO",2018,0.7,0,39.360055000000003,17.423599999999997,0]
["Southeast non-ISO",2019,1.486,0,47.007804000000014,34.609199999999994,1.44875]
["Southeast non-ISO",2020,2.0710000000000002,0,57.087247400000003,38.979999999999997,2.9020000000000001]
["CAISO",2007,18.545999999999999,0,22.369,29.361000000000001,0]
["CAISO",2008,13.2,0,31.2,19.7,0]
["CAISO",2009,10.289,0,16.239000000000001,14.32,0]
["CAISO",2010,11.37,0,29.875,14.308,0]
["CAISO",2011,16.13,0,38.353000000000002,10.539,0]
["CAISO",2012,6.7030000000000003,0,26.54,13.101000000000001,0]
["CAISO",2013,5.4231000000000007,0,14.3813,13.203700000000001,0]
["CAISO",2014,4.2717000000000001,0,14.022920000000001,9.5618300000000005,0]
["CAISO",2015,3.4705400000000002,0,19.124880000000005,6.9653120000000008,5.2050000000000001]
["CAISO",2016,4.2458000000000009,0,31.5486772,5.6776220000000004,8.6163349999999994]
["CAISO",2017,4.4493900000000002,0,31.674938999999998,3.3960100000000004,12.84151]
["CAISO",2018,6.7620449999999996,0,37.332681499999993,1.1738,11.7775213]
["CAISO",2019,10.147909,0,43.864449400000012,0.158,16.542518000000001]
["CAISO",2020,11.045299999999999,2.2120000000000002,47.308999999999997,0.78,22.712]
["ERCOT",2007,41.116999999999997,0,0,30.074999999999999,0]
["ERCOT",2008,51.6,0,0.95,29.9,0]
["ERCOT",2009,45.665999999999997,0,1.0029999999999999,17.696999999999999,0]
["ERCOT",2010,37.866999999999997,0,1.2789999999999999,13,0]
["ERCOT",2011,31.765999999999998,0,1.2929999999999999,12.083,0]
["ERCOT",2012,21.43,0,1.3149999999999999,19.806000000000001,0]
["ERCOT",2013,24.265999999999998,0,2.8490000000000002,22.853999999999999,0]
["ERCOT",2014,23.931999999999999,0,6.4249999999999998,30.861999999999998,0]
["ERCOT",2015,24.094999999999999,0,8.5090000000000003,27.686,0.61399999999999999]
["ERCOT",2016,26.731999999999999,0,13.724,18.576000000000001,0.624]
["ERCOT",2017,30.198,0,24.123000000000001,13.968999999999999,0.03]
["ERCOT",2018,25.3154,0,36.39542999999999,6.5517999999999992,1.0012099999999999]
["ERCOT",2019,26.902560000000005,0,53.531729999999982,5.2826000000000004,2.0291899999999998]
["ERCOT",2020,17.685020000000002,0,64.913200000000003,3.28,12.779]
["SPP",2007,20.616,0,0,3.0049999999999999,0]
["SPP",2008,47.9,0,7.0000000000000007E-2,4.2,0]
["SPP",2009,39.521000000000001,0,8.7999999999999995E-2,4.6529999999999996,0]
["SPP",2010,15.978999999999999,0,0.08,2.1800000000000002,0]
["SPP",2011,20.027000000000001,0,0.04,0.77800000000000002,0]
["SPP",2012,19.245999999999999,0,5.6000000000000001E-2,1.9239999999999999,0]
["SPP",2013,15.8216,0,2.5000000000000001E-2,2.3248000000000002,0]
["SPP",2014,14.327,0,1.1394000000000002,2.851,0]
["SPP",2015,19.962599999999998,0,1.8984799999999999,2.2050000000000001,0.06]
["SPP",2016,32.922419999999995,0,3.7737999999999969,0.50700000000000001,4.0189999999999997E-2]
["SPP",2017,52.580529999999968,0,17.047299999999989,1.583,0.84143999999999997]
["SPP",2018,57.309190000000001,0,25.306266999999998,0.255,2.7984]
["SPP",2019,56.990279999999984,0,28.668866999999995,0.29128999999999994,4.2116000000000007]
["SPP",2020,45.474299999999992,0,36.260300000000001,3.5459999999999998,5.734]
["MISO",2007,65.778000000000006,0,0,8.4740000000000002,0]
["MISO",2008,63.65,0,0,5.7,0]
["MISO",2009,61.47,0,0,2.153,0]
["MISO",2010,62.362000000000002,0,0,3.8490000000000002,0]
["MISO",2011,41.466000000000001,0,0.19,2.8580000000000001,0]
["MISO",2012,13.022,0,0,7.7290000000000001,0]
["MISO",2013,15.3499,0,0.11,6.2830000000000004,0]
["MISO",2014,11.541399999999999,0,1.3784000000000001,18.0654,0]
["MISO",2015,19.273400000000006,0,2.4894499999999997,18.6708,0.19713999999999998]
["MISO",2016,36.081889999999994,0,9.1808099999999975,15.230450000000001,0.13400000000000001]
["MISO",2017,29.25065,0,14.96256,10.88266,0.14000000000000001]
["MISO",2018,33.661709999999992,0,34.382629999999999,8.3971,0.21]
["MISO",2019,20.749280000000002,0,50.426449999999981,7.7690000000000001,1.0275000000000001]
["MISO",2020,19.179599999999997,0,63.552800000000005,5.0350000000000001,2.536]
["PJM",2007,35.134999999999998,0,0,17.707999999999998,0]
["PJM",2008,42.6,0,5.5E-2,32.1,0]
["PJM",2009,41.515000000000001,0,0.65200000000000002,22.123999999999999,0]
["PJM",2010,36.936999999999998,0,3.9039999999999999,21.170999999999999,0]
["PJM",2011,44.298999999999999,0,3.6219999999999999,58.107999999999997,0]
["PJM",2012,18.113,0,1.258,37.741999999999997,0]
["PJM",2013,15.77318,0,1.8035999999999999,41.6511,0]
["PJM",2014,12.5379,0,2.4319999999999999,41.7836,0]
["PJM",2015,11.6257,0,3.4702500000000001,60.598120000000002,0.86599999999999999]
["PJM",2016,7.6419499999999987,0,14.710999999999995,48.53361000000001,0.46335000000000004]
["PJM",2017,10.961694999999999,0,18.708784999999995,35.536099999999998,0.33310000000000001]
["PJM",2018,22.695175000000006,0,30.355095000000009,32.851680000000002,1.081393]
["PJM",2019,27.117275000000003,0,56.807195000000021,17.169900000000002,6.1547919999999996]
["PJM",2020,13.987299999999999,15.6983,89.12312,9.8801000000000005,14.898250000000001]
["NYISO",2007,7.4909999999999997,0,0,8.8840000000000003,0]
["NYISO",2008,7.96,0,0,7.54,0]
["NYISO",2009,6.984,0,0,6.9909999999999997,0]
["NYISO",2010,7.0389999999999997,0,0,4.9829999999999997,0]
["NYISO",2011,5.6989999999999998,0,0,6.0579999999999998,0]
["NYISO",2012,2.302,0,0,5.4080000000000004,0]
["NYISO",2013,2.2170000000000001,0,0,6.2779999999999996,0]
["NYISO",2014,2.0077000000000003,0,0.21030000000000001,3.5731999999999999,0]
["NYISO",2015,3.4589000000000003,0,0.153,7.5,0.06]
["NYISO",2016,4.3433000000000002,0,0.74299999999999999,6.8055000000000012,0.23489999999999997]
["NYISO",2017,6.3122000000000007,0,1.9738000000000002,5.5111000000000008,0.23489999999999997]
["NYISO",2018,14.912920000000002,0,4.1665000000000001,6.4983900000000006,1.4904000000000002]
["NYISO",2019,18.118399999999998,0,10.076549999999997,6.0952999999999999,6.8833690000000001]
["NYISO",2020,5.4080000000000004,28.161999999999999,12.269,3.51,11.888500000000001]
["ISO-NE",2007,2.0760000000000001,0,0,10.938000000000001,0]
["ISO-NE",2008,5.8,0,0,12,0]
["ISO-NE",2009,3.6480000000000001,0,0,6.3929999999999998,0]
["ISO-NE",2010,3.92,0,0,6.3150000000000004,0]
["ISO-NE",2011,3.077,0,1.6E-2,5.8049999999999997,0]
["ISO-NE",2012,2.137,0,1.6E-2,3.67,0]
["ISO-NE",2013,2.5057,0,1.5800000000000002E-2,4.7416,0]
["ISO-NE",2014,4.0377999999999998,0,6.0000000000000001E-3,6.4369499999999995,0]
["ISO-NE",2015,4.282,0,0.43099999999999999,9.2119999999999997,9.4E-2]
["ISO-NE",2016,5.8494200000000003,0,0.71496999999999988,6.3910900000000002,0.14334]
["ISO-NE",2017,8.4079499704837808,0,0.96668000030517576,4.4570279792547227,0.48834499740600584]
["ISO-NE",2018,15.9802199706,0,1.7846799981999999,4.4207970069099991,1.1352000045300001]
["ISO-NE",2019,14.251399998664857,0,1.7011800003051758,0.92634400272369388,2.2869999999999999]
["ISO-NE",2020,0.22579999999999928,14.907,3.9767000000000006,0.95760000000000001,3.645]
["All Regions",2007,{"$f":"SUMIF($B$3:$B$136,$B155,C$3:C$136)","v":223.00200000000001},{"$f":"SUMIF($B$3:$B$136,$B155,D$3:D$136)","v":0},22.37,103.46899999999999,0]
["All Regions",2008,{"$f":"SUMIF($B$3:$B$136,$B156,C$3:C$136)","v":286.45},0,35.631,108.68500000000002,0]
["All Regions",2009,294.90499999999997,0,33.517000000000003,92.85,0]
["All Regions",2010,248.95,0,50.930999999999997,95.616000000000014,0]
["All Regions",2011,212.77700000000002,0,60.461999999999996,129.904,0]
["All Regions",2012,121.60600000000001,0,44.061,123.63799999999999,0]
["All Regions",2013,109.51817999999999,0,39.387000000000008,126.68090000000001,0]
["All Regions",2014,91.838099999999997,0,44.558119999999995,138.70413000000002,0]
["All Regions",2015,105.307845,0,56.387612000000004,154.13727799999998,7.2091399999999988]
["All Regions",2016,135.82603,0,119.59504719999998,126.984611,11.594825]
["All Regions",2017,165.45433499999996,0,185.56886824999998,100.90233999999998,18.159110000000002]
["All Regions",2018,201.27005,0,277.01486249999999,74.749079999999992,26.4083243]
["All Regions",2019,193.36092400000001,0,352.20250540000001,69.704689999999999,46.232950000000002]
["All Regions",2020,139.05051999999998,17.910299999999999,439.76246739999999,65.361099999999993,76.927849999999992]

{"sheet":"Capacity in Queues, COD+Status","index":14,"n_rows":33,"n_cols":14,"rows_kept":33,"cut":false,"hidden":false,"merged":[[21,0,21,4],[21,9,21,13]]}
["Capacity in queues for selected resource types, by requested online year and interconnection study status"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: Berkeley Lab review of interconnection queues",null,null,null,null,null,null,null,null,"Source: Berkeley Lab review of interconnection queues"]
[]
["Capacity (GW) of Projects in Queues, by Expected Online Year",null,null,null,null,null,null,null,null,"Capacity (GW) of Projects in Queues, by Interconnection Status"]
["Online Year","Wind","Solar","Standalone Storage","Gas",null,null,null,null,null,"Wind","Solar","Standalone Storage","Gas"]
["< 2021",30.511800000000001,35.621770000000005,2.53335,11.5221,null,null,null,null,"IA Executed",36.7333,52.955190000000002,7.2489999999999997,4.9672000000000001]
[2021,32.386620000000001,67.756710000000012,9.6125000000000007,8.5190000000000001,null,null,null,null,"In Progress",123.41849999999999,291.02800000000002,52.155850000000001,65.388499999999993]
[2022,32.1798,119.7092,25.894500000000001,9.757299999999999,null,null,null,null,"Not Started",48.987000000000002,115.3467,33.319499999999998,3.6659999999999999]
[2023,23.454000000000001,146.77270000000001,29.388999999999999,10.424299999999999,null,null,null,null,"Unknown",0,3.1148169999999999,1.2E-2,0]
[2024,25.337,39.615000000000002,11.723000000000001,4.1189999999999998,null,null,null,null,"Total",{"$f":"SUM(K24:K27)","v":209.13879999999997},{"$f":"SUM(L24:L27)","v":462.44470700000005},92.736350000000002,74.021699999999996]
[2025,9.8510000000000009,13.925000000000001,5.2889999999999997,4.0270000000000001]
[2026,9.5,2.411,2.3570000000000002,1.873]
[2027,17.992000000000001,0.4,1.2,0]
["unknown",25.751999999999999,35.893000000000001,4.7380000000000004,23.78]
["Total",206.96421999999998,462.10438000000011,92.736350000000002,74.02170000000001]

{"sheet":"Wind Capacity in Queues, Region","index":15,"n_rows":38,"n_cols":5,"rows_kept":38,"cut":false,"hidden":false,"merged":[]}
["Wind power capacity within 42 selected interconnection queues at end of 2020, by region"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: Berkeley Lab review of interconnection queues"]
[]
[]
[null,"Cumulative","Annual","Cumulative","Annual"]
[null,"Onshore Wind","Onshore Wind","Offshore Wind","Offshore Wind"]
[null,"Capacity (MW)","Capacity (MW)","Capacity (MW)","Capacity (MW)"]
[null,"end of 2020","added in 2020","end of 2020","added in 2020"]
["CAISO",11047.3,7866.6,2212,2050]
["ERCOT",17489.02,848,0,0]
["ISO-NE",225.8,64.8,14907,3600]
["MISO",18841.599999999999,5128.6000000000004,0,0]
["NYISO",5408,0,28162,16530]
["PJM",13987.3,3691.3,15698.3,2650]
["SPP",45977.8,3458,0,0]
["Southeast (non-I",2071,417,0,0]
["West (non-ISO)",33111.699999999997,8468,0,0]

{"sheet":"Hybrid Capacity in Queues","index":16,"n_rows":56,"n_cols":22,"rows_kept":56,"cut":false,"hidden":false,"merged":[[4,17,6,17],[4,18,5,21],[44,1,44,3],[44,5,44,9]]}
["Hybrid / co-located capacity within 42 selected interconnection queues at end of 2020"]
[]
[]
[]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Region","% of Proposed Capacity Hybridizing in Each Region"]
[]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Wind","Solar","Nat. Gas","Battery"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"CAISO",{"$f":"G32/(G32+L32)","v":0.37317203773954888},0.8855349102669795,0,0.64266781411359719]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"ERCOT",5.717873271343963E-2,0.20645315869339512,0.3353596757852077,0.37410921130609825]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"SPP",3.5386643119070506E-2,0.22110479684982995,0.32559908710536328,0.38430151401267049]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"MISO",5.1747197690217392E-2,0.17855916917872766,0,"n/a"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"PJM",1.3137682916969845E-2,0.19330225422987887,1.3184047302763655E-2,"n/a"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"NYISO",3.0086386654751265E-3,4.8088678783926968E-2,6.4947519846555488E-2,{"$f":"J37/(J37+O37)","v":2.3256823013841282E-2}]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"ISO-NE",0,0.11919430683732744,0,"n/a"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"West (non-ISO)",0.12648097198271308,0.66926197870523341,5.8536585365853662E-2,"n/a"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Southeast (non-ISO)",0,0.13281424486203136,5.3585098239346774E-3,"n/a"]
[null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"TOTAL",6.3254636322419719E-2,0.34440571284727212,5.6643002370932775E-2,"n/a"]
[]
[]
[]
[]
["Notes: (1) Hybrid plants involving multiple generator types (e.g., wind+PV+storage, or just wind+PV) show up in all generator categories, presuming the capacity is known"]
["for each generator type. (2) Hybrid storage capacity is estimated using storage:generator ratios from projects that provide separate capacity data"]
["Source: Berkeley Lab review of interconnection queues"]
[]
[]
["Total capacity in 42 queues at end of 2020",null,null,null,null,"Total capacity in queues at end of 2020, by region"]
[null,null,null,null,null,null,"Hybrid","Hybrid","Hybrid ","Hybrid ","Hybrid","Standalone","Standalone","Standalone","Standalone","Standalone","Standalone","Standalone","Standalone"]
[null,null,null,null,null,null,"Wind","Solar","Nat. Gas","Storage*","Other","Wind","Solar","Nat. Gas","Battery","Other Storage","Coal","Nuclear","Other"]
[null,"Hybrid","Standalone","Hybrid",null,null,"Capacity (MW)","Capacity (MW)","Capacity (MW)","Capacity (MW)","Capacity (MW)","Capacity (MW)","Capacity (MW)","Capacity (MW)","Capacity (MW)","Capacity (MW)","Capacity (MW)","Capacity (MW)","Capacity (MW)"]
[null,"GW","GW","%",null,null,"end of 2020","end of 2020","end of 2020","end of 2020","end of 2020","end of 2020","end of 2020","end of 2020","end of 2020","end of 2020","end of 2020","end of 2020","end of 2020"]
["Solar",159.30000000000001,303.2,{"$f":"B32/(B32+C32)","v":0.34443243243243243},null,"CAISO",4948,41892,0,37339,1032,8311.2999999999993,5415,780,20761,1951,0,0,5]
["Wind",13.228999999999999,195.9,{"$f":"B33/(B33+C33)","v":6.3257606549067785E-2},null,"ERCOT",1000,13442,1655,7638.3,0,16489.02,51667.199999999997,3280,12779,0,0,0,200]
["Storage",111.7,92.7,{"$f":"B34/(B34+C34)","v":0.54647749510763211},null,"SPP",1627,7906,1712,3579,0,44350.8,27850.799999999999,3546,5734,0,0,0,0]
["Natural Gas",4.1929999999999996,69.828699999999998,{"$f":"B35/(B35+C35)","v":5.6645551237002122E-2},null,"MISO",975,11444,0,2673.9349999999999,50,17866.599999999999,52646.8,5035,2536,0,0,0,191]
["Other",1.696429,9.7289999999999992,{"$f":"B36/(B36+C36)","v":0.14847836348201893},null,"PJM",390,17227.7,132,8046.0159999999996,0,29295.599999999999,71895.42,9880.1,14898.25,0,11,145.30000000000001,844.5]
[null,null,null,null,null,"NYISO",101,590,243.8,268,0,33469,11679,3510,11255.5,633,0,0,117]
["*Note: Hybrid storage capacity is estimated using",null,null,null,null,"ISO-NE",0,474,0,237,0,15132.8,3502.7,957.6,3635,10,0,37,94]
["storage:generator ratios from projects that provide",null,null,null,null,"West (non-ISO)",4188,58710.9,240,45459.839999999997,597.20000000000005,28923.7,29013.94,3860,14641.6,1000,0,600,4649.1899999999996]
["separate capacity data",null,null,null,null,"Southeast (non-ISO)",0,7582,210,6489.3,17.2,2071,49505.25,38980,2902,0,119.7,2600,115.57]
[null,null,null,null,null,"TOTAL",{"$f":"SUM(G32:G40)","v":13229},159268.6,4192.8,111730.391,1696.4,195909.82,303176.11,69828.7,89142.35,3594,130.69999999999999,3382.3,6216.2599999999993]
[null,null,null,null,null,"*Note: Hybrid storage capacity is estimated using storage:generator ratios from projects that provide separate capacity data"]
[]
["Wind and solar hybrid / co-located capacity in queues at end of 2020, by configuration"]
[null,"Wind Capacity in Hybrids (MW)",null,null,null,"Solar Capacity in Hybrids (MW)"]
[null,"Wind+\nStorage","Wind+\nSolar","Wind+\nSolar+\nStorage",null,"Solar+\nStorage","Solar+\nWind","Solar+\nWind+\nStorage","Solar+\nHydro","Solar+\nNat. Gas"]
["CAISO",4327,621,0,null,41275,617,0,0,0]
["ERCOT",1000,0,0,null,13050,392,0,0,0]
["SPP",620,1007,0,null,7906,0,0,0,0]
["MISO",0,810,165,null,9593,1287,364,200,0]
["PJM",390,0,0,null,17227.7,0,0,0,0]
["NYISO",101,0,0,null,590,0,0,0,0]
["ISO-NE",0,0,0,null,474,0,0,0,0]
["West (non-ISO)",500,1988,1700,null,57784.9,260,566,0,100]
["Southeast (non-ISO)",0,0,0,null,7582,0,0,0,0]
["Total",{"$f":"SUM(B47:B55)","v":6938},{"$f":"SUM(C47:C55)","v":4426},{"$f":"SUM(D47:D55)","v":1865},null,{"$f":"SUM(F47:F55)","v":155482.6},{"$f":"SUM(G47:G55)","v":2556},{"$f":"SUM(H47:H55)","v":930},{"$f":"SUM(I47:I55)","v":200},{"$f":"SUM(J47:J55)","v":100}]

{"sheet":"Gen+Storage Hybrids in Queues","index":17,"n_rows":54,"n_cols":26,"rows_kept":54,"cut":false,"hidden":false,"merged":[[23,11,25,11],[23,12,23,19],[23,21,23,25],[24,6,24,7],[24,8,24,9],[24,12,24,15],[24,16,24,19],[24,21,24,25]]}
["Generator+storage hybrid / co-located projects and standalone storage in interconnection queues: wind+storage, PV+storage, standalone storage"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: Berkeley Lab review of interconnection queues"]
[]
[null,null,null,null,null,null,null,null,null,null,null,"Region","Storage:Generation Capacity Ratio",null,null,null,null,null,null,null,null,"CAISO Generator+Storage Hybrids: "]
[null,"Wind+Storage","Solar+Storage","Standalone Storage",null,null,"Wind+Storage",null,"Solar+Storage",null,null,null,"Wind+Storage",null,null,null,"Solar+Storage",null,null,null,null,"Total Capacity as Percentage of POI Limit"]
["Region","MW, end of 2020","MW, end of 2020","MW, end of 2020",null,null,"Wind","Storage","Solar","Storage",null,null,"n","p25","median","p75","n","p25","median","p75",null,null,"Solar+Storage","Wind+Storage","Solar Only","Wind Only"]
["CAISO",4327,41275,22712,null,"CAISO",4327,1779,41275,35344,null,"CAISO",9,0.62886600000000004,0.98550720000000003,0.99514559999999996,150,0.5346535,0.98508370000000001,1,null,"p25",1.53,1.1100000000000001,1,0.64800000000000002]
["ERCOT",1000,13050,12779,null,"ERCOT",1000,392,12520,6209,null,"ERCOT",5,0.23666670000000001,0.28857139999999998,0.34857139999999998,49,0.24875620000000001,0.3990148,0.66887410000000003,null,"median",2,1.26,1.0125,1.036]
["SPP",620,7906,5734,null,"SPP",620,144.1,7906,3435,null,"MISO",0,".",".",".",28,0.2,0.25,0.5,null,"p75",2.0299999999999998,2.06,1.0294266666666667,1.036]
["MISO",0,9593,2536,null,"MISO",0,0,6038,1238,null,"NYISO",1,0.05,0.05,0.05,4,8.7037000000000003E-2,0.15,0.35,null,"n",159,9,159,9]
["PJM",390,17227.7,14898.25,null,"PJM",390,49,2219,737.4,null,"PJM",2,9.0909100000000007E-2,0.1307487,0.1705882,11,0.2254902,0.32,0.68539329999999998]
["NYISO",101,590,11888.5,null,"NYISO",101,5,590,134,null,"SPP",3,0.08,0.28461540000000002,0.45454549999999999,38,0.25742579999999998,0.40270270000000002,0.625]
["ISO-NE",0,474,3645,null,"Southeast (non-ISO)",0,0,2357,2113,null,"Southeast (non-ISO)",0,".",".",".",16,0.46732950000000001,1,1.0649139999999999]
["Southeast (non-ISO)",0,7582,2902,null,"West (non-ISO)",500,250,29421,21454,null,"West (non-ISO)",1,0.5,0.5,0.5,103,0.5,0.8,1,null,"Data for figure:"]
["West (non-ISO)",500,57784.9,15641.6,null,"Combined",6938,2619.1,102326,70664.399999999994,null,"Combined",20,0.20344390000000001,0.34857139999999998,0.98550000000000004,{"$f":"SUM(Q27:Q34)","v":399},0.4289694,0.66242040000000002,1,null,null,"Solar+Storage","Wind+Storage","Solar Portion Only","Wind Portion Only"]
["TOTAL",{"$f":"SUM(B27:B35)","v":6938},{"$f":"SUM(C27:C35)","v":155482.6},{"$f":"SUM(D27:D35)","v":92736.35},null,"*Note: This table only includes values for projects",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"p0-p25",1.53,1.1100000000000001,1,0.64800000000000002]
[null,null,null,null,null,"containing capacity data for both generator and storage.",null,null,null,null,null,"Data for Figure:",null,null,null,null,null,null,null,null,null,"25-50th percentile",{"$f":"W28-W27","v":0.47},{"$f":"X28-X27","v":0.14999999999999991},1.2499999999999956E-2,0.38800000000000001]
[null,null,null,null,null,null,null,null,null,null,null,null,null,"p0-p25","25-50th percentile","50-75th percentile","median",null,null,null,null,"50-75th percentile",{"$f":"W29-W28","v":2.9999999999999805E-2},0.8,1.6926666666666756E-2,0]
[null,null,null,null,null,null,null,null,null,null,null,"CAISO","Wind+",0.62886600000000004,0.35664119999999999,9.6383999999999359E-3,{"$f":"N39+O39","v":0.98550720000000003},null,null,null,null,"median",{"$f":"SUM(W36:W37)","v":2},{"$f":"SUM(X36:X37)","v":1.26},1.0125,1.036]
[null,null,null,null,null,null,null,null,null,null,null,null,"Solar+",0.5346535,0.4504302,1.4916299999999993E-2,{"$f":"N40+O40","v":0.98508370000000001}]
[null,null,null,null,null,null,null,null,null,null,null,"ERCOT","Wind+",0.23666670000000001,5.190469999999997E-2,0.06,0.28857139999999998]
[null,null,null,null,null,null,null,null,null,null,null,null,"Solar+",0.24875620000000001,0.15025859999999999,0.26985930000000002,0.3990148]
[null,null,null,null,null,null,null,null,null,null,null,"MISO","Wind+"]
[null,null,null,null,null,null,null,null,null,null,null,null,"Solar+",0.2,4.9999999999999989E-2,0.25,0.25]
[null,null,null,null,null,null,null,null,null,null,null,"NYISO","Wind+"]
[null,null,null,null,null,null,null,null,null,null,null,null,"Solar+",8.7037000000000003E-2,6.2962999999999991E-2,0.19999999999999998,0.15]
[null,null,null,null,null,null,null,null,null,null,null,"PJM","Wind+",9.0909100000000007E-2,3.9839599999999989E-2,3.98395E-2,0.1307487]
[null,null,null,null,null,null,null,null,null,null,null,null,"Solar+",0.2254902,9.4509800000000005E-2,0.36539329999999998,0.32]
[null,null,null,null,null,null,null,null,null,null,null,"SPP","Wind+",0.08,0.2046154,0.16993009999999997,0.28461540000000002]
[null,null,null,null,null,null,null,null,null,null,null,null,"Solar+",0.25742579999999998,0.14527690000000004,0.22229729999999998,0.40270270000000002]
[null,null,null,null,null,null,null,null,null,null,null,"Southeast (non-ISO)","Wind+"]
[null,null,null,null,null,null,null,null,null,null,null,null,"Solar+",0.46732950000000001,0.53267050000000005,6.4913999999999916E-2,1]
[null,null,null,null,null,null,null,null,null,null,null,"West (non-ISO)","Wind+"]
[null,null,null,null,null,null,null,null,null,null,null,null,"Solar+",0.5,0.3,0.2,0.8]

{"sheet":"Queue Completion Rates","index":18,"n_rows":44,"n_cols":5,"rows_kept":44,"cut":false,"hidden":false,"merged":[[21,1,21,4]]}
["Percentage of projects reaching COD by interconnection request year, for five ISOs (CAISO, MISO, PJM, NYISO, ISO-NE)"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: Berkeley Lab review of interconnection queues"]
[]
[null,"Percentage of Projects Reaching COD"]
[null,"All Types","Gas","Solar","Wind"]
[2000,0.29255319148936171,0.32673267326732675,null,0.75]
[2001,0.24154589371980675,0.25806451612903225,null,0.46666666666666667]
[2002,0.33116883116883117,0.30357142857142855,null,0.44186046511627908]
[2003,0.42857142857142855,0.48,null,0.42268041237113402]
[2004,0.36257309941520466,0.34782608695652173,null,0.27272727272727271]
[2005,0.37627118644067797,0.29545454545454547,null,0.32727272727272727]
[2006,0.23786407766990292,0.23287671232876711,0.23529411764705882,0.17171717171717171]
[2007,0.29734219269102991,0.35,0.23809523809523808,0.1111111111111111]
[2008,0.13422818791946309,0.14414414414414414,0.12396694214876033,0.102880658436214]
[2009,0.2454780361757106,0.33333333333333331,0.30555555555555558,9.0322580645161285E-2]
[2010,0.17691342534504392,0.29310344827586204,0.1626984126984127,8.6092715231788075E-2]
[2011,0.13761467889908258,0.30263157894736842,9.5923261390887291E-2,7.6923076923076927E-2]
[2012,0.26334519572953735,0.36170212765957449,0.15853658536585366,0.16363636363636364]
[2013,0.35172413793103446,0.41,0.17142857142857143,0.27272727272727271]
[2014,0.2857142857142857,0.35915492957746481,0.2236024844720497,0.32758620689655171]
[2015,0.18245614035087721,0.25170068027210885,0.12437810945273632,0.25925925925925924]
[2016,0.11204481792717087,0.24731182795698925,5.4704595185995623E-2,6.3926940639269403E-2]
[2017,6.0559006211180127E-2,0.23863636363636365,1.1146496815286623E-2,2.9166666666666667E-2]
[2018,2.1810250817884406E-2,0.11428571428571428,4.0595399188092015E-3,9.0909090909090905E-3]
[2019,1.3016845329249618E-2,8.7499999999999994E-2,8.0889787664307385E-3,0]
[2020,0,0,0,0]

{"sheet":"Queue Completion Time","index":19,"n_rows":44,"n_cols":10,"rows_kept":44,"cut":false,"hidden":false,"merged":[[21,1,21,9]]}
["Number of days from interconnection request to COD, for four ISOs (CAISO, PJM, NYISO, ISO-NE)"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: Berkeley Lab review of interconnection queues"]
[]
[null,"Days from Interconnection Request to COD"]
["Year Online","Coal","Gas","Hydro","Nuclear","Other","Solar","Storage","Wind","Combined (All Types)"]
[2000,null,55,null,null,null,null,null,null,251]
[2001,384,397,null,null,null,null,null,null,541.5]
[2002,null,1102,null,null,null,null,null,null,977]
[2003,null,928,null,null,null,null,null,null,928]
[2004,null,1145.5,null,null,null,null,null,380,923.5]
[2005,null,1078,null,null,406.5,null,null,null,523]
[2006,null,223,null,null,684,null,null,1182,642]
[2007,62,153,null,null,384,null,null,901,464]
[2008,391,306,null,null,613.5,null,null,1201,607]
[2009,null,1087,null,null,588,null,null,1421,1102.5]
[2010,1106.5,1010,1401,1022,865,359.5,null,1490,1022]
[2011,1501.5,1344,null,1677,785,675.5,null,2113,1041]
[2012,1696,1003,1468.5,2058,770,794,null,2195,1155]
[2013,null,1234.5,878,893,1010,1362,null,2973,1316]
[2014,null,1170.5,573.5,1505,969,1630,null,2360,1505]
[2015,null,965,893,null,713,1650,664,2553.5,1034]
[2016,null,820,null,null,919.5,1927,null,1567,1567]
[2017,null,1238,527.5,null,494,1346,null,2584,1233]
[2018,null,1387,959,null,2318,1448,null,3046,1348]
[2019,null,1381,null,null,1547,1706,null,2057,1562]
[2020,null,1014,null,null,null,1767,null,1481,1502]

{"sheet":"OEM Market Share","index":20,"n_rows":33,"n_cols":17,"rows_kept":33,"cut":false,"hidden":false,"merged":[]}
["Annual U.S. market share of wind turbine manufacturers by MW, 2005–2020"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: ACP"]
[]
["Turbine OEM",2005,2006,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020]
["GE Wind",1431,1146,2341.5,3585,3994.5,2543.2000000000003,2006.1,5016.3599999999997,983.6,2912.21,3468.0650000000001,3421.0450000000001,2066.2199999999998,3010.915,4146.1099999999997,8850.1699999999983]
["Vestas",699.15,439.25,948.35,1120.0350000000001,1488.61,221.1,1969.35,1818.0800000000002,4,584.25,2869.6,3530.4500000000003,2481.0500000000002,2886.25,3002.6499999999996,5802.95]
["Siemens (pre-2017)",0,572.70000000000005,862.5,791.2,1161.5,828,1233.0999999999999,2637.93,87.31,1240.6279999999999,1218.924,829.12699999999995]
["Gamesa (pre-2017)",50,74,494,616,600,566,154,1341.1,0,22.85,401.85,318.39999999999998]
["SGRE",null,null,null,null,null,null,null,null,null,null,null,null,1625.1750000000002,629.6,1424.1550000000002,1529.8899999999999]
["Acciona (pre-2016)",0,0,0,409.5,204,99,0,195,0,0,465]
["Nordex (pre-2016)",0,0,2.5,0,62.5,20,287.5,275.10000000000002,0,90.4,137.5]
["Nordex Acciona",null,null,null,null,null,null,null,null,null,null,null,93,806.32500000000005,866.4,548.83500000000004,451.2]
["Goldwind",0,0,0,0,4.5,0,4.5,157.5,0,0,7.5,1.5,6,171.07,14,201.6]
["Other",194.26499999999987,221.5,603.64999999999964,1840.6999999999998,2489.5830000000014,942.6899999999996,1165.4800000000014,1694.6000000000004,12.424999999999955,1.5,21.5,15,31.75,24.150000000000546,0.8999999999996362,0]

{"sheet":"Manufacturing Facilities","index":21,"n_rows":22,"n_cols":1,"rows_kept":22,"cut":false,"hidden":false,"merged":[]}
["Location of wind turbine and component manufacturing facilities"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: ACP"]

{"sheet":"Manufacturing Capability","index":22,"n_rows":32,"n_cols":21,"rows_kept":32,"cut":false,"hidden":false,"merged":[]}
["Domestic wind manufacturing capability vs. U.S. wind power capacity installations"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: ACP,  independent analyst projections, Berkeley Lab"]
["Note: Actual nacelle assembly, tower production, and blades production would be expected to be below maximum production capacity. "]
[]
[null,2006,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020,"2021E","2022e","2023e","2024e","2025e"]
["Actual wind power capacity additions (GW)",2.4660000000000002,5.2530000000000001,8.3699999999999992,9.9969999999999999,5.218,6.6040000000000001,13.34,1.087,4.8570000000000002,8.5990000000000002,8.2029999999999994,7.0170000000000003,7.5880000000000001,9.1370000000000005,16.835999999999999]
["Average forecast capacity additions (GW)",null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,14.539199999999999,7.9084000000000003,7.333333333333333,11.576000000000001,12.764333333333333]
["Nacelle manufacturing capacity (GW)",1.325,2.8250000000000002,6.335,5.923,7.4249999999999998,11.885375,13.412750000000001,12.942950000000002,11.41611,10.218120000000001,11.7,11.7,15,15,15]
["Tower production capacity (number of towers, in thousands)",null,null,null,null,null,null,3.8233976510067098,4.28532718120805,3.7135822147650899,3.1186409395973098,3.15,3.2,3.65,3.65,3.75]
["Blade production capacity (number of blades, in thousands)",null,null,null,null,null,null,12.541392617449601,11.006677852348901,10.834379194630801,10.497709731543599,11.3,11.55,11.4,11.4,10.199999999999999]
["Average turbine capacity (MW)",null,null,null,null,null,null,1.9458,1.8645,1.9246000000000001,1.9976765799256506,2.15,2.3199999999999998,2.4300000000000002,2.5499999999999998,2.7549999999999999]
["Implied tower production capacity (GW)",null,null,null,null,null,null,{"$f":"H28*H30","v":7.4395671493288562},7.989992529362409,7.1471603305368925,6.2300359662308713,6.7725,7.4239999999999995,8.8695000000000004,{"$f":"O28*O30","v":9.3074999999999992},{"$f":"P28*P30","v":10.331249999999999}]
["Implied blade production capacity (GW)",null,null,null,null,null,null,{"$f":"H29/3*H30","v":8.134347251677811},6.8406502852348421,6.9506153993288136,6.9903429578540797,8.0983333333333345,8.9320000000000004,9.2340000000000018,{"$f":"O29/3*O30","v":9.69},{"$f":"P29/3*P30","v":9.3669999999999991}]

{"sheet":"OEM Profitability","index":23,"n_rows":35,"n_cols":15,"rows_kept":35,"cut":false,"hidden":false,"merged":[]}
["Turbine OEM global profitability over time"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: OEM annual reports and financial statements",null,null,null,null,null,null,null,null,null,"Sources: OEM annual reports and financial statements"]
[]
[]
["EBITDA",2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020]
["Gamesa/SGRE",0.13640098603122433,0.13813042081593319,0.12886008387342737,0.11826086956521739,6.5290806754221387E-2,0.12328767123287671,0.12859445209803955,0.14841021267754284,0.16497029488291412,9.3305363006202111E-2,9.3836272367234824E-2,8.7905606392722546E-2,-1.191606031846462E-2,"Gamesa in 2016 and earlier, SGRE in 2017 and after"]
["Vestas",0.1268631436314363,9.2341012010238241E-2,9.8843930635838156E-2,5.226182316655243E-2,4.1435698447893569E-2,8.7113740959894811E-2,0.14138929088277857,0.14935296212750801,0.17837257008889323,0.16587963428112126,0.1360765739096112,0.128,9.3258654430123489E-2]
["Nordex",6.9472571982037518E-2,4.8951640175853905E-2,6.4403292181069965E-2,-2.1720243266724589E-3,7.6257788524132794E-3,5.8490170013293222E-2,6.9760737964831357E-2,7.5058639562157942E-2,8.4094256259204719E-2,6.5208915459094144E-2,4.1356593875808229E-2,3.7691043049381964E-2,2.0212011095103965E-2]
["Goldwind",0.1971326164874552,0.19207903619789238,0.16813082011438857,7.8967181641223683E-2,3.1386131186967287E-2,5.7344640643345823E-2,0.14113067268755491,0.12273816409154754,0.1680697314713456,0.18179820578687098,0.16931434139549462,0.10517021595928319,8.8357020727470981E-2]
[]
[]
["EBIT",2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020]
["Gamesa/SGRE",5.7518488085456038E-2,7.2277545775778995E-2,4.8417842165459399E-2,4.0347826086956522E-2,8.2551594746716698E-3,5.5222602739726026E-2,6.7108033745151799E-2,8.3908851013841532E-2,0.10320901994796183,7.0594673476833278E-2,7.5967916764595481E-2,7.0891618058647216E-2,-2.4570283665506697E-2,"Gamesa in 2016 and earlier, SGRE in 2017 and after"]
["Vestas",0.10399728997289973,4.9419177003347116E-2,4.4797687861271675E-2,-1.028101439342015E-2,-9.6590909090909088E-2,1.6765285996055226E-2,8.7843704775687412E-2,0.1075626261427045,0.13881019830028329,0.1235808299005325,9.0882178804026048E-2,8.3000000000000004E-2,4.7101693771509551E-2]
["Nordex",5.2945625682830483E-2,3.4958923265163429E-2,3.9785693025101695E-2,-3.2038834951456312E-2,-5.550004541738577E-2,2.9488118218731277E-2,4.4840471399827539E-2,5.2232937378419768E-2,4.9655416151263468E-2,1.3877342201189486E-2,-2.2918516639181361E-2,-5.0627679909076824E-3,-1.4221608560579909E-2]
["Goldwind",0.18528907589216145,0.18437895074347221,0.1585624450506124,6.3556279922263856E-2,1.0486037948045271E-2,3.8374531822922477E-2,0.11642118318170429,0.10448881622253006,0.13274846553198891,0.13678012769697129,0.12102080610746851,6.1599856698594885E-2,5.2470097198853267E-2]

{"sheet":"Wind Equip Imports over Time ","index":24,"n_rows":41,"n_cols":7,"rows_kept":41,"cut":false,"hidden":false,"merged":[[23,2,23,6],[24,1,25,1],[24,7,25,7],[24,8,25,8]]}
["Estimated imports of wind-powered generating sets, nacelles, towers, generators and generator parts, and blades and hubs"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Note: Wind-related trade codes and definitions are not consistent over the full time period.  "]
["Source: Berkeley Lab analysis of data from USA Trade Online, https://usatrade.census.gov"]
[]
[null,null,"Billion US$2020"]
[null,"Annual Capacity Additions (GW)","Wind-powered generating sets and parts, including nacelles","Wind towers","Other wind-related equipment","Wind generators and generator parts","Wind blades and hubs"]
[null,null,"(estimated for 2014−2019)"," (estimated for 2006−2010)"," (estimated for 2006−2011)"," (2012-2020)"," (2012−2020)"]
[2006,2.4660000000000002,1.554,0.26600000000000001,0.64900000000000002,"na","na"]
[2007,5.2530000000000001,2.968,0.627,1.3009999999999999,"na","na"]
[2008,8.3699999999999992,3.0150000000000001,1.1619999999999999,1.913,"na","na"]
[2009,9.9969999999999999,2.7450000000000001,0.72499999999999998,1.248,"na","na"]
[2010,5.218,1.45,0.46800000000000003,0.90800000000000003,"na","na"]
[2011,6.6040000000000001,1.42,0.50700000000000001,1.159,"na","na"]
[2012,13.34,1.1000000000000001,0.93,"na",0.51400000000000001,1.0049999999999999]
[2013,1.087,2.5999999999999999E-2,0.11,"na",0.222,0.30399999999999999]
[2014,4.8570000000000002,0.45500000000000002,0.26800000000000002,"na",0.36399999999999999,0.53300000000000003]
[2015,8.5990000000000002,0.57299999999999995,0.32,"na",0.378,0.89]
[2016,8.2029999999999994,0.71,0.32200000000000001,"na",0.372,0.97499999999999998]
[2017,7.0170000000000003,0.79300000000000004,0.23499999999999999,"na",0.311,1.038]
[2018,7.5880000000000001,0.55600000000000005,0.20599999999999999,"na",0.32800000000000001,0.998]
[2019,9.1370000000000005,0.36599999999999999,0.46500000000000002,"na",0.27500000000000002,1.843]
[2020,16.835999999999999,1.099,0.73,"na",0.21099999999999999,2.6110000000000002]

{"sheet":"Wind Equip Imports by Country","index":25,"n_rows":65,"n_cols":8,"rows_kept":65,"cut":false,"hidden":false,"merged":[[25,0,25,1],[25,3,25,4],[25,6,25,7]]}
["Summary map of tracked wind-specific imports into the United States in 2020: top-10 countries of origin and states of entry (million 2020$)"]
["(wind-powered generating sets and parts, towers, generators and generator parts, blades and hubs, and nacelles)"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Notes: Line widths are proportional to amount of imports, by country. Figure does not intend to depict the destination of these imports, by state."]
["Source: Berkeley Lab analysis of data from USA Trade Online, https://usatrade.census.gov"]
[]
["Total wind-specific exports to U.S.\n(million US$2020)",null,null,"Total wind-specific imports by U.S. districts of entry\n(million US$2020)",null,null,"Total wind-specific imports by U.S. state\n(million US$2020)"]
["India",872.5,null,"Houston-Galveston, TX",1373.47,null,"TX",2944.12]
["Spain",620.96,null,"Laredo, TX",1097.74,null,"FL",462.97]
["China",618.82000000000005,null,"Tampa, FL",462.23,null,"MI",237.72]
["Mexico",540.86,null,"Port Arthur, TX",250.01,null,"MN",196.32]
["Germany",366.15,null,"Detroit, MI",237.72,null,"LA",141.22999999999999]
["Brazil",364.7,null,"El Paso, TX",221.97,null,"IL",132.38]
["Denmark",341.1,null,"Minneapolis, MN",196.32,null,"CA",116.15]
["Canada",243.56,null,"New Orleans, LA",141.22999999999999,null,"OR",83.52]
["Korea, South",159.5,null,"Chicago, IL",132.38,null,"NY",74.900000000000006]
["Malaysia",114.73,null,"Columbia-Snake, OR",83.52,null,"AL",73]
["Turkey",100.08,null,"Mobile, AL",73,null,"ME",46.41]
["Vietnam",98.49,null,"San Diego, CA",52.83,null,"MT",43.47]
["Indonesia",76.510000000000005,null,"Portland, ME",46.41,null,"VA",28.55]
["Italy",54.34,null,"Great Falls, MT",43.47,null,"WI",20.38]
["Serbia",23.16,null,"San Francisco, CA",39.22,null,"WA",17.98]
["Argentina",15.68,null,"Buffalo, NY",33.75,null,"MO",9.0399999999999991]
["Marshall Islands",10,null,"Norfolk, VA",28.55,null,"MD",7.24]
["Morocco",6.59,null,"Los Angeles, CA",24.09,null,"SC",4.2]
["United Kingdom",4.12,null,"Ogdensburg, NY",22.42,null,"OH",3.87]
["Japan",3.98,null,"Milwaukee, WI",20.38,null,"GA",3.78]
["Czech Republic",2.75,null,"New York City, NY",18.739999999999998,null,"NC",1.62]
["Taiwan",2.4500000000000002,null,"Seattle, WA",17.98,null,"MA",0.71]
["France",2,null,"St. Louis, MO",9.0399999999999991,null,"VT",0.21]
["Austria",1.63,null,"Baltimore, MD",7.24,null,"ND",0.2]
["Poland",1.52,null,"Charleston, SC",4.2,null,"AZ",0.17]
["Hungary",1.05,null,"Cleveland, OH",3.87,null,"AK",7.0000000000000007E-2]
["Other",3.07,null,"Savannah, GA",3.78,null,"PA",0.06]
[null,null,null,"Wilmington, NC",1.62,null,"PR",0.02]
[null,null,null,"Dallas-Fort Worth, TX",0.93,null,"DC",0.01]
[null,null,null,"Miami, FL",0.74,null,"HI",4.2839999999999996E-3]
[null,null,null,"Boston, MA",0.71]
[null,null,null,"St. Albans, VT",0.21]
[null,null,null,"Pembina, ND",0.2]
[null,null,null,"Nogales, AZ",0.17]
[null,null,null,"Anchorage, AK",7.0000000000000007E-2]
[null,null,null,"Philadelphia, PA",0.06]
[null,null,null,"San Juan, PR",0.02]
[null,null,null,"Washington, DC",0.01]
[null,null,null,"Honolulu, HI",4.2839999999999996E-3]

{"sheet":"Equip Import by Country by Type","index":26,"n_rows":79,"n_cols":18,"rows_kept":79,"cut":false,"hidden":false,"merged":[[72,2,72,3],[72,4,72,5],[72,6,72,7],[72,8,72,9],[72,10,72,11]]}
["Origins of U.S. imports of selected wind turbine equipment"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: Berkeley Lab analysis of data from USA Trade Online, https://usatrade.census.gov"]
[]
["Wind-powered generating sets and nacelles (nacelles for 2020 only)"]
[null,null,2005,2006,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020]
[null,"Asia",0.156,0.26600000000000001,0.27200000000000002,0.23,0.36399999999999999,0.23699999999999999,3.4000000000000002E-2,0.315,0.434,0.27600000000000002,0.122,0.30099999999999999,0.25600000000000001,5.0000000000000001E-3,0.20499999999999999,0.46700000000000003]
[null,"Europe",0.84399999999999997,0.73299999999999998,0.72699999999999998,0.76900000000000002,0.628,0.75600000000000001,0.95699999999999996,0.67200000000000004,0.54,0.71799999999999997,0.873,0.67300000000000004,0.72399999999999998,0.98199999999999998,0.74399999999999999,0.432]
[null,"South America",0,0,0,0,0,1E-3,0,6.0000000000000001E-3,0,0,0,2E-3,1.4E-2,1E-3,3.0000000000000001E-3,9.6000000000000002E-2]
[null,"North America",0,1E-3,1E-3,1E-3,8.0000000000000002E-3,6.0000000000000001E-3,8.9999999999999993E-3,6.0000000000000001E-3,2.5999999999999999E-2,7.0000000000000001E-3,5.0000000000000001E-3,2.4E-2,6.0000000000000001E-3,1.2E-2,4.7E-2,5.0000000000000001E-3]
[null,"Other",0,0,0,0,0,0,0,0,0,0,0,0,0,0,2E-3,0]
[null,"Total Imports (Billion US$2020)",0.63900000000000001,1.554,2.968,3.0150000000000001,2.7450000000000001,1.45,1.42,1.1000000000000001,2.5999999999999999E-2,0.27700000000000002,0.247,0.13800000000000001,0.221,0.20599999999999999,8.4000000000000005E-2,1.099]
[]
["Wind Towers"]
[null,null,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020]
[null,"Asia",0.80500000000000005,0.81200000000000006,0.61,0.56299999999999994,0.39200000000000002,0.51500000000000001,0.30099999999999999,0.56299999999999994,0.78500000000000003,0.49]
[null,"North America",0.16800000000000001,0.13100000000000001,0.36299999999999999,0.17100000000000001,0.36799999999999999,0.16900000000000001,0.35099999999999998,0.311,0.153,0.29299999999999998]
[null,"Europe",2.7E-2,5.0999999999999997E-2,2.5999999999999999E-2,0.25,0.24,0.316,0.34799999999999998,0.126,6.0999999999999999E-2,0.182]
[null,"South America",0,5.0000000000000001E-3,2E-3,1.6E-2,0,0,0,0,2E-3,2.1999999999999999E-2]
[null,"Other",0,2E-3,0,0,0,0,0,0,0,1.4E-2]
[null,"Total Imports (Billion US$2020)",0.50700000000000001,0.93,0.11,0.26800000000000002,0.32,0.32200000000000001,0.23499999999999999,0.20599999999999999,0.46500000000000002,0.73]
[]
["Wind blades and hubs"]
[null,null,2012,2013,2014,2015,2016,2017,2018,2019,2020]
[null,"Asia",0.23200000000000001,0.25800000000000001,0.38500000000000001,0.44600000000000001,0.59599999999999997,0.68200000000000005,0.60899999999999999,0.46800000000000003,0.42399999999999999]
[null,"Europe",0.26400000000000001,7.4999999999999997E-2,0.245,0.35599999999999998,0.22600000000000001,0.214,0.22600000000000001,0.20100000000000001,0.25900000000000001]
[null,"North America",2.1000000000000001E-2,6.0000000000000001E-3,1E-3,1E-3,6.0000000000000001E-3,9.5000000000000001E-2,9.5000000000000001E-2,0.189,0.215]
[null,"South America",0.48399999999999999,0.66100000000000003,0.36899999999999999,0.19800000000000001,0.17100000000000001,8.9999999999999993E-3,7.0000000000000007E-2,0.14199999999999999,9.9000000000000005E-2]
[null,"Other",0,0,0,0,0,0,0,0,3.0000000000000001E-3]
[null,"Total Imports (Billion US$2020)",1.0049999999999999,0.30399999999999999,0.53300000000000003,0.89,0.97499999999999998,1.038,0.998,1.843,2.6110000000000002]
[]
["Wind generators and generator parts"]
[null,null,2012,2013,2014,2015,2016,2017,2018,2019,2020]
[null,"Europe",0.29699999999999999,0.30199999999999999,0.44800000000000001,0.28299999999999997,0.40200000000000002,0.26700000000000002,0.14799999999999999,0.53600000000000003,0.65700000000000003]
[null,"Asia",0.46500000000000002,0.64700000000000002,0.46100000000000002,0.41499999999999998,0.28499999999999998,0.26600000000000001,0.29699999999999999,0.44600000000000001,0.32800000000000001]
[null,"North America",0.23400000000000001,4.9000000000000002E-2,0.09,0.30099999999999999,0.311,0.46700000000000003,0.55300000000000005,1.7999999999999999E-2,1.4999999999999999E-2]
[null,"South America",3.0000000000000001E-3,1E-3,1E-3,2E-3,2E-3,0,2E-3,0,0]
[null,"Other",0,0,0,0,0,0,0,0,1E-3]
[null,"Total Imports (Billion US$2020)",0.51400000000000001,0.222,0.36399999999999999,0.378,0.372,0.311,0.32800000000000001,0.27500000000000002,0.21099999999999999]
[]
[]
["Top 5 import countries for 2020"]
[null,null,"Wind-powered generating sets and nacelles",null,"Towers",null,"Wind blades and hubs",null,"Wind generators and generator parts",null,"Nacelles"]
[null,null,"country","import percentage","country","import percentage","country","import percentage","country","import percentage","country","import percentage"]
[null,1,"India",0.26400000000000001,"Canada",0.20300000000000001,"China",0.191,"Spain",0.35,"India",0.435]
[null,2,"Denmark",0.154,"India",0.192,"Mexico",0.18,"Vietnam",0.29899999999999999,"Denmark",0.255]
[null,3,"Germany",0.14599999999999999,"Malaysia",0.157,"India",0.14199999999999999,"Germany",0.128,"Brazil",0.157]
[null,4,"Brazil",9.5000000000000001E-2,"Spain",0.14499999999999999,"Spain",0.13400000000000001,"Serbia",0.109,"China",6.6000000000000003E-2]
[null,5,"Spain",7.9000000000000001E-2,"Indonesia",0.105,"Brazil",9.9000000000000005E-2,"Denmark",1.4E-2,"Italy",0.03]

{"sheet":"Domestic Content","index":27,"n_rows":27,"n_cols":4,"rows_kept":27,"cut":false,"hidden":false,"merged":[]}
["Approximate domestic content of major components in 2020"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: Berkeley Lab"]
["Note: Figure reflects estimated percentage of blades, towers, and nacelles that were installed in the U.S. in 2020 that were also manufactured / assembled domestically.\n"]
[]
[]
[]
[]
["Component","low end","high end","diff"]
["Blades and Hubs",0.3,0.5,{"$f":"C25-B25","v":0.2}]
["Wind Towers",0.6,0.75,{"$f":"C26-B26","v":0.15000000000000002}]
["Nacelle Assembly",0.85,1,{"$f":"C27-B27","v":0.15000000000000002}]

{"sheet":"Project Finance Terms","index":28,"n_rows":4173,"n_cols":4,"rows_kept":4173,"cut":false,"hidden":false,"merged":[]}
["Cost of 15-year debt and tax equity for utility-scale wind projects over time"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: Intercontinental Exchange Benchmark Administration, BNEF, Norton Rose Fulbright, Berkeley Lab estimates"]
[]
[null,"15-Year","15-Year","Tax Equity"]
[null,"Debt","Debt","Yield"]
["Date","Pre-Tax","Post-Tax","Post-Tax"]
["2005-01-03",6.4350000000000004E-2,4.1827500000000004E-2,6.5000000000000002E-2]
["2005-01-04",6.4400000000000013E-2,4.1860000000000008E-2,6.5000000000000002E-2]
["2005-01-05",6.4649999999999999E-2,4.2022500000000004E-2,6.5000000000000002E-2]
["2005-01-06",6.4500000000000002E-2,4.1925000000000004E-2,6.5000000000000002E-2]
["2005-01-07",6.4399999999999999E-2,4.1860000000000001E-2,6.5000000000000002E-2]
["2005-01-10",6.4549999999999996E-2,4.1957500000000002E-2,6.5000000000000002E-2]
["2005-01-11",6.4399999999999999E-2,4.1860000000000001E-2,6.5000000000000002E-2]
["2005-01-12",6.4100000000000004E-2,4.1665000000000008E-2,6.5000000000000002E-2]
["2005-01-13",6.3449999999999993E-2,4.1242499999999994E-2,6.5000000000000002E-2]
["2005-01-14",6.3450000000000006E-2,4.1242500000000008E-2,6.5000000000000002E-2]
["2005-01-18",6.3649999999999998E-2,4.13725E-2,6.5000000000000002E-2]
["2005-01-19",6.3200000000000006E-2,4.1080000000000005E-2,6.5000000000000002E-2]
["2005-01-20",6.3200000000000006E-2,4.1080000000000005E-2,6.5000000000000002E-2]
["2005-01-21",6.2950000000000006E-2,4.0917500000000002E-2,6.5000000000000002E-2]
["2005-01-24",6.275E-2,4.0787500000000004E-2,6.5000000000000002E-2]
["2005-01-25",6.2899999999999998E-2,4.0884999999999998E-2,6.5000000000000002E-2]
["2005-01-26",6.3100000000000003E-2,4.1015000000000003E-2,6.5000000000000002E-2]
["2005-01-27",6.3199999999999992E-2,4.1079999999999998E-2,6.5000000000000002E-2]
["2005-01-28",6.2600000000000003E-2,4.0690000000000004E-2,6.5000000000000002E-2]
["2005-01-31",6.2600000000000003E-2,4.0690000000000004E-2,6.5000000000000002E-2]
["2005-02-01",6.2600000000000003E-2,4.0690000000000004E-2,6.5000000000000002E-2]
["2005-02-02",6.2649999999999997E-2,4.0722500000000002E-2,6.5000000000000002E-2]
["2005-02-03",6.2700000000000006E-2,4.0755000000000006E-2,6.5000000000000002E-2]
["2005-02-04",6.1649999999999996E-2,4.0072499999999997E-2,6.5000000000000002E-2]
["2005-02-07",6.1549999999999994E-2,4.0007499999999994E-2,6.5000000000000002E-2]
["2005-02-08",6.0999999999999999E-2,3.9649999999999998E-2,6.5000000000000002E-2]
["2005-02-09",6.0799999999999993E-2,3.952E-2,6.5000000000000002E-2]
["2005-02-10",6.1150000000000003E-2,3.9747500000000005E-2,6.5000000000000002E-2]
["2005-02-11",6.1699999999999998E-2,4.0105000000000002E-2,6.5000000000000002E-2]
["2005-02-14",6.1699999999999998E-2,4.0105000000000002E-2,6.5000000000000002E-2]
["2005-02-15",6.1749999999999999E-2,4.01375E-2,6.5000000000000002E-2]
["2005-02-16",6.2350000000000003E-2,4.0527500000000001E-2,6.5000000000000002E-2]
["2005-02-17",6.2549999999999994E-2,4.0657499999999999E-2,6.5000000000000002E-2]
["2005-02-18",6.3549999999999995E-2,4.1307499999999997E-2,6.5000000000000002E-2]
["2005-02-22",6.3799999999999996E-2,4.147E-2,6.5000000000000002E-2]
["2005-02-23",6.334999999999999E-2,4.1177499999999992E-2,6.5000000000000002E-2]
["2005-02-24",6.3649999999999998E-2,4.13725E-2,6.5000000000000002E-2]
["2005-02-25",6.3750000000000001E-2,4.1437500000000002E-2,6.5000000000000002E-2]
["2005-02-28",6.3750000000000001E-2,4.1437500000000002E-2,6.5000000000000002E-2]
["2005-03-01",6.4849999999999991E-2,4.2152499999999996E-2,6.5000000000000002E-2]
["2005-03-02",6.4950000000000008E-2,4.2217500000000005E-2,6.5000000000000002E-2]
["2005-03-03",6.4799999999999996E-2,4.2119999999999998E-2,6.5000000000000002E-2]
["2005-03-04",6.4350000000000004E-2,4.1827500000000004E-2,6.5000000000000002E-2]
["2005-03-07",6.3799999999999996E-2,4.147E-2,6.5000000000000002E-2]
["2005-03-08",6.4599999999999991E-2,4.1989999999999993E-2,6.5000000000000002E-2]
["2005-03-09",6.565E-2,4.2672500000000002E-2,6.5000000000000002E-2]
["2005-03-10",6.6000000000000003E-2,4.2900000000000001E-2,6.5000000000000002E-2]
["2005-03-11",6.6200000000000009E-2,4.3030000000000006E-2,6.5000000000000002E-2]
["2005-03-14",6.6299999999999998E-2,4.3095000000000001E-2,6.5000000000000002E-2]
["2005-03-15",6.5750000000000003E-2,4.2737500000000005E-2,6.5000000000000002E-2]
["2005-03-16",6.6000000000000003E-2,4.2900000000000001E-2,6.5000000000000002E-2]
["2005-03-17",6.5850000000000006E-2,4.2802500000000007E-2,6.5000000000000002E-2]
["2005-03-18",6.5949999999999995E-2,4.2867499999999996E-2,6.5000000000000002E-2]
["2005-03-21",6.6299999999999998E-2,4.3095000000000001E-2,6.5000000000000002E-2]
["2005-03-22",6.6049999999999998E-2,4.2932499999999998E-2,6.5000000000000002E-2]
["2005-03-23",6.745000000000001E-2,4.3842500000000006E-2,6.5000000000000002E-2]
["2005-03-24",6.6849999999999993E-2,4.3452499999999998E-2,6.5000000000000002E-2]
["2005-03-28",6.7299999999999999E-2,4.3744999999999999E-2,6.5000000000000002E-2]
["2005-03-29",6.7099999999999993E-2,4.3614999999999994E-2,6.5000000000000002E-2]
["2005-03-30",6.6849999999999993E-2,4.3452499999999998E-2,6.5000000000000002E-2]
["2005-03-31",6.6199999999999995E-2,4.3029999999999999E-2,6.5000000000000002E-2]
["2005-04-01",6.6350000000000006E-2,4.3127500000000006E-2,6.5000000000000002E-2]
["2005-04-04",6.5799999999999997E-2,4.2770000000000002E-2,6.5000000000000002E-2]
["2005-04-05",6.6000000000000003E-2,4.2900000000000001E-2,6.5000000000000002E-2]
["2005-04-06",6.5750000000000003E-2,4.2737500000000005E-2,6.5000000000000002E-2]
["2005-04-07",6.5599999999999992E-2,4.2639999999999997E-2,6.5000000000000002E-2]
["2005-04-08",6.6650000000000001E-2,4.33225E-2,6.5000000000000002E-2]
["2005-04-11",6.6049999999999998E-2,4.2932499999999998E-2,6.5000000000000002E-2]
["2005-04-12",6.5849999999999992E-2,4.2802499999999993E-2,6.5000000000000002E-2]
["2005-04-13",6.4949999999999994E-2,4.2217499999999998E-2,6.5000000000000002E-2]
["2005-04-14",6.4899999999999999E-2,4.2185E-2,6.5000000000000002E-2]
["2005-04-15",6.4700000000000008E-2,4.2055000000000009E-2,6.5000000000000002E-2]
["2005-04-18",6.3899999999999998E-2,4.1535000000000002E-2,6.5000000000000002E-2]
["2005-04-19",6.3299999999999995E-2,4.1145000000000001E-2,6.5000000000000002E-2]
["2005-04-20",6.3799999999999996E-2,4.147E-2,6.5000000000000002E-2]
["2005-04-21",6.3799999999999996E-2,4.147E-2,6.5000000000000002E-2]
["2005-04-22",6.3899999999999998E-2,4.1535000000000002E-2,6.5000000000000002E-2]
["2005-04-25",6.3700000000000007E-2,4.1405000000000004E-2,6.5000000000000002E-2]
["2005-04-26",6.4049999999999996E-2,4.1632499999999996E-2,6.5000000000000002E-2]
["2005-04-27",6.3399999999999998E-2,4.1210000000000004E-2,6.5000000000000002E-2]
["2005-04-28",6.3450000000000006E-2,4.1242500000000008E-2,6.5000000000000002E-2]
["2005-04-29",6.275E-2,4.0787500000000004E-2,6.5000000000000002E-2]
["2005-05-02",6.3449999999999993E-2,4.1242499999999994E-2,6.5000000000000002E-2]
["2005-05-03",6.3149999999999998E-2,4.1047500000000001E-2,6.5000000000000002E-2]
["2005-05-04",6.3649999999999998E-2,4.13725E-2,6.5000000000000002E-2]
["2005-05-05",6.3250000000000001E-2,4.1112500000000003E-2,6.5000000000000002E-2]
["2005-05-06",6.3799999999999996E-2,4.147E-2,6.5000000000000002E-2]
["2005-05-09",6.3799999999999996E-2,4.147E-2,6.5000000000000002E-2]
["2005-05-10",6.3549999999999995E-2,4.1307499999999997E-2,6.5000000000000002E-2]
["2005-05-11",6.2949999999999992E-2,4.0917499999999996E-2,6.5000000000000002E-2]
["2005-05-12",6.3399999999999998E-2,4.1210000000000004E-2,6.5000000000000002E-2]
["2005-05-13",6.2700000000000006E-2,4.0755000000000006E-2,6.5000000000000002E-2]
["2005-05-16",6.2700000000000006E-2,4.0755000000000006E-2,6.5000000000000002E-2]
["2005-05-17",6.25E-2,4.0625000000000001E-2,6.5000000000000002E-2]
["2005-05-18",6.1899999999999997E-2,4.0235E-2,6.5000000000000002E-2]
["2005-05-19",6.2049999999999994E-2,4.03325E-2,6.5000000000000002E-2]
["2005-05-20",6.2350000000000003E-2,4.0527500000000001E-2,6.5000000000000002E-2]
["2005-05-23",6.1950000000000005E-2,4.0267500000000005E-2,6.5000000000000002E-2]
["2005-05-24",6.1450000000000005E-2,3.9942500000000006E-2,6.5000000000000002E-2]
["2005-05-25",6.1149999999999996E-2,3.9747499999999998E-2,6.5000000000000002E-2]
["2005-05-26",6.1749999999999999E-2,4.01375E-2,6.5000000000000002E-2]
["2005-05-27",6.1850000000000002E-2,4.0202500000000002E-2,6.5000000000000002E-2]
["2005-05-31",6.094999999999999E-2,3.9617499999999993E-2,6.5000000000000002E-2]
["2005-06-01",5.985E-2,3.89025E-2,6.5000000000000002E-2]
["2005-06-02",5.9800000000000006E-2,3.8870000000000002E-2,6.5000000000000002E-2]
["2005-06-03",5.9649999999999995E-2,3.8772499999999994E-2,6.5000000000000002E-2]
["2005-06-06",6.0449999999999997E-2,3.9292500000000001E-2,6.5000000000000002E-2]
["2005-06-07",5.8750000000000004E-2,3.8187500000000006E-2,6.5000000000000002E-2]
["2005-06-08",5.8549999999999998E-2,3.8057500000000001E-2,6.5000000000000002E-2]
["2005-06-09",5.9150000000000001E-2,3.8447500000000003E-2,6.5000000000000002E-2]
["2005-06-10",5.9549999999999999E-2,3.8707499999999999E-2,6.5000000000000002E-2]
["2005-06-13",6.0250000000000005E-2,3.9162500000000003E-2,6.5000000000000002E-2]
["2005-06-14",6.0599999999999994E-2,3.9389999999999994E-2,6.5000000000000002E-2]
["2005-06-15",6.0949999999999997E-2,3.96175E-2,6.5000000000000002E-2]
["2005-06-16",6.08E-2,3.952E-2,6.5000000000000002E-2]
["2005-06-17",6.0250000000000005E-2,3.9162500000000003E-2,6.5000000000000002E-2]
["2005-06-20",6.0650000000000003E-2,3.9422500000000006E-2,6.5000000000000002E-2]
["2005-06-21",5.9900000000000002E-2,3.8935000000000004E-2,6.5000000000000002E-2]
["2005-06-22",5.9249999999999997E-2,3.8512499999999998E-2,6.5000000000000002E-2]
["2005-06-23",5.9049999999999998E-2,3.83825E-2,6.5000000000000002E-2]
["2005-06-24",5.8700000000000002E-2,3.8155000000000001E-2,6.5000000000000002E-2]
["2005-06-27",5.8400000000000001E-2,3.7960000000000001E-2,6.5000000000000002E-2]
["2005-06-28",5.8900000000000001E-2,3.8285E-2,6.5000000000000002E-2]
["2005-06-29",5.8799999999999998E-2,3.8219999999999997E-2,6.5000000000000002E-2]
["2005-06-30",5.9150000000000001E-2,3.8447500000000003E-2,6.5000000000000002E-2]
["2005-07-01",5.9700000000000003E-2,3.8805000000000006E-2,6.5000000000000002E-2]
["2005-07-05",6.0449999999999997E-2,3.9292500000000001E-2,6.5000000000000002E-2]
["2005-07-06",6.0249999999999998E-2,3.9162500000000003E-2,6.5000000000000002E-2]
["2005-07-07",5.9799999999999999E-2,3.8870000000000002E-2,6.5000000000000002E-2]
["2005-07-08",6.0150000000000002E-2,3.90975E-2,6.5000000000000002E-2]
["2005-07-11",6.0850000000000001E-2,3.9552500000000004E-2,6.5000000000000002E-2]
["2005-07-12",6.0749999999999998E-2,3.9487500000000002E-2,6.5000000000000002E-2]
["2005-07-13",6.105E-2,3.9682500000000002E-2,6.5000000000000002E-2]
["2005-07-14",6.1099999999999995E-2,3.9715E-2,6.5000000000000002E-2]
["2005-07-15",6.1249999999999999E-2,3.9812500000000001E-2,6.5000000000000002E-2]
["2005-07-18",6.13E-2,3.9844999999999998E-2,6.5000000000000002E-2]
["2005-07-19",6.1649999999999996E-2,4.0072499999999997E-2,6.5000000000000002E-2]
["2005-07-20",6.1850000000000002E-2,4.0202500000000002E-2,6.5000000000000002E-2]
["2005-07-21",6.2149999999999997E-2,4.0397499999999996E-2,6.5000000000000002E-2]
["2005-07-22",6.1749999999999999E-2,4.01375E-2,6.5000000000000002E-2]
["2005-07-25",6.1749999999999999E-2,4.01375E-2,6.5000000000000002E-2]
["2005-07-26",6.1950000000000005E-2,4.0267500000000005E-2,6.5000000000000002E-2]
["2005-07-27",6.2000000000000006E-2,4.0300000000000002E-2,6.5000000000000002E-2]
["2005-07-28",6.1699999999999998E-2,4.0105000000000002E-2,6.5000000000000002E-2]
["2005-07-29",6.2199999999999998E-2,4.0430000000000001E-2,6.5000000000000002E-2]
["2005-08-01",6.275E-2,4.0787500000000004E-2,6.5000000000000002E-2]
["2005-08-02",6.2700000000000006E-2,4.0755000000000006E-2,6.5000000000000002E-2]
["2005-08-03",6.25E-2,4.0625000000000001E-2,6.5000000000000002E-2]
["2005-08-04",6.2400000000000004E-2,4.0560000000000006E-2,6.5000000000000002E-2]
["2005-08-05",6.3200000000000006E-2,4.1080000000000005E-2,6.5000000000000002E-2]
["2005-08-08",6.334999999999999E-2,4.1177499999999992E-2,6.5000000000000002E-2]
["2005-08-09",6.3649999999999998E-2,4.13725E-2,6.5000000000000002E-2]
["2005-08-10",6.3099999999999989E-2,4.1014999999999996E-2,6.5000000000000002E-2]
["2005-08-11",6.3099999999999989E-2,4.1014999999999996E-2,6.5000000000000002E-2]
["2005-08-12",6.2150000000000004E-2,4.0397500000000003E-2,6.5000000000000002E-2]
["2005-08-15",6.2050000000000001E-2,4.03325E-2,6.5000000000000002E-2]
["2005-08-16",6.1400000000000003E-2,3.9910000000000001E-2,6.5000000000000002E-2]
["2005-08-17",6.1649999999999996E-2,4.0072499999999997E-2,6.5000000000000002E-2]
["2005-08-18",6.1750000000000006E-2,4.0137500000000007E-2,6.5000000000000002E-2]
["2005-08-19",6.1750000000000006E-2,4.0137500000000007E-2,6.5000000000000002E-2]
["2005-08-22",6.1850000000000002E-2,4.0202500000000002E-2,6.5000000000000002E-2]
["2005-08-23",6.1349999999999995E-2,3.9877499999999996E-2,6.5000000000000002E-2]
["2005-08-24",6.1349999999999995E-2,3.9877499999999996E-2,6.5000000000000002E-2]
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["2021-05-14",3.1825000000000006E-2,2.5141750000000004E-2,6.9999999999999993E-2]
["2021-05-17",3.1795000000000004E-2,2.5118050000000003E-2,6.9999999999999993E-2]
["2021-05-18",3.1965E-2,2.525235E-2,6.9999999999999993E-2]
["2021-05-19",3.1785000000000001E-2,2.5110150000000001E-2,6.9999999999999993E-2]
["2021-05-20",3.1895E-2,2.5197050000000002E-2,6.9999999999999993E-2]
["2021-05-21",3.1905000000000003E-2,2.5204950000000004E-2,6.9999999999999993E-2]
["2021-05-24",3.1545000000000004E-2,2.4920550000000003E-2,6.9999999999999993E-2]
["2021-05-25",3.1274999999999997E-2,2.470725E-2,6.9999999999999993E-2]
["2021-05-26",3.0974999999999999E-2,2.4470249999999999E-2,6.9999999999999993E-2]
["2021-05-27",3.1575000000000006E-2,2.4944250000000005E-2,6.9999999999999993E-2]

{"sheet":"Capacity by Owner","index":29,"n_rows":52,"n_cols":9,"rows_kept":52,"cut":false,"hidden":false,"merged":[[24,0,25,0],[24,1,24,4],[24,5,24,8]]}
["Cumulative and 2020 wind power capacity categorized by owner type"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: Berkeley Lab estimates based on ACP"]
[]
[]
[]
["Through Year","GW",null,null,null,"Percent of Total"]
[null,"IOU","POU","IPP","Other","IOU","POU","IPP","Other"]
[1998,7.2499999999981806E-3,8.404999999999746E-3,1.4848960000000224,2.4750000000008186E-3,4.8236025191833532E-3,5.5920522998269004E-3,0.98793766707961228,1.6466781013773437E-3]
[1999,7.9735999999998183E-2,2.2158999999999741E-2,2.2822760000000226,4.125000000000819E-3,3.3386146440808624E-2,9.2781631757535687E-3,0.95560851753719067,1.7271728462471914E-3]
[2000,7.9735999999998183E-2,2.5558999999999742E-2,2.3495060000000225,4.3500000000008185E-3,3.2424198432710112E-2,1.0393424397281631E-2,0.9554134739997675,1.7689031702407786E-3]
[2001,9.1855999999998189E-2,3.5988999999999743E-2,4.0134460000000223,8.3160000000008193E-3,2.2136072162977777E-2,8.672869503063679E-3,0.96718701313160549,2.0040452023530847E-3]
[2002,9.1855999999998189E-2,0.10178899999999975,4.344346000000022,2.2224000000000819E-2,2.0142909928588405E-2,2.2321096702677241E-2,0.95266253893730934,4.8734544314249914E-3]
[2003,9.1855999999998189E-2,0.13485899999999976,5.908416000000023,8.9940000000000825E-2,1.4755815636479947E-2,2.1663849295855304E-2,0.94913230708533314,1.4448027982331527E-2]
[2004,0.25235599999999819,0.15508699999999975,6.0916260000000229,0.12240000000000083,3.8111784560193117E-2,2.3421841890371949E-2,0.9199810495223949,1.8485324027039986E-2]
[2005,0.60175599999999818,0.22039699999999976,8.0283260000000229,0.14540500000000084,6.689236988827299E-2,2.4499760112513595E-2,0.89244436677929639,1.6163503219917073E-2]
[2006,1.1903559999999982,0.24641199999999974,9.7722660000000232,0.24030000000000082,0.10396727006129754,2.1521950534415302E-2,0.85352265904724278,2.0988120357044379E-2]
[2007,1.7176559999999981,0.51411199999999979,14.176816000000024,0.29325000000000079,0.10284235850984962,3.0781769235641972E-2,0.84881792023558633,1.7557952018922018E-2]
[2008,3.2059059999999979,0.55101199999999972,20.833616000000024,0.47373500000000079,0.12790742071911193,2.1983964503413174E-2,0.83120780422521012,1.8900810552264672E-2]
[2009,4.2632559999999975,1.0662119999999997,29.081026000000023,0.65896800000000078,0.12156605082792529,3.0402861612191228E-2,0.82924072231276325,1.879036524712014E-2]
[2010,4.8648559999999978,1.2216319999999998,33.446576000000022,0.75638800000000062,0.12074763389683224,3.0321385359125739E-2,0.83015713393172996,1.8773846812312072E-2]
[2011,6.3566559999999983,1.425532,38.412026000000026,0.9147880000000006,0.1349350597577931,3.026028868113146E-2,0.81538611240373982,1.9418539157335581E-2]
[2012,7.484805999999999,1.6442319999999999,49.969766000000035,1.1458680000000006,0.12424013197382823,2.7292571200321233E-2,0.82944705882040493,1.9020238005445524E-2]
[2013,7.5294559999999979,1.6460319999999999,50.999966000000029,1.1565530000000006,0.12276552436968179,2.6838058633887506E-2,0.83153916681709117,1.8857250179339476E-2]
[2014,8.8102640000000001,1.6460319999999999,54.572396000000033,1.1571530000000005,0.13311402158573327,2.4869849436839543E-2,0.82453273808017424,1.748339089725303E-2]
[2015,9.8493639999999996,1.6460319999999999,61.862286000000026,1.4227030000000005,0.13171052810172074,2.2011547546860043E-2,0.82725284177127478,1.9025082580144514E-2]
[2016,10.866830999999999,1.6460319999999999,69.00446100000002,1.4656830000000005,0.1309524852479737,1.983577191894239E-2,0.83154929538766909,1.7662447445414942E-2]
[2017,11.481431000000001,1.6460319999999999,75.404131000000021,1.4679330000000004,0.12757212601795115,1.8289340565089851E-2,0.83782808102980355,1.6310452387155321E-2]
[2018,12.989955999999996,1.6484320000000001,81.477271000000016,1.4722530000000005,0.13311029751307718,1.6891764217683028E-2,0.83491151035181499,1.508642791742486E-2]
[2019,15.482115999999996,1.653932,88.106661000000017,1.4772530000000004,0.14507235300552293,1.5497869086572571E-2,0.82558744726689459,1.3842330641009787E-2]
[2020,19.974260999999998,1.653932,100.45032600000002,1.4772530000000004,0.16166190115343212,1.3386116837989565E-2,0.81299581860085013,1.1956163407728133E-2]
[]
["Latest-year annual data (MW):",null,null,null,null,"Pecent of total"]
[2020,4492.1450000000004,0,12343.664999999997,0,0.26682084200284995,0,0.73317915799715005,0]

{"sheet":"Capacity by Offtake","index":30,"n_rows":52,"n_cols":15,"rows_kept":52,"cut":false,"hidden":false,"merged":[[24,0,25,0],[24,1,24,7],[24,8,24,14]]}
["Cumulative and 2020 wind power capacity categorized by power off-take arrangement"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: Berkeley Lab estimates based on ACP"]
[]
[]
[]
["Through Year","GW",null,null,null,null,null,null,"Percent of Total"]
[null,"IOU","POU","Undisclosed","Power Marketer","Retail","On-Site","Merchant/Quasi-Merchant","IOU","POU","Undisclosed","Power Marketer","Retail","On-Site","Merchant/Quasi-Merchant"]
[1998,1.4522459999999919,4.8554999999996656E-2,0,0,0,2.2249999999999089E-3,0,0.96621482263114755,3.2304830388826963E-2,0,0,0,1.4803469800255791E-3,0]
[1999,2.2918119999999922,9.3208999999996656E-2,0,0,0,3.2749999999999091E-3,0,0.95960132244914487,3.9027406988077308E-2,0,0,0,1.3712705627777814E-3,0]
[2000,2.3202919999999922,0.11340899999999665,0,1.04E-2,0,3.499999999999909E-3,1.1550000000000001E-2,0.94353376429507685,4.6117135547998941E-2,0,4.2291018322990516E-3,0,1.4232554243313747E-3,4.6967429002936593E-3]
[2001,2.808391999999992,0.46063899999999663,0,0.83455999999999997,0,4.4659999999999084E-3,4.1549999999999997E-2,0.67678505458468718,0.11100786170834924,0,0.20111784079793638,0,1.0762464975598704E-3,1.0012996411467428E-2]
[2002,2.9803739687291175,0.59255703127087123,0,0.94016,0,5.5739999999999089E-3,4.1549999999999997E-2,0.65355996783685089,0.12994059079909009,0,0.20616571806373216,0,1.2223107901710604E-3,9.1114125101557936E-3]
[2003,3.7789099687291179,0.85702703127087121,0,1.5411599999999999,0,6.4239999999999089E-3,4.1549999999999997E-2,0.60704688648998939,0.13767345485230173,0,0.24757307988937036,0,1.0319561013842123E-3,6.6746226669543319E-3]
[2004,4.1274199687291171,0.90330503127087125,0,1.5411599999999999,0,8.0339999999999075E-3,4.1549999999999997E-2,0.62333901566693506,0.13642063887497968,0,0.23275197694046482,0,1.2133259251081478E-3,6.2750425925123376E-3]
[2005,5.4794899687291183,1.3312650312708714,0,1.8657599999999999,0,2.0868999999999908E-2,0.29849999999999999,0.60911078541354302,0.14798601574574249,0,0.20740151829436684,0,2.3198387173511722E-3,3.31818418289965E-2]
[2006,6.6245299687291181,1.6679800312708712,0,2.0399599999999998,0,2.4063999999999908E-2,1.0928,0.57859522385573903,0.14568358572392706,0,0.17817280900356314,0,2.1017816407487046E-3,9.544659977602199E-2]
[2007,9.077379968729117,2.5869800312708713,0,3.0918599999999996,0,2.8813999999999909E-2,1.9168000000000001,0.54349599982427821,0.15489197361624318,0,0.18512098731193244,0,1.7251997594994615E-3,0.11476583948804674]
[2008,11.836279968729119,4.3537300312708709,0,3.6927599999999998,0,7.6598999999999903E-2,5.1049000000000007,0.47223719026990663,0.17370265341753521,0,0.14733164569850415,0,3.0561034913884752E-3,0.20367240712266543]
[2009,15.391579968729118,6.8504800312708722,0,3.9553599999999998,0.20399999999999999,0.12988199999999994,8.5381599999999995,0.43888839722517342,0.19534032290745934,0,0.11278644651007196,5.817026791001244E-3,3.7035640866118786E-3,0.24346424247968226]
[2010,17.552629968729118,8.4633500312708705,0,4.2541599999999997,0.21675,0.14785199999999998,9.6547099999999997,0.43566315989428506,0.21006366706776933,0,0.10558991966433301,5.37982000847269E-3,3.6697446269559589E-3,0.23963368873818394]
[2011,21.813729968729117,9.4025500312708719,0,4.6066599999999998,0.36354999999999998,0.18645199999999998,10.73606,0.46304801720760552,0.19959136538852754,0,9.7787255183202582E-2,7.7172086982441289E-3,3.9578847371888716E-3,0.22789826878523137]
[2012,29.230756968729114,12.374290031270872,0,4.7441599999999999,0.43275000000000002,0.28330199999999994,13.179413,0.48520069905483298,0.2054005710458657,0,7.8748208638267661E-2,7.1832078362050033E-3,4.7025237352109747E-3,0.21876478968961777]
[2013,29.921616968729115,12.483590031270872,0,4.7441599999999999,0.43275000000000002,0.29738699999999996,13.452503,0.4878630006144935,0.20354119556646619,0,7.7352107521933874E-2,7.0558591046922707E-3,4.8488059423850262E-3,0.21933903125002907]
[2014,32.418564968729115,13.20392003127087,0,4.7441599999999999,0.43275000000000002,0.32063699999999995,15.065813,0.48981115174595297,0.19949764230207945,0,7.1679374947921273E-2,6.5384071171109186E-3,4.8444950729268476E-3,0.22762892881400854]
[2015,35.621264968729115,15.199630031270869,0,4.7741600000000002,1.2765250000000001,0.32318699999999995,17.585628,0.47634496940981819,0.20325688345549489,0,6.3842401474343655E-2,1.7070316357649627E-2,4.3218145611560359E-3,0.23516361474153757]
[2016,37.904616968729108,17.213480031270869,0,4.8549600000000002,3.2816350000000001,0.32647699999999996,19.401848000000001,0.45677559504409343,0.20743376962627033,0,5.8505465039912948E-2,3.9545862739601298E-2,3.9342628383829438E-3,0.2338050447117391]
[2017,39.800966968729128,18.45576003127087,0.37330000000000002,5.2561599999999995,4.9783525000000006,0.33242699999999997,20.802570500000002,0.44223524137384312,0.20506505529323857,4.1477991158998962E-3,5.8402078224024635E-2,5.5315312344329064E-2,3.6936523351225681E-3,0.23114086131354211]
[2018,42.416521968729121,19.378655031270871,0.62497000000000003,5.4676599999999995,6.7724425000000013,0.34932699999999994,22.578345500000005,0.43464929982553707,0.19857636717862351,6.4041736640319084E-3,5.6028040027330431E-2,6.9398367761125207E-2,3.5796130590832744E-3,0.23136413848426865]
[2019,45.605256968729122,20.466250031270871,0.62497000000000003,6.36266,8.8390375000000017,0.36002699999999993,24.461770500000004,0.42733572839326756,0.19177525675579141,5.8561672036420691E-3,5.9620143078748175E-2,8.2824586010948359E-2,3.3735672269479219E-3,0.22921455133065441]
[2020,53.126421968729126,22.872350031270869,0.62497000000000003,6.7681800000000001,13.334677500000002,0.36002699999999993,26.469155499999999,0.42997924588206743,0.1851176016292857,5.0582011613183753E-3,5.4778334857692047E-2,0.10792435031490473,2.9138822495575309E-3,0.2142283839051741]
[]
["Latest-year annual data (MW):",null,null,null,null,null,null,null,"Percent of total"]
[2020,7521.1650000000009,2406.1000000000004,0,405.52,4495.6399999999994,0,2007.3850000000002,0.44673615347286527,0.14291560667410716,0,2.4086753176710829E-2,0.26702843522230291,0,0.11923305145401381]

{"sheet":"Avg Capacity, Height & Diameter","index":31,"n_rows":27,"n_cols":20,"rows_kept":27,"cut":false,"hidden":false,"merged":[]}
["Average turbine nameplate capacity, hub height, and rotor diameter for land-based wind "]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: ACP, Berkeley Lab"]
[]
[null,"'98−99","'00−01","'02−03","'04−05",2006,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020]
["Average Nameplate Capacity (left scale)",0.7163891,0.88826479999999997,1.2335670000000001,1.455627,1.612465,1.6455329999999999,1.6668529999999999,1.741606,1.791247,1.966372,1.9456389999999999,1.864476,1.9407350000000001,2.0062259999999998,2.1511100000000001,2.3218130000000001,2.4303759999999999,2.5508519999999999,2.7541829999999998]
["Average Rotor Diameter (right scale)",48.206699999999998,52.945,63.630400000000002,73.614800000000002,77.871899999999997,79.039299999999997,79.274199999999993,81.507999999999996,84.083699999999993,88.985699999999994,93.400800000000004,96.8857,99.450800000000001,102.389,108.23099999999999,113.004,115.622,121.16,124.795]
["Average Hub Height (right scale)",56.570700000000002,58.197099999999999,66.162999999999997,74.107100000000003,75.964299999999994,78.161600000000007,78.472200000000001,78.822000000000003,79.666200000000003,80.965699999999998,83.772999999999996,80.494799999999998,82.677199999999999,82.432500000000005,82.996600000000001,86.007599999999996,88.093000000000004,90.084800000000001,90.116299999999995]

{"sheet":"Cap, Height & Diameter Trends","index":32,"n_rows":38,"n_cols":12,"rows_kept":38,"cut":false,"hidden":false,"merged":[]}
["Trends in turbine nameplate capacity, hub height, and rotor diameter"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: ACP, Berkeley Lab"]
[]
["Capacity"]
[null,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020]
["<2.0 MW",0.61070000000000002,0.56059999999999999,0.52800000000000002,0.83160000000000001,0.67040000000000011,0.41920000000000002,0.22170000000000001,1.4199999999999999E-2,5.9299999999999999E-2,2.3199999999999998E-2,1.44E-2]
["2.0−2.75 MW",0.36460000000000004,0.37109999999999999,0.41170000000000001,7.3899999999999993E-2,0.2908,0.52270000000000005,0.68019999999999992,0.84050000000000002,0.7611,0.78379999999999994,0.48859999999999998]
["2.75−3.5 MW",2.4700000000000003E-2,6.83E-2,5.7800000000000004E-2,9.4499999999999987E-2,3.8800000000000001E-2,5.8200000000000002E-2,9.8100000000000007E-2,0.14529999999999998,0.13550000000000001,9.2200000000000004E-2,0.35460000000000003]
["≥3.5 MW",0,0,2.5000000000000001E-3,0,0,0,0,0,4.4199999999999996E-2,0.1008,0.1424]
["Average",1.791247,1.966372,1.9456389999999999,1.864476,1.9407350000000001,2.0062259999999998,2.1511100000000001,2.3218130000000001,2.4303759999999999,2.5508519999999999,2.7541829999999998]
[]
["Hub height"]
[null,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020]
["<80 m",0.16390000000000002,4.8399999999999999E-2,0.10539999999999999,1.2E-2,1.6000000000000001E-3,5.6000000000000008E-3,1.29E-2,6.8999999999999999E-3,2.9999999999999997E-4,5.9999999999999995E-4,0]
["80−90 m",0.83019999999999994,0.88319999999999999,0.65260000000000007,0.98109999999999997,0.84079999999999999,0.81599999999999995,0.78769999999999996,0.61950000000000005,0.52880000000000005,0.53600000000000003,0.62539999999999996]
["90−100 m",0,3.1400000000000004E-2,8.1099999999999992E-2,0,0.1512,0.17559999999999998,0.1928,0.37359999999999999,0.45479999999999998,0.40079999999999999,0.22500000000000001]
["≥100 m",5.7999999999999996E-3,3.6900000000000002E-2,0.16089999999999999,6.8999999999999999E-3,6.4000000000000003E-3,2.8000000000000004E-3,6.6E-3,0,1.6E-2,6.2600000000000003E-2,0.14960000000000001]
["Average",79.666200000000003,80.965699999999998,83.772999999999996,80.494799999999998,82.677199999999999,82.432500000000005,82.996600000000001,86.007599999999996,88.093000000000004,90.084800000000001,90.116299999999995]
[]
["Rotor diameter"]
[null,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020]
["<100 m",0.92370000000000008,0.76639999999999997,0.52680000000000005,0.25600000000000001,0.19519999999999998,0.13639999999999999,2.8900000000000002E-2,9.5999999999999992E-3,8.3000000000000001E-3,2E-3,2.0000000000000001E-4]
["100-115 m",7.6299999999999993E-2,0.2336,0.46529999999999999,0.74400000000000011,0.79519999999999991,0.79150000000000009,0.70379999999999998,0.59929999999999994,0.43270000000000003,0.1595,8.7100000000000011E-2]
["115-130 m",0,0,7.9000000000000008E-3,0,9.5999999999999992E-3,7.22E-2,0.26719999999999999,0.3911,0.52500000000000002,0.69189999999999996,0.74140000000000006]
["≥130 m",0,0,0,0,0,0,0,0,3.4000000000000002E-2,0.14660000000000001,0.17129999999999998]
["Average",84.083699999999993,88.985699999999994,93.400800000000004,96.8857,99.450800000000001,102.389,108.23099999999999,113.004,115.622,121.16,124.795]

{"sheet":"Trends in Specific Power","index":33,"n_rows":30,"n_cols":20,"rows_kept":30,"cut":false,"hidden":false,"merged":[]}
["Trends in turbine specific power"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: ACP, Berkeley Lab"]
[]
[]
[]
[null,"'98−99","'00−01","'02−03","'04−05",2006,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020]
["180−200",0,0,0,0,0,0,0,0,0,0,0,0,1.0800000000000001E-2,3.7100000000000001E-2,9.9700000000000011E-2,8.3400000000000002E-2,9.5100000000000004E-2,0.35909999999999997,0.26729999999999998]
["≥200−250",0,0,0,0,0,0,0,0,2.9999999999999997E-4,5.16E-2,0.22440000000000002,0.58250000000000002,0.47840000000000005,0.45189999999999997,0.53180000000000005,0.60850000000000004,0.69889999999999997,0.49200000000000005,0.54039999999999999]
["≥250−300",0,0,1.0700000000000001E-2,0,2E-3,0,4.8399999999999999E-2,7.51E-2,0.35049999999999998,0.47549999999999998,0.38100000000000001,6.8699999999999997E-2,0.28559999999999997,0.36570000000000003,0.28589999999999999,0.28160000000000002,0.18230000000000002,0.1353,0.1893]
["≥300−350",6.0299999999999999E-2,2.0799999999999999E-2,0.14990000000000001,0.68909999999999993,0.83209999999999995,0.92480000000000007,0.86760000000000004,0.83550000000000002,0.58520000000000005,0.37459999999999999,0.34139999999999998,0.33509999999999995,0.22440000000000002,0.1401,8.2599999999999993E-2,2.4799999999999999E-2,2.1499999999999998E-2,2.5999999999999999E-3,1E-3]
["≥350",0.93969999999999998,0.97920000000000007,0.83939999999999992,0.31090000000000001,0.16589999999999999,7.5199999999999989E-2,8.3900000000000002E-2,8.9399999999999993E-2,6.3899999999999998E-2,9.8299999999999998E-2,5.3200000000000004E-2,1.37E-2,8.0000000000000004E-4,5.1000000000000004E-3,0,1.7000000000000001E-3,2.2000000000000001E-3,1.11E-2,2E-3]
["Average",392.83530000000002,389.87830000000002,377.03530000000001,340.0634,334.26620000000003,330.75029999999998,332.56200000000001,329.2824,319.18669999999997,314.91320000000002,285.90069999999997,255.25729999999999,250.62649999999999,245.0146,233.43469999999999,230.68279999999999,229.83539999999999,219.82759999999999,222.79130000000001]

{"sheet":"Wind Resource by Year","index":34,"n_rows":51,"n_cols":6,"rows_kept":51,"cut":false,"hidden":false,"merged":[[22,0,22,5]]}
["Wind resource quality by year of installation at 80 meters "]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: ACP, Berkeley Lab, AWS Truepower, FAA Obstacle Evaluation / Airport Airspace Analysis files"]
["Notes: Turbines used in this figure have been screened to remove offshore turbines and those >1000ft. The wind resource quality index is based on site estimates of gross capacity factor at 80 meters by AWS Truepower. A single, common wind-turbine power curve is used across all sites and timeframes, and no losses are assumed. Values are indexed to those projects built in 1998—1999. "]
[]
[]
["Year","label","Wind speed","Wind speed","Wind resource quality","Wind resource quality"]
[null,null,"m/s, 80m","m/s, 80m FAA","index, 80m","index, 80m FAA"]
["1998-99","98-99",8.5500760000000007,null,100]
["2000-1",null,8.0629840000000002,null,93.8904611475661]
["2002-3","02-03",7.9836,null,91.524908169380467]
["2004-5",null,7.9885270000000004,null,90.873312500118161]
[2006,{"$f":"A32","v":2006},7.7302470000000003,null,87.460124810241922]
["2007",null,7.906434,null,89.370390745666526]
[2008,{"$f":"A34","v":2008},7.8731850000000003,null,89.127746175063294]
["2009",null,7.5675660000000002,null,83.913184854139132]
[2010,{"$f":"A36","v":2010},7.5610850000000003,null,83.420768560371911]
["2011",null,7.35487,null,80.690180598643011]
[2012,{"$f":"A38","v":2012},7.36937,null,81.188362891166307]
["2013",null,7.6583920000000001,null,84.627261264020376]
[2014,{"$f":"A40","v":2014},7.999244,null,90.052933759072005]
["2015",null,7.9205579999999998,null,88.471764565763579]
[2016,{"$f":"A42","v":2016},7.9162809999999997,null,89.258284605917609]
["2017",null,7.7393859999999997,null,85.374118794698305]
[2018,{"$f":"A44","v":2018},7.7533269999999996,null,85.760762094891334]
[2019,null,7.8344760000000004,null,88.146562235921991]
[2020,{"$f":"A46","v":2020},7.6650470000000004,null,83.652769664418884]
[]
["Under Construction (Under Const.)",null,null,7.4851000000000001,null,80.873860742622824]
["Advanced Development (Adv. Dev.)",null,null,7.5753050000000002,null,83.047812417881801]
["Pending",null,null,7.8484699999999998,null,85.674139779152796]
["Proposed",null,null,7.6461300000000003,null,83.035807797520818]

{"sheet":"Location of Tall Tower & Low SP","index":35,"n_rows":27,"n_cols":1,"rows_kept":27,"cut":false,"hidden":false,"merged":[]}
["Locations of tall tower and low specific power installations at end of 2020"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: ACP, U.S. Wind Turbine Database, AWS Truepower, Berkeley Lab"]

{"sheet":"Future Total Height Trends","index":36,"n_rows":30,"n_cols":11,"rows_kept":30,"cut":false,"hidden":false,"merged":[]}
["Total turbine height trends based on to-be-built projects via FAA applications, and compared to FAA heights for 2020 installations (note: blade tip height, not hub height)"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: ACP, FAA Obstacle Evaluation / Airport Airspace Analysis files, Berkeley Lab",null,null,null,null,null,null,null,null,null,"Sources: FAA Obstacle Evaluation / Airport Airspace Analysis files, AWS Truepower, ACP, Berkeley Lab"]
[null,null,null,null,null,null,null,null,null,null,"Note: Figure includes FAA data on under construction, advanced development, pending. and proposed turbines"]
[]
["Total height","2020 projects","Under const.","Adv. dev.","Pending","Proposed"]
["<450 ft",9,0,334,133,3]
["450−550 ft",4578,1592,3133,4414,513]
["550−650 ft",934,879,998,4291,1581]
["650−750 ft",470,616,491,3272,2414]
["750−850 ft",0,0,0,3,865]
["Average:\nright axis",524.76179999999999,563.43050000000005,532.25279999999998,580.73699999999997,660.51779999999997]

{"sheet":"Average Retrofit Tech Change","index":37,"n_rows":39,"n_cols":17,"rows_kept":39,"cut":false,"hidden":false,"merged":[[24,6,24,10],[25,6,25,10],[26,1,27,1],[26,6,28,6],[26,7,26,10],[27,7,27,10],[28,1,29,1],[28,7,28,10],[29,6,31,6],[29,7,29,10],[30,1,31,1],[30,7,30,10],[31,7,31,10],[38,6,39,15],[32,1,33,1],[32,6,34,6],[32,7,32,10],[33,7,33,10],[34,1,35,1],[34,7,34,10],[35,6,37,6],[35,7,35,10],[36,1,37,1],[36,7,36,10],[37,7,37,10]]}
["2020 retrofitted turbine changes in average hub height, rotor diameter, capacity, and specific power"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: ACP, Berkeley Lab, turbine manufacturers"]
["Note: Average changes above are derived from all turbines that received any retrofit change (n=1,644)"]
[]
[null,null,null,null,null,null,null,null,null,null,null,2015,2016,2017,2018,2019,2020]
[null,"2020 Changes",null,"average","average",null,"Number of Turbines Undergoing Any Change in Year",null,null,null,null,9,0,1317,1106,1828,1827]
[null,"Hub Height","Original",79.074820000000003,null,null,"Hub Height","Number of Turbines with Change",null,null,null,0,"n/a",0,138,47,0]
[null,null,"Retrofitted",79.074820000000003,null,null,null,"Average Pre-Retrofit",null,null,null,"n/a","n/a","n/a",64.782600000000002,79.782600000000002,"n/a"]
[null,"Rotor Diameter","Original",79.799800000000005,null,null,null,"Average Change",null,null,null,0,"n/a",0,15,6.5,0]
[null,null,"Retrofitted",93.625100000000003,null,null,"Rotor Diameter","Number of Turbines with Change",null,null,null,0,"n/a",1317,681,1648,1769]
[null,"Capacity","Original",null,1.6888000000000001,null,null,"Average Pre-Retrofit",null,null,null,"n/a","n/a",78.216800000000006,70.9435,80.141999999999996,81.183000000000007]
[null,null,"Retrofitted",null,1.7244999999999999,null,null,"Average Change",null,null,null,0,"n/a",12.19894,10.638769999999999,14.40686,13.866199999999999]
[null,"Hub Height","Original",null,null,null,"Capacity","Number of Turbines with Change",null,null,null,9,"n/a",113,93,1102,1502]
[null,null,"Retrofitted",null,null,null,null,"Average Pre-Retrofit",null,null,null,0.64666699999999999,"n/a",1.5,1.5,1.42666,1.6364000000000001]
[null,"Rotor Diameter","Original",null,null,null,null,"Average Change",null,null,null,0.05,"n/a",0.11079649999999999,0.12,0.1647623,3.9587999999999998E-2]
[null,null,"Retrofitted",null,null,null,"Specific Power","Number of Turbines with Change",null,null,null,9,"n/a",1317,681,1796,1827]
[null,"Specific Power","Original",334,null,null,null,"Average Pre-Retrofit",null,null,null,392.11700000000002,"n/a",335.44499999999999,373.12099999999998,328.33800000000002,334.29919999999998]
[null,null,"Retrofitted",251,null,null,null,"Average Change",null,null,null,30.434799999999999,"n/a",-82.843599999999995,-82.4208,-67.2547,-82.916700000000006]
[null,null,null,null,null,null,"Note: Table above shows changes for only turbines that received that change, rather than for all turbines that received any change, as is shown in the figure and the table to the left."]

{"sheet":"Capacity Factor in 2020 by COD","index":38,"n_rows":999,"n_cols":11,"rows_kept":999,"cut":false,"hidden":false,"merged":[]}
["Calendar year 2020 capacity factors by commercial operation date"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: EIA, FERC, Berkeley Lab"]
[]
[]
["Capacity Factor in 2020",null,null,"Capacity-"]
[null,null,null,"Weighted","Fleet-wide",null,null,"Fleet-wide",null,2020]
[null,null,null,"Average","Average",null,null,"Average",null,"Capacity","COD"]
["Project","Sample","Sample","Capacity","Capacity",null,null,"Capacity",null,"Factor","Code"]
["COD","Projects","GW","Factor","Factor",null,null,"Factor",null,0.64405520860438892,6]
[1,17,0.69450000000000001,0.25256949280123164,{"$f":"$H$51","v":0.3558609039486878},null,1999,0.26606614250043864,null,0.57175760935561359,17]
[2,33,0.92519999999999958,0.25115837427608828,0.3558609039486878,null,{"$f":"G30+1","v":2000},0.3150263293744256,null,0.55863053073890956,18]
[3,35,1.3463000000000001,0.2618075756979224,0.3558609039486878,null,{"$f":"G31+1","v":2001},0.31585841736570447,null,0.55747824327059303,11]
[4,29,1.8380999999999996,0.30407608127462743,0.3558609039486878,null,2002,0.3001339847467499,null,0.55464480874316935,17]
[5,27,1.2776999999999998,0.29832016579323278,0.3558609039486878,null,2003,0.28742126257899564,null,0.54945017877622615,10]
[6,32,4.1692,0.29878345970840986,0.3558609039486878,null,2004,0.29929209640120813,null,0.54903082121542557,16]
[7,70,5.3407999999999998,0.26859405411717152,0.3558609039486878,null,2005,0.29876577241591246,null,0.53855950212507586,17]
[8,96,8.1184999999999992,0.28400445802908264,0.3558609039486878,null,2006,0.3214115141259708,null,0.53262038934426226,17]
[9,50,4.2418499999999995,0.30132589817099814,0.3558609039486878,null,2007,0.32373028923905528,null,0.52843405121611486,15]
[10,84,5.8059000000000003,0.2988022788811871,0.3558609039486878,null,2008,0.34348628210059762,null,0.52754174256223441,15]
[11,147,13.373399999999998,0.32904784469237569,0.3558609039486878,null,2009,0.29782196434874258,null,0.52513006317354149,16]
[12,14,0.99540000000000006,0.37757964871560357,0.3558609039486878,null,2010,0.30714620719172564,null,0.5240932887223313,16]
[13,45,5.1741999999999999,0.40729275533139447,0.3558609039486878,null,2011,0.33388014266382199,null,0.52405889496053426,16]
[14,60,8.3475900000000003,0.40372421162421773,0.3558609039486878,null,2012,0.32481123236059811,null,0.52013018322082927,16]
[15,63,8.1881599999999999,0.41758244822385415,0.3558609039486878,null,2013,0.32349937294869319,null,0.51887231568153758,17]
[16,67,7.1159999999999988,0.41360747055559144,0.3558609039486878,null,2014,0.33782937679981873,null,0.51885326079429961,13]
[17,60,7.8680280327868859,0.42486924451823177,0.3558609039486878,null,2015,0.319720825688244,null,0.51760321797207043,15]
[18,42,7.2899022950819674,0.41475114617960607,0.3558609039486878,null,2016,0.34261484252147639,null,0.51756489071038247,16]
[null,null,null,null,null,null,2017,0.34526940883317064,null,0.51694766205294329,1]
[null,null,null,null,null,null,2018,0.34893828984293668,null,0.51591993904494959,18]
[null,null,null,null,null,null,2019,0.34734649303204856,null,0.51414238008500301,16]
[null,null,null,null,null,null,2020,0.3558609039486878,null,0.51370446265938075,15]
[null,null,null,null,null,null,null,null,null,0.511963363309487,13]
[null,null,null,null,null,null,null,null,null,0.51154802094441398,11]
[null,null,null,null,null,null,null,null,null,0.51105570734669081,14]
[null,null,null,null,null,null,null,null,null,0.50964423952641169,17]
[null,null,null,null,null,null,null,null,null,0.50952974421925301,15]
[null,null,null,null,null,null,null,null,null,0.50832807902480037,15]
[null,null,null,null,null,null,null,null,null,0.50770508310564666,14]
[null,null,null,null,null,null,null,null,null,0.50552016512235687,16]
[null,null,null,null,null,null,null,null,null,0.50315472576401543,15]
[null,null,null,null,null,null,null,null,null,0.50309653916211294,13]
[null,null,null,null,null,null,null,null,null,0.50300475295992719,18]
[null,null,null,null,null,null,null,null,null,0.50162397540983605,15]
[null,null,null,null,null,null,null,null,null,0.50060849271402552,18]
[null,null,null,null,null,null,null,null,null,0.50058151183970856,14]
[null,null,null,null,null,null,null,null,null,0.49977231329690347,13]
[null,null,null,null,null,null,null,null,null,0.49851472374013356,14]
[null,null,null,null,null,null,null,null,null,0.49705437202467379,17]
[null,null,null,null,null,null,null,null,null,0.49649401456828041,14]
[null,null,null,null,null,null,null,null,null,0.49626103184946385,18]
[null,null,null,null,null,null,null,null,null,0.49327413479052817,14]
[null,null,null,null,null,null,null,null,null,0.490398697878206,14]
[null,null,null,null,null,null,null,null,null,0.48921316711736479,17]
[null,null,null,null,null,null,null,null,null,0.48836634790528233,18]
[null,null,null,null,null,null,null,null,null,0.48787332807655059,16]
[null,null,null,null,null,null,null,null,null,0.48751714677640606,17]
[null,null,null,null,null,null,null,null,null,0.48558173952641165,17]
[null,null,null,null,null,null,null,null,null,0.48537046840673498,18]
[null,null,null,null,null,null,null,null,null,0.48511877656344871,17]
[null,null,null,null,null,null,null,null,null,0.48430620772349925,11]
[null,null,null,null,null,null,null,null,null,0.48410291438979963,16]
[null,null,null,null,null,null,null,null,null,0.48389116575591978,11]
[null,null,null,null,null,null,null,null,null,0.48306412729026033,14]
[null,null,null,null,null,null,null,null,null,0.48255219279809441,17]
[null,null,null,null,null,null,null,null,null,0.48254312125686655,14]
[null,null,null,null,null,null,null,null,null,0.4821573315118397,18]
[null,null,null,null,null,null,null,null,null,0.48162188828172442,15]
[null,null,null,null,null,null,null,null,null,0.48118629986512607,11]
[null,null,null,null,null,null,null,null,null,0.48106121484858239,12]
[null,null,null,null,null,null,null,null,null,0.48100020141516037,11]
[null,null,null,null,null,null,null,null,null,0.48083306035744944,14]
[null,null,null,null,null,null,null,null,null,0.47855191256830604,16]
[null,null,null,null,null,null,null,null,null,0.47829623937462057,13]
[null,null,null,null,null,null,null,null,null,0.47717440801457195,18]
[null,null,null,null,null,null,null,null,null,0.47687540564872388,15]
[null,null,null,null,null,null,null,null,null,0.47595362780813599,17]
[null,null,null,null,null,null,null,null,null,0.47537956819036059,18]
[null,null,null,null,null,null,null,null,null,0.47353142076502741,17]
[null,null,null,null,null,null,null,null,null,0.47340055959288685,13]
[null,null,null,null,null,null,null,null,null,0.4731523341407996,14]
[null,null,null,null,null,null,null,null,null,0.47127626612585211,18]
[null,null,null,null,null,null,null,null,null,0.47043701855684883,15]
[null,null,null,null,null,null,null,null,null,0.47008558810677575,17]
[null,null,null,null,null,null,null,null,null,0.46979508196721309,14]
[null,null,null,null,null,null,null,null,null,0.46940033702031814,11]
[null,null,null,null,null,null,null,null,null,0.4681238615664845,10]
[null,null,null,null,null,null,null,null,null,0.46769960534304794,14]
[null,null,null,null,null,null,null,null,null,0.4668014387959743,15]
[null,null,null,null,null,null,null,null,null,0.46678694464243287,15]
[null,null,null,null,null,null,null,null,null,0.46665758801964446,18]
[null,null,null,null,null,null,null,null,null,0.46636080752884029,18]
[null,null,null,null,null,null,null,null,null,0.46623845588470264,17]
[null,null,null,null,null,null,null,null,null,0.46486099100701422,16]
[null,null,null,null,null,null,null,null,null,0.46329058907251303,14]
[null,null,null,null,null,null,null,null,null,0.46264799635701265,17]
[null,null,null,null,null,null,null,null,null,0.46241853621477141,13]
[null,null,null,null,null,null,null,null,null,0.46142352898531025,16]
[null,null,null,null,null,null,null,null,null,0.46132885784525135,18]
[null,null,null,null,null,null,null,null,null,0.46063880308073951,13]
[null,null,null,null,null,null,null,null,null,0.46058653278096834,18]
[null,null,null,null,null,null,null,null,null,0.46034608378870673,18]
[null,null,null,null,null,null,null,null,null,0.46005521402550092,14]
[null,null,null,null,null,null,null,null,null,0.45987201030268554,13]
[null,null,null,null,null,null,null,null,null,0.45966142318311454,18]
[null,null,null,null,null,null,null,null,null,0.45934031885527588,11]
[null,null,null,null,null,null,null,null,null,0.4564033327641166,11]
[null,null,null,null,null,null,null,null,null,0.45496636851156502,15]
[null,null,null,null,null,null,null,null,null,0.45471978928409196,14]
[null,null,null,null,null,null,null,null,null,0.45379790573999329,13]
[null,null,null,null,null,null,null,null,null,0.45274191712204009,15]
[null,null,null,null,null,null,null,null,null,0.45096416561580488,14]
[null,null,null,null,null,null,null,null,null,0.45028488380633402,11]
[null,null,null,null,null,null,null,null,null,0.45021678111047486,16]
[null,null,null,null,null,null,null,null,null,0.44998386689189412,15]
[null,null,null,null,null,null,null,null,null,0.44997134136478389,16]
[null,null,null,null,null,null,null,null,null,0.44940516848816031,14]
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[null,null,null,null,null,null,null,null,null,0.21106195969583946,8]
[null,null,null,null,null,null,null,null,null,0.2100166970248937,11]
[null,null,null,null,null,null,null,null,null,0.20685280337837225,9]
[null,null,null,null,null,null,null,null,null,0.20598928006210995,7]
[null,null,null,null,null,null,null,null,null,0.20593687657212248,8]
[null,null,null,null,null,null,null,null,null,0.20590467516697028,11]
[null,null,null,null,null,null,null,null,null,0.20532390908370948,1]
[null,null,null,null,null,null,null,null,null,0.2052367941712204,7]
[null,null,null,null,null,null,null,null,null,0.20516896250758956,10]
[null,null,null,null,null,null,null,null,null,0.2048421372191864,11]
[null,null,null,null,null,null,null,null,null,0.2048085680257811,5]
[null,null,null,null,null,null,null,null,null,0.2039097059588863,8]
[null,null,null,null,null,null,null,null,null,0.20283408957845434,7]
[null,null,null,null,null,null,null,null,null,0.20270813243330113,4]
[null,null,null,null,null,null,null,null,null,0.20241347905282328,11]
[null,null,null,null,null,null,null,null,null,0.20232493422384135,5]
[null,null,null,null,null,null,null,null,null,0.20171618852459017,10]
[null,null,null,null,null,null,null,null,null,0.20128778325499636,14]
[null,null,null,null,null,null,null,null,null,0.20107581967213115,5]
[null,null,null,null,null,null,null,null,null,0.20100941105039466,10]
[null,null,null,null,null,null,null,null,null,0.20099618353716714,8]
[null,null,null,null,null,null,null,null,null,0.2008070228698644,8]
[null,null,null,null,null,null,null,null,null,0.20036429872495445,9]
[null,null,null,null,null,null,null,null,null,0.20001897389192472,2]
[null,null,null,null,null,null,null,null,null,0.19979508196721313,11]
[null,null,null,null,null,null,null,null,null,0.1996158355227631,9]
[null,null,null,null,null,null,null,null,null,0.19928590200183058,7]
[null,null,null,null,null,null,null,null,null,0.1989071038251366,7]
[null,null,null,null,null,null,null,null,null,0.19779997723132969,10]
[null,null,null,null,null,null,null,null,null,0.19415194876255168,7]
[null,null,null,null,null,null,null,null,null,0.19228142076502733,3]
[null,null,null,null,null,null,null,null,null,0.19228142076502733,3]
[null,null,null,null,null,null,null,null,null,0.19228142076502733,3]
[null,null,null,null,null,null,null,null,null,0.18928961748633877,9]
[null,null,null,null,null,null,null,null,null,0.18806921675774133,15]
[null,null,null,null,null,null,null,null,null,0.18763765106832048,7]
[null,null,null,null,null,null,null,null,null,0.18726485926793307,11]
[null,null,null,null,null,null,null,null,null,0.18639951426836673,11]
[null,null,null,null,null,null,null,null,null,0.18435259804758652,2]
[null,null,null,null,null,null,null,null,null,0.18315972222222221,15]
[null,null,null,null,null,null,null,null,null,0.18216046914567507,3]
[null,null,null,null,null,null,null,null,null,0.18155944692829934,1]
[null,null,null,null,null,null,null,null,null,0.18101598866626184,6]
[null,null,null,null,null,null,null,null,null,0.18076426836672738,10]
[null,null,null,null,null,null,null,null,null,0.1799538121259433,1]
[null,null,null,null,null,null,null,null,null,0.17889669529013785,7]
[null,null,null,null,null,null,null,null,null,0.17873121584699456,8]
[null,null,null,null,null,null,null,null,null,0.17811309819506541,11]
[null,null,null,null,null,null,null,null,null,0.17659380692167576,10]
[null,null,null,null,null,null,null,null,null,0.17584419223763481,5]
[null,null,null,null,null,null,null,null,null,0.17584419223763481,5]
[null,null,null,null,null,null,null,null,null,0.17584419223763481,5]
[null,null,null,null,null,null,null,null,null,0.17584419223763481,5]
[null,null,null,null,null,null,null,null,null,0.17584419223763481,5]
[null,null,null,null,null,null,null,null,null,0.17448391013964784,10]
[null,null,null,null,null,null,null,null,null,0.17412611674906756,7]
[null,null,null,null,null,null,null,null,null,0.17412611674906756,7]
[null,null,null,null,null,null,null,null,null,0.17412611674906756,7]
[null,null,null,null,null,null,null,null,null,0.17412611674906753,7]
[null,null,null,null,null,null,null,null,null,0.17412611674906753,7]
[null,null,null,null,null,null,null,null,null,0.17412611674906753,7]
[null,null,null,null,null,null,null,null,null,0.17400057520851311,3]
[null,null,null,null,null,null,null,null,null,0.17364431542197933,10]
[null,null,null,null,null,null,null,null,null,0.17253538179084624,6]
[null,null,null,null,null,null,null,null,null,0.17120720149943244,11]
[null,null,null,null,null,null,null,null,null,0.17068533697632057,8]
[null,null,null,null,null,null,null,null,null,0.17015027322404369,7]
[null,null,null,null,null,null,null,null,null,0.17012750455373404,8]
[null,null,null,null,null,null,null,null,null,0.16956334750050597,9]
[null,null,null,null,null,null,null,null,null,0.16691256830601092,8]
[null,null,null,null,null,null,null,null,null,0.16522043445996087,4]
[null,null,null,null,null,null,null,null,null,0.16521516393442626,1]
[null,null,null,null,null,null,null,null,null,0.16254553734061927,11]
[null,null,null,null,null,null,null,null,null,0.16219563645130181,10]
[null,null,null,null,null,null,null,null,null,0.16179149255330547,4]
[null,null,null,null,null,null,null,null,null,0.16059881602914389,8]
[null,null,null,null,null,null,null,null,null,0.16059832105805022,2]
[null,null,null,null,null,null,null,null,null,0.15987220324833029,11]
[null,null,null,null,null,null,null,null,null,0.15820559723379951,4]
[null,null,null,null,null,null,null,null,null,0.15683819064966606,8]
[null,null,null,null,null,null,null,null,null,0.15672434729811777,3]
[null,null,null,null,null,null,null,null,null,0.15319996607744668,13]
[null,null,null,null,null,null,null,null,null,0.15198087431693988,11]
[null,null,null,null,null,null,null,null,null,0.15149577570201067,1]
[null,null,null,null,null,null,null,null,null,0.15069737184491283,8]
[null,null,null,null,null,null,null,null,null,0.14639938777575387,3]
[null,null,null,null,null,null,null,null,null,0.14346311475409834,7]
[null,null,null,null,null,null,null,null,null,0.13888888888888887,10]
[null,null,null,null,null,null,null,null,null,0.13854735883424407,3]
[null,null,null,null,null,null,null,null,null,0.13854735883424407,3]
[null,null,null,null,null,null,null,null,null,0.13853396549876781,8]
[null,null,null,null,null,null,null,null,null,0.13528109958378434,1]
[null,null,null,null,null,null,null,null,null,0.13381906496660595,2]
[null,null,null,null,null,null,null,null,null,0.13221007893139042,11]
[null,null,null,null,null,null,null,null,null,0.12621432908318153,10]
[null,null,null,null,null,null,null,null,null,0.12500000000000003,10]
[null,null,null,null,null,null,null,null,null,0.1241768249964971,5]
[null,null,null,null,null,null,null,null,null,0.12246698542805103,7]
[null,null,null,null,null,null,null,null,null,0.12246698542805103,7]
[null,null,null,null,null,null,null,null,null,0.12246698542805103,7]
[null,null,null,null,null,null,null,null,null,0.12246698542805103,7]
[null,null,null,null,null,null,null,null,null,0.12246698542805103,7]
[null,null,null,null,null,null,null,null,null,0.11393092335715284,5]
[null,null,null,null,null,null,null,null,null,0.11033697632058288,11]
[null,null,null,null,null,null,null,null,null,0.11033413023679417,11]
[null,null,null,null,null,null,null,null,null,0.10522920461445051,2]
[null,null,null,null,null,null,null,null,null,0.10441569899817853,11]
[null,null,null,null,null,null,null,null,null,0.10434181028443323,12]
[null,null,null,null,null,null,null,null,null,0.10199964848368648,7]
[null,null,null,null,null,null,null,null,null,0.10013469888433515,6]
[null,null,null,null,null,null,null,null,null,9.9257355041416737E-2,1]
[null,null,null,null,null,null,null,null,null,9.6909153005464474E-2,15]
[null,null,null,null,null,null,null,null,null,9.6140710382513664E-2,3]
[null,null,null,null,null,null,null,null,null,9.6140710382513664E-2,3]
[null,null,null,null,null,null,null,null,null,9.4920338114754074E-2,8]
[null,null,null,null,null,null,null,null,null,9.0405282331511849E-2,7]
[null,null,null,null,null,null,null,null,null,8.7659380692167582E-2,11]
[null,null,null,null,null,null,null,null,null,8.6304644808743169E-2,7]
[null,null,null,null,null,null,null,null,null,8.2677871612297851E-2,1]
[null,null,null,null,null,null,null,null,null,6.7015786278081371E-2,7]
[null,null,null,null,null,null,null,null,null,6.6860200364298725E-2,6]
[null,null,null,null,null,null,null,null,null,6.1910693239044245E-2,10]
[null,null,null,null,null,null,null,null,null,6.1782786885245904E-2,5]
[null,null,null,null,null,null,null,null,null,5.5167065118397085E-2,11]
[null,null,null,null,null,null,null,null,null,4.1552823315118385E-2,2]
[null,null,null,null,null,null,null,null,null,4.1142987249544627E-2,7]
[null,null,null,null,null,null,null,null,null,4.069899817850637E-2,11]
[null,null,null,null,null,null,null,null,null,3.1936055986961941E-2,3]
[null,null,null,null,null,null,null,null,null,1.7248992658828725E-2,2]

{"sheet":"Capacity Factor by State","index":39,"n_rows":72,"n_cols":3,"rows_kept":72,"cut":false,"hidden":false,"merged":[]}
["Average calendar year 2020 capacity factors by state"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
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[]
[]
[]
["Source: EIA, FERC, Berkeley Lab"]
["Note: States shaded in white have no projects in full sample (left) or in newer sample (right)"]
[]
[null,"1998-","2015-"]
[null,2019,2019]
[null,"Projects","Projects"]
["NE",0.44610304598189005,0.4655320511747657]
["ND",0.43150673422445002,0.48226877356832776]
["KS",0.4291247600164248,0.46078818495331841]
["NM",0.40852568817103757,0.44421878600635595]
["OK",0.40709236913707403,0.43675408948769484]
["MT",0.39972442388986951,0.43188005486940717]
["CO",0.37489497375406156,0.40504096684247615]
["SD",0.37027243192674381,0.46374103591141208]
["TX",0.36926626167621329,0.41146486664887572]
["IA",0.36074813881524265,0.39236122367380405]
["WA",0.33707365212140333]
["MN",0.33654594992146669,0.45128749545496455]
["WY",0.33519984383570578,0.41586264799635703]
["MI",0.33129896617779897,0.34030311021257265]
["IL",0.32922448949632471,0.37963850442185371]
["ID",0.32317517192402356]
["MO",0.32205776046656365,0.40626917086584768]
["MD",0.32175826862237555,0.343255047055252]
["HI",0.31454818364483]
["OH",0.31305917360708185,0.32248785721007944]
["WI",0.30297835104614113,0.44312130589940896]
["NC",0.29898493327028164,0.29898493327028164]
["IN",0.29812267686160071,0.34486228409102171]
["WV",0.29659784377407744,0.357647178453322]
["DE",0.29479735883424407]
["ME",0.29323047981759059,0.3051663219102822]
["VT",0.2915457571760568,0.39507817243472981]
["PA",0.2914004603420402,0.340598449697189]
["OR",0.28757458383719003,0.33263144528513383]
["MA",0.28216117593366691,0.20746969411469129]
["CT",0.27741347905282332,0.27741347905282332]
["NH",0.27398282214956665,0.27868112873437895]
["CA",0.26762244140986952,0.3359421065479879]
["NY",0.25515848157927512,0.36435902333981651]
["NJ",0.25316231532078526]
["AK",0.2520443100240593]
["RI",0.24598034585891296,0.25554037644201577]
["UT",0.23446968687790759,0.28906796988538258]
["AZ",0.22695457918590892,0.26125910746812386]
["NV",0.22236718275652703]
["TN",0.16522043445996087]
["U.S.",0.3558609039486878,0.41481829208562021]

{"sheet":"Capacity Factor Drivers","index":40,"n_rows":49,"n_cols":5,"rows_kept":49,"cut":false,"hidden":false,"merged":[]}
["2020 capacity factors and various drivers by commercial operation date"]
[]
[]
[]
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[]
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[]
["Note: In order to have all three indices be directionally consistent with their influence on capacity factor, this figure indexes the inverse of specific power (i.e., a decline in specific power causes the index to increase rather than decrease)."]
["Source: EIA, FERC, Berkeley Lab"]
[]
[]
[null,"Weighted-","Index of","Index of","Index of"]
[null,"Average","the Inverse","Built","Built Wind"]
[null,"Capacity","of Built","Turbine","Resource"]
[null,"Factor","Specific","Hub","Quality"]
[null,"in 2020","Power","Height","at 80m"]
["1998-99",0.25256949280123164,100,100,100]
["2000-01",0.25115837427608828,100.75844180094148,102.87498652129105,93.8904611475661]
["2002-03",0.2618075756979224,104.19058905094563,116.9563042352313,91.524908169380467]
["2004-05",0.30407608127462743,115.51825336099093,130.99908609934116,90.873312500118161]
[2006,0.29832016579323278,117.52169378776556,134.28205767296495,87.460124810241922]
[2007,0.29878345970840986,118.7709580308771,138.16622385793352,89.370390745666526]
[2008,0.26859405411717152,118.12392877117651,138.71527133303988,89.127746175063294]
[2009,0.28400445802908264,119.30042419515895,139.3336126298596,83.913184854139132]
[2010,0.30132589817099814,123.073831083814,140.82590457604377,83.420768560371911]
[2011,0.2988022788811871,124.74399294789804,143.12303011983232,80.690180598643011]
[2012,0.32904784469237569,137.40270660407623,148.08549302023835,81.188362891166307]
[2013,0.37757964871560357,153.8977729530165,142.29062040950521,84.627261264020376]
[2014,0.40729275533139447,156.74132623645153,146.14844787142454,90.052933759072005]
[2015,0.40372421162421773,160.33138433383158,145.71589179557608,88.471764565763579]
[2016,0.41758244822385415,168.2848779551627,146.71305110242574,89.258284605917609]
[2017,0.41360747055559144,170.29241018402766,152.03559439780656,85.374118794698305]
[2018,0.42486924451823177,170.92027598881643,155.72195500497602,85.760762094891334]
[2019,0.41475114617960607,178.70153702264875,159.24285893580947,88.146562235921991]
[2020,null,176.32434480161487,159.29854147111485,83.652769664418884]

{"sheet":"Influence of Specific Power ","index":41,"n_rows":50,"n_cols":15,"rows_kept":50,"cut":false,"hidden":false,"merged":[[34,2,34,5],[34,11,34,14],[22,0,22,9],[25,2,25,5],[25,11,25,14],[26,0,26,1],[26,9,26,10],[35,0,35,1],[35,9,35,10],[43,2,43,5],[43,11,43,14],[44,0,44,1],[44,9,44,10]]}
["Calendar year 2020 capacity factors by wind resource quality and specific power"]
[]
[]
[]
[]
[]
[]
[]
[]
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[]
[]
[]
[]
[]
["Source: EIA, FERC, Berkeley Lab"]
["Note: Wind resource quality is based on site estimates of gross capacity factor at 80 meters by AWS Truepower, using a single, common wind-turbine power curve. The “lower” category includes all projects with an estimated gross capacity factor of less than 40%; “medium” corresponds to ≥40%–45%; “higher” ≥45%–50%; and “highest” ≥50%. "]
[]
["1998-2019 Projects",null,null,null,null,null,null,null,null,"2010-2019 Projects"]
["Average Capacity Factor",null,"Wind Resource Quality",null,null,null,null,null,null,"Average Capacity Factor",null,"Wind Resource Quality"]
["Specific Power Range",null,"Lower","Medium","Higher","Highest",null,null,null,"Specific Power Range",null,"Lower","Medium","Higher","Highest"]
[null,"≥ 400 W/m2",0.17073959964337315,0.22312130803655866,0.216051419784131,0.24945183944729493,null,null,null,null,"≥ 400 W/m2",0.17811309819506541,0.20062795086498292,0.21180966011176783,0.27857151892329496]
["< 400 W/m2","≥ 350 W/m2",0.21817094285606881,0.26531228747203406,0.26444315248354278,0.2965920266211744,null,null,null,"< 400 W/m2","≥ 350 W/m2",0.20280086584827214,0.23733147501706117,0.31617688162324192,0.33957487949970677]
["< 350 W/m2","≥ 300 W/m2",0.2780793167845601,0.28806162725800361,0.30713754773247881,0.33155840892537863,null,null,null,"< 350 W/m2","≥ 300 W/m2",0.27931206325304964,0.28087706064126566,0.32809641557047053,0.3708952355537109]
["< 300 W/m2","≥ 250 W/m2",0.30649647407757957,0.32606044914714488,0.39246909412123121,0.41426002732987383,null,null,null,"< 300 W/m2","≥ 250 W/m2",0.30689136624583813,0.32606044914714488,0.39769678120016666,0.41962698042998614]
["< 250 W/m2",null,0.34605504957937638,0.40429632700782486,0.44016686537652833,0.47786155123651547,null,null,null,"< 250 W/m2",null,0.34605504957937638,0.40429632700782486,0.44016686537652833,0.47786155123651547]
[]
[]
["Projects in Sample",null,"Wind Resource Quality",null,null,null,null,null,null,"Projects in Sample",null,"Wind Resource Quality"]
["Specific Power Range",null,"Lower","Medium","Higher","Highest",null,null,null,"Specific Power Range",null,"Lower","Medium","Higher","Highest"]
[null,"≥ 400 W/m2",5,4,11,15,null,null,null,null,"≥ 400 W/m2",1,3,5,2]
["< 400 W/m2","≥ 350 W/m2",16,21,12,41,null,null,null,"< 400 W/m2","≥ 350 W/m2",3,4,2,5]
["< 350 W/m2","≥ 300 W/m2",117,59,71,84,null,null,null,"< 350 W/m2","≥ 300 W/m2",59,21,26,40]
["< 300 W/m2","≥ 250 W/m2",86,39,57,41,null,null,null,"< 300 W/m2","≥ 250 W/m2",82,39,53,40]
["< 250 W/m2",null,66,56,54,48,null,null,null,"< 250 W/m2",null,66,56,54,48]
[]
[]
["MW in Sample",null,"Wind Resource Quality",null,null,null,null,null,null,"MW in Sample",null,"Wind Resource Quality"]
["Specific Power Range",null,"Lower","Medium","Higher","Highest",null,null,null,"Specific Power Range",null,"Lower","Medium","Higher","Highest"]
[null,"≥ 400 W/m2",156.69999999999999,497.9,989.3,1087.5999999999999,null,null,null,null,"≥ 400 W/m2",132,402,735,108]
["< 400 W/m2","≥ 350 W/m2",373.1,1750.6,957.30000000000007,1923.4999999999995,null,null,null,"< 400 W/m2","≥ 350 W/m2",49.9,371,250.90000000000003,377.59999999999997]
["< 350 W/m2","≥ 300 W/m2",7783.4999999999982,6653.7499999999991,6848.5,9121.8000000000029,null,null,null,"< 350 W/m2","≥ 300 W/m2",4297.9000000000005,1545.6000000000001,2210.6999999999998,4881.7]
["< 300 W/m2","≥ 250 W/m2",3803.562295081967,5105.0000000000009,7097.7,6157.4500000000007,null,null,null,"< 300 W/m2","≥ 250 W/m2",3629.062295081967,5105.0000000000009,6726.1999999999989,5977.45]
["< 250 W/m2",null,7066.9000000000015,7144.85,9034.6000000000022,7954.4,null,null,null,"< 250 W/m2",null,7066.9000000000015,7144.85,9034.6000000000022,7954.4]

{"sheet":"Curtailment and Penetration","index":42,"n_rows":144,"n_cols":13,"rows_kept":144,"cut":false,"hidden":false,"merged":[]}
["Wind curtailment and penetration rates by ISO"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: ERCOT, MISO, CAISO, NYISO, PJM, ISO-NE, SPP",null,null,null,null,null,null,null,null,null,null,null,"Sources: ERCOT, MISO, CAISO, NYISO, PJM, ISO-NE, SPP"]
[]
[null,null,null,"Wind","Wind"]
[null,null,null,"Penetration","Curtailment"]
[null,null,null,"%","%","Year"]
["2014-20\nSPP",null," ",null,null,2007]
[null,null," ",null,null,2008]
[null,null," ",null,null,2009]
[null,null," ",null,null,2010,null,null,"Wind"]
[null,null," ",null,null,2011,null,"ISO","Curtailment"]
[null,null," ",null,null,2012,null,"Region","2020 %"]
[null,null," ",null,null,2013,null,"MISO",5.0318087432913119E-2]
[null,null," ",0.11964950573242429,7.1198866459092364E-3,2014,null,"ERCOT",4.6114869929921205E-2]
[null,null," ",0.13476785886017098,9.2995951803307893E-3,2015,null,"SPP",2.5285915832455836E-2]
[null,null," ",0.17539551159693523,1.6559751110877052E-2,2016,null,"ISO-NE",1.5062059939445401E-2]
[null,null," ",0.22980084269956411,2.8009685745081999E-2,2017,null,"NYISO",1.3539979462030121E-2]
[null,null," ",0.23830811558442855,1.2860819399372935E-2,2018,null,"CAISO",5.8125337835843657E-3]
[null,null,null,0.27513135799921107,1.5704618978089738E-2,2019,null,"PJM",6.4235951016688379E-4]
[null,null," ",0.31263480564490165,2.5285915832455836E-2,2020]
[" "]
["2007-20\nERCOT",null," ",2.8669885348156943E-2,1.2211037848541214E-2,2007]
[null,null," ",4.8775053757538635E-2,8.5060836508921822E-2,2008]
[null,null," ",6.1021251014030095E-2,0.17070361876225379,2009]
[null,null," ",7.7448550468361813E-2,7.7166635673370274E-2,2010]
[null,null," ",8.4463839780662103E-2,8.4792607734428302E-2,2011]
[null,null," ",9.174225231080424E-2,3.7943429057848435E-2,2012]
[null,null," ",9.8603196473158863E-2,1.0980667625730823E-2,2013]
[null,null," ",0.10626141389337819,5.1206474903624224E-3,2014]
[null,null," ",0.11728964096182154,9.5192597630962932E-3,2015]
[null,null," ",0.15104552214131975,1.5676695259505508E-2,2016]
[null,null," ",0.17369872722552712,2.1579377854801313E-2,2017]
[null,null," ",0.1851303609020209,2.5381712124471111E-2,2018]
[null,null,null,0.19931333811952498,2.6915351188033187E-2,2019]
[null,null," ",0.22733679283581154,4.6114869929921205E-2,2020]
[" "]
["2009-20\nMISO",null," ",null,null,2007]
[null,null," ",null,null,2008]
[null,null," ",2.7144582757970694E-2,1.9475337463428576E-2,2009]
[null,null," ",3.418919387665631E-2,3.879733092280449E-2,2010]
[null,null," ",4.5605060762829677E-2,3.1858284824347459E-2,2011]
[null,null," ",6.2146602566523865E-2,2.6019067526536342E-2,2012]
[null,null," ",6.8539033685138209E-2,4.7227651008759711E-2,2013]
[null,null," ",5.6750858070523609E-2,5.5156610553567978E-2,2014]
[null,null," ",6.2222166550290448E-2,5.4264086321387871E-2,2015]
[null,null," ",6.9030765027562363E-2,4.309120887925131E-2,2016]
[null,null," ",7.6934712784517162E-2,4.2581145284187299E-2,2017]
[null,null," ",7.337324221498169E-2,4.243139865206004E-2,2018]
[null,null,null,8.5023806651959508E-2,5.4737116079322121E-2,2019]
[null,null," ",0.1097422847045674,5.0318087432913119E-2,2020]
[" "]
["2015-20\nCAISO",null," ",null,null,2007]
[null,null," ",null,null,2008]
[null,null," ",null,null,2009]
[null,null," ",null,null,2010]
[null,null," ",null,null,2011]
[null,null," ",null,null,2012]
[null,null," ",null,null,2013]
[null,null," ",null,null,2014]
[null,null," ",5.1728705484988438E-2,4.0411277040270505E-3,2015]
[null,null," ",5.8346460835373759E-2,5.3662737564346488E-3,2016]
[null,null," ",5.8206020100819246E-2,2.4057162984534738E-3,2017]
[null,null," ",6.9753107463448275E-2,1.7306634171363714E-3,2018]
[null,null,null,6.8843667513553697E-2,2.724744009965628E-3,2019]
[null,null," ",6.6247617339671883E-2,5.8125337835843657E-3,2020]
[" ",null," "]
["2012-20\nNYISO",null," ",null,null,2007]
[null,null," ",null,null,2008]
[null,null," ",null,null,2009]
[null,null," ",null,null,2010]
[null,null," ",null,null,2011]
[null,null," ",1.8623378091582463E-2,2.9435581841800104E-3,2012]
[null,null," ",2.164620932882522E-2,1.4050224699414219E-2,2013]
[null,null," ",2.4790721444109161E-2,7.3547721599132821E-3,2014]
[null,null," ",2.4162203861223811E-2,9.4500583655520286E-3,2015]
[null,null," ",2.430476619838487E-2,5.6035001338396988E-3,2016]
[null,null," ",2.6504431718562923E-2,9.9856589147434768E-3,2017]
[null,null," ",2.4513635815240221E-2,1.6427409421767302E-2,2018]
[null,null,null,2.8348489738304089E-2,1.5313751000842315E-2,2019]
[null,null," ",2.9443638368959683E-2,1.3539979462030121E-2,2020]
[" "]
["2014-20\nISO-NE",null," ",null,null,2007]
[null,null," ",null,null,2008]
[null,null," ",null,null,2009]
[null,null," ",null,null,2010]
[null,null," ",null,null,2011]
[null,null," ",null,null,2012]
[null,null," ",null,null,2013]
[null,null," ",1.5323891458484768E-2,3.0657871005229587E-2,2014]
[null,null," ",1.7218011871252735E-2,2.3197822017300619E-2,2015]
[null,null," ",2.0354116247077891E-2,4.1791226672642075E-2,2016]
[null,null," ",2.7074867383188386E-2,2.6954056094764624E-2,2017]
[null,null," ",2.7177077058750321E-2,2.7843573483097857E-2,2018]
[null,null,null,2.930642280932266E-2,1.8855139316820937E-2,2019]
[null,null," ",3.0391996541923646E-2,1.5062059939445401E-2,2020]
[" "]
["2012-20\nPJM",null," ",null,null,2007]
[null,null," ",null,null,2008]
[null,null," ",null,null,2009]
[null,null," ",null,null,2010]
[null,null," ",null,null,2011]
[null,null," ",1.6859112820211509E-2,1.9865003159233292E-2,2012]
[null,null," ",1.8685664326743148E-2,1.9064635419838188E-2,2013]
[null,null," ",1.9388243095005073E-2,7.3623411756818767E-3,2014]
[null,null," ",2.085090767241099E-2,3.3054425155903799E-3,2015]
[null,null," ",2.2220868110244107E-2,2.1522688680904929E-3,2016]
[null,null," ",2.6266978674903921E-2,3.568012484443201E-3,2017]
[null,null," ",2.6495224332786921E-2,1.777646159443748E-3,2018]
[null,null,null,3.0315818647447403E-2,1.3120955692034125E-4,2019]
[null,null," ",3.4005868160254672E-2,6.4235951016688379E-4,2020]
[" "]
["2007-20\nTotal",null," ",null,1.2211037848541214E-2,2007]
[null,null," ",null,8.5060836508921822E-2,2008]
[null,null," ",null,0.11052318196610085,2009]
[null,null," ",null,6.0191401786869055E-2,2010]
[null,null," ",null,6.0264567657321147E-2,2011]
[null,null," ",null,2.9587286415932917E-2,2012]
[null,null," ",null,2.7622944670335787E-2,2013]
[null,null," ",null,2.3068063548411084E-2,2014]
[null,null," ",null,2.156565247914647E-2,2015]
[null,null," ",null,2.1148677664640604E-2,2016]
[null,null," ",null,2.5423129345723421E-2,2017]
[null,null," ",null,2.1803238750896941E-2,2018]
[null,null,null,null,2.5915533596561544E-2,2019]
[null,null," ",null,3.4442283097230623E-2,2020]

{"sheet":"Inter-Annual Variability","index":43,"n_rows":46,"n_cols":10,"rows_kept":46,"cut":false,"hidden":false,"merged":[]}
["Inter-annual variability in the wind resource by region and nationally"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: ERA, Berkeley Lab; methodology behind the index of inter-annual variability is explained in report appendix"]
[]
[]
["Year","National","CAISO","ERCOT","SPP","MISO","PJM","NYISO","ISO-NE","West (non-ISO)"]
[2000,0.95680913842809923,0.93548165142417705,null,1.0085681049364399,0.96719636968792888,null,null,null,0.86189036005637276]
[2001,0.98325921350320777,0.77845978337587829,0.94923214190111294,0.99618446970504593,1.0876057041002263,null,0.90721048287677031,null,0.87653518290837273]
[2002,0.97932564293521762,0.93154161377618272,0.95428332635763191,1.0237834352496993,1.0073419012983698,1.0709375835279324,1.0218857491925402,null,0.9866919998888718]
[2003,0.92033888867018487,0.92125889386189608,0.88306050330556973,0.94528230530191482,0.9521574834449299,1.0610453976164744,0.97066389858358892,null,0.90292776125743812]
[2004,0.95224601928533059,0.91234212324970743,0.96813690831409216,0.93174701990405795,0.99178958582336529,0.99566316650403819,0.96247932288931626,null,0.91601951493663714]
[2005,0.90741656679551552,0.91842946046424512,0.87810434111772739,0.92451929541452726,0.94017524716463841,0.9205349835405473,0.8338162180506048,null,0.88660366511934219]
[2006,0.98753072162054945,0.90581276003911337,0.98943935757841206,0.98062618224318887,0.96596818599779866,1.0162568009735657,0.99870851128869476,null,1.0450069512934583]
[2007,1.0032220854369356,1.0984587968334392,0.89275891306145827,0.92640829909696321,1.0814246693065634,1.0426464892999925,0.99587490748750418,null,1.0507150835585155]
[2008,1.0924475687320259,1.1725370367387427,1.0675757983042706,1.0929640199945958,1.0324856527516177,1.0559911297092717,0.98646319584599684,0.94029731222301516,1.1514832728791757]
[2009,1.0059406171067546,1.048440912593944,0.99275980382613283,1.0135485389331447,0.98195766653224004,1.0049156665864103,0.95800098274165091,0.98761034261130265,1.0430862449973524]
[2010,1.0091595184902011,1.0544353487497125,1.020250679721167,1.0213914241307163,1.0031608396194625,0.99445376073299019,0.96122261374018481,1.0636775706746819,1.0015599191554512]
[2011,1.083056345146004,1.0919003723579266,1.1185045022558306,1.0691483620094757,1.0324868642645815,1.0110931547978381,0.97458278231340822,0.96251674769262008,1.1552316554045519]
[2012,1.0262259696092573,1.0411169598731029,1.0325981794244603,1.0211810977913287,0.9933768403659694,0.97656083111623337,0.9399712602139505,0.88867848539207428,1.0960021415148999]
[2013,1.0139597077727467,0.99800352397115188,1.0072778861304508,1.0235832251127388,1.0212506872239999,1.0100066950594293,1.0289591125810666,0.98538156170298619,1.0130188499379231]
[2014,1.0690410365186858,0.96515698834717034,1.063467991088429,1.0827535044727907,1.0821629472906866,1.0677237709549654,1.1012099745369217,1.0129669526324727,1.0870550662259244]
[2015,0.95276902471872105,0.85562589655318499,0.92165605256788541,0.96284428457256155,1.0132054165415845,1.0121279923320081,1.0178093154709251,1.0108717628618675,0.90162298899769844]
[2016,1.010043565791616,1.0333523071787016,0.98351744925530327,1.0190469432906684,1.0193349417983057,0.99244157300985514,1.0319792301417334,0.99909158203767079,1.0216049565579304]
[2017,1.0130508127028641,1.0505777788108848,1.0196875843314928,1.0126862982934697,1.0012611049332945,1.0500911101723662,1.0936267676011191,1.0427390489519319,0.97331345474660069]
[2018,0.98516898415410514,1.0111617126931842,1.0264620306913403,0.99044806378013628,0.92325481155737998,0.96345301678054829,1.016658124910065,1.0376803819400613,0.99335456402503419]
[2019,0.99881923866913735,1.0898869655925649,1.0252457859875579,1.0085472539190521,0.99346815508723674,1.0167433587181378,1.0691540585041874,1.0821798466678443,0.89475334700266163]
[2020,1.029928968033766,1.0153721889773399,1.0274350235300074,1.0124456381375435,1.0024938463414821,0.98285150225195439,1.0659850022240995,1.0511490690669592,1.1232431657699051]

{"sheet":"Performance with Project Age","index":44,"n_rows":54,"n_cols":25,"rows_kept":54,"cut":false,"hidden":false,"merged":[[26,3,26,6],[26,11,26,14],[26,20,26,23]]}
["Changes in project-level capacity factors as projects age"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null,null,null,null,null,null," "]
[]
[]
[]
["Source: EIA, FERC, Berkeley Lab"]
[]
[]
[]
["Full Sample",null,null,null,null,null,null,null,"Older: Pre-2008",null,null,null,null,null,null,null,null,"Newer: Post-2007"]
[null,null,null,"Indexed Capacity Factor (Year 2=100%)",null,null,null,null,null,null,null,"Indexed Capacity Factor (Year 2=100%)",null,null,null,null,null,null,null,null,"Indexed Capacity Factor (Year 2=100%)"]
[null,null,null,"Capacity-",null,"Median",null,null,null,null,null,"Capacity-",null,"Median",null,null,null,null,null,null,"Capacity-",null,"Median"]
["Sample","Sample","Years","Weighted","25th","50th","75th",null,"Sample","Sample","Years","Weighted","25th","50th","75th",null,null,"Sample","Sample","Years","Weighted","25th","50th","75th"]
["Projects","GW","Post-COD","Average","Percentile","Percentile","Percentile",null,"Projects","GW","Post-COD","Average","Percentile","Percentile","Percentile",null,null,"Projects","GW","Post-COD","Average","Percentile","Percentile","Percentile"]
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[1002,95.34090999999998,2,1,1,1,1,null,209,15.291300000000003,2,1,1,1,1,{"$f":"O32-M32","v":0},null,793,80.049610000000001,2,1,1,1,1,{"$f":"X32-V32","v":0}]
[944,87.331199999999967,3,1.0081485359902562,0.95262749167282312,0.99868462837352912,1.0469939645609694,null,208,15.114400000000003,3,0.98936920055606536,0.92341039610551934,0.97177553421855722,1.0303696867834753,0.10695929067795595,null,736,72.216800000000006,3,1.0120789010505546,0.96341749870563542,1.0028568363974715,1.0501154662075201,8.6697967501884632E-2]
[881,80.611099999999993,4,1.0022156027951623,0.93809162462985518,0.99559612162723121,1.0598654668976881,null,209,15.291300000000003,4,0.97386544969699906,0.90703736299386761,0.96863463125735905,1.0299871561303426,0.12294979313647503,null,672,65.319800000000029,4,1.0088523453459635,0.95151147615326659,1.0008587029354112,1.0626819227969522,0.11117044664368558]
[812,72.019939999999991,5,0.99658753514298626,0.92505535420778129,0.98820365812056754,1.0498117414203556,null,209,15.291300000000003,5,0.96914860960324245,0.8888060240123159,0.96936093642957222,1.037683663675828,0.14887763966351208,null,603,56.728639999999999,5,1.0039837435150867,0.93028131550752646,0.99084466245764491,1.052446323066659,0.12216500755913251]
[753,63.969250000000009,6,0.99627299332565011,0.90792447242252006,0.98211875807223592,1.0602557061453697,null,209,15.291300000000003,6,0.96171052170442695,0.87448923250155775,0.94579707905403354,1.0322255172395256,0.15773628473796786,null,544,48.677950000000003,6,1.0071301703904527,0.92299386701571418,0.98962982565819313,1.065910704505368,0.14291683748965378]
[705,58.469150000000006,7,0.99468870098535955,0.90326008600650809,0.97008292089853632,1.052742065108381,null,208,15.283800000000003,7,0.9582756581497246,0.87637771867227388,0.94351902379232166,1.0056298766560432,0.12925215798376932,null,497,43.185350000000014,7,1.0075757023432568,0.91751552911774203,0.98533610520753778,1.0671057497746139,0.14959022065687189]
[687,57.347649999999987,8,0.98478536428077679,0.89945303320192349,0.96873471501463426,1.0426999415667479,null,206,15.277200000000002,8,0.95418565481776352,0.86598135781043173,0.94726863185053256,1.0142944409837724,0.14831308317334069,null,481,42.070449999999994,8,0.99589715132865353,0.91081202338797596,0.97770132474344684,1.052765263871543,0.14195324048356706]
[548,43.459849999999996,9,0.99431421787112506,0.88956284473042313,0.97276013674329742,1.0570536942912683,null,208,15.285300000000003,9,0.97524948009034618,0.88283779200168833,0.95048954554756637,1.0318262944592362,0.14898850245754791,null,340,28.17455,9,1.00465724859923,0.89876601472457862,0.98367814129311149,1.0847692308162831,0.18600321609170445]
[449,36.422150000000002,10,0.98488706183942154,0.85512207687484576,0.94895860475780724,1.0628448121170697,null,208,15.287900000000004,10,0.96394285345612096,0.81979134053250169,0.9268644948474043,1.0046586053914344,0.18486726485893268,null,241,21.134250000000002,10,1.0000374912770924,0.88559136247382042,0.97719626908007462,1.0975523559285076,0.21196099345468722]
[373,29.049300000000006,11,0.93715529854944002,0.84491099459075569,0.93275211714921957,0.99145595942464348,null,204,14.970700000000003,11,0.93389037341498082,0.85400585210323743,0.9222933639761034,0.98858800601648567,0.13458215391324824,null,169,14.078600000000003,11,0.9406271078707118,0.81022746156319114,0.94368721994002769,0.99824014567347297,0.18801268411028182]
[269,18.565099999999997,12,0.91085930095639989,0.80749045466102154,0.89317692177458241,0.97277762035507542,null,198,13.145800000000003,12,0.92977521016345088,0.83959385199568937,0.90161716644773771,0.97921999016608274,0.13962613817039338,null,71,5.4192999999999989,12,0.86497426797168797,0.58984630202146016,0.84890914446140064,0.95575010143464623,0.36590379941318607]
[193,12.616300000000003,13,0.89972245973004983,0.78322425834984877,0.888015292806001,0.96816099714295567,null,193,12.616300000000003,13,0.89972245973004983,0.78322425834984877,0.888015292806001,0.96816099714295567,0.1849367387931069,null,null,null,13]
[157,8.095600000000001,14,0.87150590964896535,0.72109837768646745,0.87311335667681678,0.96274903243087662,null,157,8.095600000000001,14,0.87150590964896535,0.72109837768646745,0.87311335667681678,0.96274903243087662,0.24165065474440917,null,null,null,14]
[123,6.0243000000000002,15,0.82832968031559295,0.78012998997153415,0.8399883712554107,0.93214157340020409,null,123,6.0243000000000002,15,0.82832968031559295,0.78012998997153415,0.8399883712554107,0.93214157340020409,0.15201158342866994,null,null,null,15]
[110,4.6300000000000008,16,0.79362829562835235,0.68678217674153308,0.80368028840361294,0.91278668744632097,null,110,4.6300000000000008,16,0.79362829562835235,0.68678217674153308,0.80368028840361294,0.91278668744632097,0.22600451070478789,null,null,null,16]
[89,3.0022999999999995,17,0.77129593785885608,0.64360398599683744,0.77002211521455044,0.86162804372263135,null,89,3.0022999999999995,17,0.77129593785885608,0.64360398599683744,0.77002211521455044,0.86162804372263135,0.21802405772579392,null,null,null,17]
[64,1.9799999999999995,18,0.79345581046107228,0.581852837452701,0.7129175010192601,0.85235027642462047,null,64,1.9799999999999995,18,0.79345581046107228,0.581852837452701,0.7129175010192601,0.85235027642462047,0.27049743897191947,null,null,null,18]
[52,1.6451999999999996,19,0.71384502167991182,0.66299217719443859,0.79228656777968698,0.89152783001370439,null,52,1.6451999999999996,19,0.71384502167991182,0.66299217719443859,0.79228656777968698,0.89152783001370439,0.2285356528192658,null,null,null,19]
[18,0.71510000000000018,20,0.63305358309868798,0.51734766355914996,0.75056736385860212,0.82433761741893352,null,18,0.71510000000000018,20,0.63305358309868798,0.51734766355914996,0.75056736385860212,0.82433761741893352,0.30698995385978356,null,null,null,20]
[16,0.72000000000000008,21,0.76034435788476984,0.56099954666707885,0.71936477146761524,0.82831812596099097,null,16,0.72000000000000008,21,0.76034435788476984,0.56099954666707885,0.71936477146761524,0.82831812596099097,0.26731857929391212,null,null,null,21]
[4,0.1396,22,0.80194479085914305,0.7890356243294866,0.80918282167958777,0.88335359438236161,null,4,0.1396,22,0.80194479085914305,0.7890356243294866,0.80918282167958777,0.88335359438236161,9.4317970052875011E-2,null,null,null,22]
[]
["Years with fewer than 10 projects are excluded from the graph."]

{"sheet":"Wind Turbine Prices","index":45,"n_rows":147,"n_cols":9,"rows_kept":147,"cut":false,"hidden":false,"merged":[[23,3,23,4],[23,5,23,6],[23,7,23,8],[24,3,24,4],[24,5,24,6],[24,7,24,8]]}
["Reported wind turbine transaction prices over time"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: Berkeley Lab, annual financial reports, forecast providers"]
[]
[]
[null," U.S. turbine orders",null," Vestas global average",null," SGRE global average",null," Nordex global average"]
["Order Date","(2020 $/kW)",null,"(2020 $/kW)",null,"(2020 $/kW)",null,"(2020 $/kW)"]
["1997-02-01",1875.9888809905306,null,"2005-06-30",1391.5250998043946]
["1997-12-01",1461.2827321132211,null,"2006-06-30",1397.0301748136992]
["1998-01-01",1430.9494532185413,null,"2007-06-30",1650.5727756701051]
["1998-05-01",1207.7117926085793,null,"2008-06-30",1886.9992068654135]
["1998-05-01",1381.3696974281138,null,"2009-06-30",1736.0720502557788]
["1998-08-01",1130.0873751551028,null,"2010-06-30",1554.555315867429]
["1998-08-01",1130.087375155103,null,"2011-06-30",1592.1161316817986]
["1998-11-01",1402.592821210088,null,"2012-06-30",1485.3383426966291]
["1998-11-01",1255.3741090601741,null,"2013-06-30",1442.2457673662238]
["2000-07-01",693.1265716299315,null,"2014-06-30",1292.091425581596]
["2000-12-01",963.7652514057645,null,"2015-06-30",1104.9424173355862]
["2001-03-01",1118.881142775997,null,"2016-06-30",1077.2516016065047,"2016-06-30",1060.4204916909623,"2016-06-30",1123.0048239841988]
["2001-04-01",715.68808540423993,null,"2017-06-30",949.37624077171904,"2017-06-30",967.34558530863251,"2017-06-30",963.75697218448101]
["2002-02-01",933.85966051410708,null,"2018-06-30",907.84336388580732,"2018-06-30",894.48324273333117,"2018-06-30",931.35212372399906]
["2002-04-01",708.52626729925441,null,"2019-06-30",874.57944165099661,"2019-06-30",836.71839392682784,"2019-06-30",805.80284759685685]
["2002-05-01",847.56330715160766,null,"2020-06-30",840.0892805380023,"2020-06-30",777.10515946312034,"2020-06-30",799.50365460646549]
["2002-06-01",950.37473130473359]
["2002-08-01",848.40702982804748]
["2002-12-01",961.96462842940298]
["2003-05-01",1158.1385211415156]
["2003-06-01",1118.0665426083979]
["2003-07-01",1192.3717502832314]
["2004-12-01",1146.2604692939556]
["2004-08-01",1200.1020014532596]
["2005-03-01",1312.6100524245667]
["2005-05-01",1524.262077925739]
["2005-11-01",1498.544494018777]
["2006-01-01",1534.2333343353932]
["2006-05-01",1517.9785597662801]
["2006-06-01",1385.4849752908374]
["2006-07-01",1430.8177107752222]
["2006-07-01",1364.1261312630795]
["2006-09-01",1324.4959914630567]
["2006-09-01",1820.6200957085739]
["2007-03-01",1501.739987983708]
["2007-03-01",1583.1596258864395]
["2007-03-01",1339.7876363384057]
["2007-04-01",1371.1920658729325]
["2007-05-01",1192.2199236683625]
["2007-06-01",1634.9917516379701]
["2007-06-01",1817.1723673240413]
["2007-06-01",1536.6463831183928]
["2007-06-01",1362.0053021163658]
["2007-07-01",1799.9161302406665]
["2007-08-01",2314.1041848167515]
["2007-09-01",1611.7913887077034]
["2007-09-01",1631.3282540253724]
["2007-10-01",1707.215330516304]
["2007-10-01",1778.6066452919181]
["2007-11-01",1789.7155630388916]
["2007-12-01",1585.9790882062607]
["2008-01-01",2006.0564263828869]
["2008-01-01",1521.5840612734273]
["2008-02-01",1703.7825777030448]
["2008-03-01",1618.1472070994887]
["2008-04-01",2137.9676992985969]
["2008-04-01",2422.9004854051186]
["2008-06-01",1974.6849976286539]
["2008-08-01",1844.0382249484639]
["2008-10-01",1756.8563804361288]
["2008-11-01",1783.1831711906057]
["2008-11-01",1326.0517196982917]
["2008-12-01",2021.0118554760145]
["2009-02-01",1436.0829004392667]
["2009-03-01",1666.8519817651959]
["2009-04-09",1283.4607222946686]
["2009-05-01",1558.0202768383608]
["2009-06-01",1711.5090615905988]
["2009-07-01",1887.1832912200355]
["2009-07-01",1961.748828432432]
["2009-08-01",1596.2863430416548]
["2009-09-01",1956.8781518394774]
["2009-10-01",1854.1568243017891]
["2009-12-01",1906.6288077885843]
["2010-01-01",2324.256319602981]
["2010-01-01",1783.2056344259399]
["2010-03-01",1782.5188150555273]
["2010-06-01",1406.5126819912919]
["2010-07-01",1773.5759385468282]
["2010-07-01",1654.9845922081743]
["2010-07-01",1812.9887371812022]
["2010-08-01",1583.6390371608049]
["2010-10-01",1454.997357961968]
["2010-10-01",1390.8062980518812]
["2011-02-01",1430.6399733002809]
["2011-02-01",1742.2852306420084]
["2011-03-01",1364.8972311380626]
["2011-05-31",1305.8232210852748]
["2011-05-01",1934.5529201263334]
["2011-06-01",1389.9054005516593]
["2011-08-01",1922.1666620459125]
["2011-09-01",1921.1929496653133]
["2011-09-01",1488.9245359906179]
["2011-10-01",1543.0333156752165]
["2011-10-01",1123.3282538115577]
["2011-11-01",1546.854602161525]
["2011-12-01",1182.5664125835958]
["2012-01-01",1718.0357224063964]
["2012-01-01",1148.31955544723]
["2012-02-01",1294.2546925693307]
["2012-02-01",1101.3951712866258]
["2012-10-01",1312.8075688089411]
["2013-01-17",1314.5625032572862]
["2013-01-01",1453.5207964031604]
["2013-05-01",1394.1867904290909]
["2013-05-01",1232.6339293652152]
["2013-07-01",1273.7794880724371]
["2013-11-01",1478.2741675594161]
["2013-12-01",1022.1673485915237]
["2013-12-01",1397.0810843035676]
["2013-12-01",1656.3692189361243]
["2013-12-01",1146.4742555952375]
["2014-01-01",1022.6279254496045]
["2014-03-01",959.03789205841122]
["2014-04-01",1099.3068849430022]
["2014-05-01",1350.7775102099104]
["2014-06-01",1048.3607125940971]
["2014-07-01",1223.5897283962638]
["2014-12-01",1272.0111164648411]
["2015-01-01",1297.6510544864232]
["2015-09-01",1399.2136029506696]
["2016-07-01",945.34239303123741]

{"sheet":"CapEx Over Time","index":46,"n_rows":68,"n_cols":12,"rows_kept":68,"cut":false,"hidden":false,"merged":[]}
["Installed wind power project costs over time"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Note: Size of bubble reflects project capacity. ",null,null,null,null,null,null,null,null,null,null,"Note: Size of bubble reflects project capacity. "]
["Sources: Berkeley Lab, EIA (some data points suppressed to protect confidentiality)",null,null,null,null,null,null,null,null,null,null,"Sources: Berkeley Lab, EIA (some data points suppressed to protect confidentiality)"]
[]
[]
[null,"Capacity-"]
["Commercial","Weighted"]
["Operation","Average"]
["Date","2020 $/kW"]
[1982]
[1983,4608.5129839237688]
[1984]
[1985,3528.7958022516946,1985]
[1986]
[1987]
[1988]
[1989]
[1990,3289.6782678607974,1990]
[1991]
[1992]
[1993]
[1994,2095.3114910698414]
[1995,null,1995]
[1996]
[1997]
[1998,1579.0729859915637]
[1999,1855.3730803259009]
[2000,1869.015730889397,2000]
[2001,1468.5434968008456]
[2002,1716.4449945689173]
[2003,1560.4477170972589]
[2004,1438.3097352335346]
[2005,1689.2402084319397,2005]
[2006,1886.3728099873565]
[2007,2075.7936883473453]
[2008,2320.7636258004795]
[2009,2537.7122725012996]
[2010,2535.1696512660014,2010]
[2011,2429.7088354243133]
[2012,2193.1636712394452]
[2013,2063.4341745203119]
[2014,1904.3368058188591]
[2015,1734.7917209762973,2015]
[2016,1773.7599687301235]
[2017,1693.0653533147049]
[2018,1490.6616633408919]
[2019,1429.6149579916305]
[2020,1462.3300837796864,2020]

{"sheet":"CapEx Trend by Region","index":47,"n_rows":58,"n_cols":12,"rows_kept":58,"cut":false,"hidden":false,"merged":[]}
["Installed wind power project costs by region, over time"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Note: NYISO data are not available over this period. For other regions, data for specific years are missing. ",null,null,null,null,null,null,null,null,null,null,"Sources: Berkeley Lab, EIA"]
["Sources: Berkeley Lab, EIA"]
[]
[null,"National","ERCOT","West (non-ISO)","SPP","PJM","MISO","ISO-NE","CAISO","NYISO"]
[null,"Capacity-","Capacity-","Capacity-","Capacity-","Capacity-","Capacity-","Capacity-","Capacity-","Capacity-"]
["Commercial","Weighted","Weighted","Weighted","Weighted","Weighted","Weighted","Weighted","Weighted","Weighted"]
["Operation","Average","Average","Average","Average","Average","Average","Average","Average","Average"]
["Date","2020 $/kW","2020 $/kW","2020 $/kW","2020 $/kW","2020 $/kW","2020 $/kW","2020 $/kW","2020 $/kW","2020 $/kW"]
[2010,2535.1696512660014,2435.2056807582326,2490.8977457528804,2595.9236892240219,2390.6270264599166,2565.3836230476936,2828.4388572849166,2893.146246739956,{"$error":"#N/A"}]
[2011,2429.7088354243133,{"$error":"#N/A"},2297.9029743260526,2428.781811952832,2698.8122608930339,2378.397746612543,2947.2861304941512,2585.3929550763501,{"$error":"#N/A"}]
[2012,2193.1636712394452,2066.6796765060622,2335.2698737228634,1974.9646150936737,2191.0984560392894,2054.8747431197585,2625.8852328509311,2441.7164330496448,2240.4926928336245]
[2013,2063.4341745203119,{"$error":"#N/A"},{"$error":"#N/A"},1753.9520069859643,{"$error":"#N/A"},1973.1899971126786,{"$error":"#N/A"},2496.219927102582,{"$error":"#N/A"}]
[2014,1904.3368058188591,1696.7141706347716,1960.8392372010139,1989.9482991476341,2138.5999599466568,1947.4456635961544,{"$error":"#N/A"},2446.1329402139636,{"$error":"#N/A"}]
[2015,1734.7917209762973,1651.0267442020267,{"$error":"#N/A"},1665.224743137562,2158.1726551159686,1870.602751313246,2165.7740028780522,{"$error":"#N/A"},{"$error":"#N/A"}]
[2016,1773.7599687301235,1709.3501506991618,1718.458766737707,1711.2269718844791,1932.3000541419576,1750.0206699272094,2766.6992138699484,{"$error":"#N/A"},{"$error":"#N/A"}]
[2017,1693.0653533147049,1491.9165114937452,1798.525301419533,1689.1967284645125,1888.4049286230861,1775.9641481958438,2247.2235914833727,2065.7708092001035,{"$error":"#N/A"}]
[2018,1490.6616633408919,1282.5508552454028,1434.4702158069558,1368.474262747322,1834.708908577607,1613.3859034534971,{"$error":"#N/A"},1813.0080921416366,{"$error":"#N/A"}]
[2019,1429.6149579916305,1306.9487185734995,1449.3270189969021,1430.9800443218794,1537.1324604814099,1506.4443869014372,2461.2297772012648,{"$error":"#N/A"},{"$error":"#N/A"}]
[2020,1462.3300837796864,1282.7887621609741,1378.0568833266277,1470.8728329618336,1419.4729632599599,1632.7986815860595,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"}]
[]
[]
[null,"National","ERCOT","West (non-ISO)","SPP","PJM","MISO","ISO-NE","CAISO","NYISO"]
["Commercial","Sample","Sample","Sample","Sample","Sample","Sample","Sample","Sample","Sample"]
["Operation","Capacity","Capacity","Capacity","Capacity","Capacity","Capacity","Capacity","Capacity","Capacity"]
["Date","(MW)","(MW)","(MW)","(MW)","(MW)","(MW)","(MW)","(MW)","(MW)"]
[2010,5140.7700000000004,653.87,1263.8,826.8,975.90000000000009,885.19999999999993,95.700000000000017,439.5,{"$error":"#N/A"}]
[2011,6375.45,{"$error":"#N/A"},1937.9000000000003,1018.1,567,1466.45,193.5,915.7,{"$error":"#N/A"}]
[2012,9556.0400000000027,505.2,1884.45,1867.8500000000001,1354.3300000000002,2000.2299999999998,314.05,1341.98,287.95000000000005]
[2013,858.46999999999991,{"$error":"#N/A"},{"$error":"#N/A"},328.55,{"$error":"#N/A"},221.35,{"$error":"#N/A"},269.11,{"$error":"#N/A"}]
[2014,5101.4280000000026,1688.4900000000002,547.12000000000012,1241.1999999999998,240.85,1132.4080000000001,{"$error":"#N/A"},106.39999999999998,{"$error":"#N/A"}]
[2015,8172.2500000000027,3445.49,{"$error":"#N/A"},2534.86,362.1,1078.1499999999999,166.85,{"$error":"#N/A"},{"$error":"#N/A"}]
[2016,8172.6219999999976,2610.94,348.54999999999995,3117.2349999999997,428.7,1278.797,310.70000000000005,{"$error":"#N/A"},{"$error":"#N/A"}]
[2017,6808.4000000000015,1796.9750000000004,747.5,2334.085,806.25,1018.0899999999999,54.3,49.7,{"$error":"#N/A"}]
[2018,7475.5699999999988,2056.56,785.70999999999992,1966.9749999999999,509.5,1646.075,{"$error":"#N/A"},329.85,{"$error":"#N/A"}]
[2019,8616.77,3152.97,577.45000000000005,1212.9699999999998,493.95,3008.23,38.4,{"$error":"#N/A"},{"$error":"#N/A"}]
[2020,12173.184999999999,2209.37,2780.875,2557.1499999999996,533.55999999999995,3541.1300000000006,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"}]

{"sheet":"2020 CapEx by Region","index":48,"n_rows":91,"n_cols":7,"rows_kept":91,"cut":false,"hidden":false,"merged":[]}
["Installed wind power project costs by region, in 2020"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Notes: Size of bubble reflects project capacity. Other regions lack adequate data for inclusion. "]
["Sources: Berkeley Lab"]
[]
[null,2020]
[null,"Capacity-"]
[null,"Weighted"]
[null,"Average",null,"Region",null,"Project","Region"]
["Region","2020 $/kW",null,"Name","2020 $/kW","MW","Code"]
["ERCOT",1282.7887621609741,null,"ERCOT",1441.1715538365161,491.6,1]
["West (non-ISO)",1378.0568833266277,null,"ERCOT",1113.3256135037634,300,1]
["PJM",1419.4729632599599,null,"ERCOT",1396.4508032191131,242.8,1]
["SPP",1470.8728329618336,null,"ERCOT",1136.3636363636365,220,1]
["MISO",1632.7986815860595,null,"ERCOT",1150.1297660162845,200,1]
[null,null,null,"ERCOT",1492.2228854323935,179.88,1]
[null,null,null,"ERCOT",1371.3907715161083,162.15,1]
[null,null,null,"ERCOT",944.48879628063673,160.74,1]
[null,null,null,"ERCOT",1171.4284653869563,151.19999999999999,1]
[null,null,null,"ERCOT",1440,50.6,1]
[null,null,null,"ERCOT",1587.3015873015875,50.4,1]
[null,null,null,"West (non-ISO)",1514.9090374941327,496.4,2]
[null,null,null,"West (non-ISO)",1517.9682,299.54000000000002,2]
[null,null,null,"West (non-ISO)",1058.2300332426689,299.36,2]
[null,null,null,"West (non-ISO)",1286.2030609804704,250.9,2]
[null,null,null,"West (non-ISO)",1762.3638311202731,247.39500000000001,2]
[null,null,null,"West (non-ISO)",1133.56789738565,226.56,2]
[null,null,null,"West (non-ISO)",1243.6380674512907,202.22,2]
[null,null,null,"West (non-ISO)",1215.1804075528137,199.4,2]
[null,null,null,"West (non-ISO)",1534.356237491661,149.9,2]
[null,null,null,"West (non-ISO)",1487.0976097438624,136.80000000000001,2]
[null,null,null,"West (non-ISO)",1215.1804075528137,133.28,2]
[null,null,null,"West (non-ISO)",1564.4555694618271,79.900000000000006,2]
[null,null,null,"West (non-ISO)",1334.0087808172914,59.22,2]
[null,null,null,"PJM",1652.8054576115283,260.92,3]
[null,null,null,"PJM",1188.6720210231488,146.63999999999999,3]
[null,null,null,"PJM",1204.8978501122981,126,3]
[null,null,null,"SPP",1742.3541979435681,522.79999999999995,4]
[null,null,null,"SPP",1448.6221993304146,310.64,4]
[null,null,null,"SPP",1210.1803835324795,250.9,4]
[null,null,null,"SPP",1213.3721956054151,250.24,4]
[null,null,null,"SPP",1387.8020112927798,216.6,4]
[null,null,null,"SPP",1413.1965399316032,198.84,4]
[null,null,null,"SPP",1199.3545310160039,195.84,4]
[null,null,null,"SPP",1552.4736079486647,193.24,4]
[null,null,null,"SPP",1166.6666666666665,162.25,4]
[null,null,null,"SPP",1856.0910307898259,149.4,4]
[null,null,null,"SPP",1973.6842105263158,106.4,4]
[null,null,null,"MISO",1537.5,400,5]
[null,null,null,"MISO",1485.8400262789357,250.4,5]
[null,null,null,"MISO",1410.8910891089108,202,5]
[null,null,null,"MISO",1751.2093958064197,201.26,5]
[null,null,null,"MISO",1678.8999152542374,200.6,5]
[null,null,null,"MISO",1743.6478950000001,200,5]
[null,null,null,"MISO",1681.9904464017616,199.82,5]
[null,null,null,"MISO",1572.7006653465344,168.8,5]
[null,null,null,"MISO",1630.8478291814947,168.6,5]
[null,null,null,"MISO",1569.6867739816034,152.19999999999999,5]
[null,null,null,"MISO",1655.1597519402335,150,5]
[null,null,null,"MISO",1693.4400066666667,150,5]
[null,null,null,"MISO",1725.8694841641052,149.66,5]
[null,null,null,"MISO",1498.0168201350523,131.30000000000001,5]
[null,null,null,"MISO",1882.4593950504127,130.91999999999999,5]
[null,null,null,"MISO",1498.0168201350521,122.8,5]
[null,null,null,"MISO",1856.5808930795233,112.42,5]
[null,null,null,"MISO",1738.2352941176471,102,5]
[null,null,null,"MISO",1654.4988058823528,90,5]
[null,null,null,"MISO",1572.7006653465346,83.7,5]
[null,null,null,"MISO",2020.763271221532,72.45,5]
[null,null,null,"MISO",1607.7146262886602,60.4,5]
[null,null,null,"MISO",1358.695652173913,36.799999999999997,5]
[null,null,null,"MISO",1750,5,5]

{"sheet":"CapEx by Project Capacity","index":49,"n_rows":140,"n_cols":7,"rows_kept":140,"cut":false,"hidden":false,"merged":[]}
["Installed wind power project costs by project size: 2019 and 2020 projects"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: Berkeley Lab"]
[]
[null,"2019-2020","2019-2020","2019-2020"]
["Project","Sample","Sample","Average Cost",null,"Individual Projects:"]
["Size Bin","Projects","MW","2020 $/kW",null,"2020 $/kW","Bin"]
["≤5 MW",5,20.8,2394.6201992166871,null,1750,1]
["5-20 MW","none",0,{"$error":"#N/A"},null,2060.3648364401247,1]
["20-50 MW",4,144.63999999999999,1556.2834317044435,null,2591.8924361806985,1]
["50-100 MW",14,1007.2700000000001,1670.7234031501735,null,2754.1413305178658,1]
["100-200 MW",45,6953.73,1501.2669254216303,null,3036.3425822829909,1]
[">200 MW",46,12663.515000000001,1399.5083171757997,null,1309.9208974845267,3]
[null,null,null,null,null,1358.695652173913,3]
["Total",{"$f":"SUM(B27:B32)","v":114},{"$f":"SUM(C27:C32)","v":20789.955000000002},null,null,1447.4170118321233,3]
[null,null,null,null,null,2340.5140738431387,3]
[null,null,null,null,null,1251.0515231142765,4]
[null,null,null,null,null,1334.0087808172914,4]
[null,null,null,null,null,1440,4]
[null,null,null,null,null,1564.4555694618271,4]
[null,null,null,null,null,1572.7006653465346,4]
[null,null,null,null,null,1587.3015873015875,4]
[null,null,null,null,null,1607.7146262886602,4]
[null,null,null,null,null,1622.136887963949,4]
[null,null,null,null,null,1654.4988058823528,4]
[null,null,null,null,null,1705.9747027123324,4]
[null,null,null,null,null,1810.2295586907012,4]
[null,null,null,null,null,1880.2121392266217,4]
[null,null,null,null,null,2020.763271221532,4]
[null,null,null,null,null,2056.2926119685089,4]
[null,null,null,null,null,944.48879628063673,5]
[null,null,null,null,null,1150.1297660162845,5]
[null,null,null,null,null,1166.6666666666665,5]
[null,null,null,null,null,1171.4284653869563,5]
[null,null,null,null,null,1188.6720210231488,5]
[null,null,null,null,null,1199.3545310160039,5]
[null,null,null,null,null,1204.8978501122981,5]
[null,null,null,null,null,1215.1804075528137,5]
[null,null,null,null,null,1215.1804075528137,5]
[null,null,null,null,null,1237.9464768582354,5]
[null,null,null,null,null,1371.3907715161083,5]
[null,null,null,null,null,1403.7557544055562,5]
[null,null,null,null,null,1413.1965399316032,5]
[null,null,null,null,null,1421.9219023051237,5]
[null,null,null,null,null,1468.4131211318711,5]
[null,null,null,null,null,1487.0976097438624,5]
[null,null,null,null,null,1492.2228854323935,5]
[null,null,null,null,null,1498.0168201350521,5]
[null,null,null,null,null,1498.0168201350523,5]
[null,null,null,null,null,1519.6894624326369,5]
[null,null,null,null,null,1523.9212069820887,5]
[null,null,null,null,null,1528.0404222103714,5]
[null,null,null,null,null,1534.356237491661,5]
[null,null,null,null,null,1552.4736079486647,5]
[null,null,null,null,null,1559.6969074397409,5]
[null,null,null,null,null,1563.7591151041697,5]
[null,null,null,null,null,1569.6867739816034,5]
[null,null,null,null,null,1572.7006653465344,5]
[null,null,null,null,null,1610.3414919436343,5]
[null,null,null,null,null,1630.8478291814947,5]
[null,null,null,null,null,1637.70492658785,5]
[null,null,null,null,null,1655.1597519402335,5]
[null,null,null,null,null,1669.1538433339781,5]
[null,null,null,null,null,1675.0163040384039,5]
[null,null,null,null,null,1681.9904464017616,5]
[null,null,null,null,null,1693.4400066666667,5]
[null,null,null,null,null,1725.8694841641052,5]
[null,null,null,null,null,1738.2352941176471,5]
[null,null,null,null,null,1743.6478950000001,5]
[null,null,null,null,null,1765.4842611330594,5]
[null,null,null,null,null,1792.9243960509014,5]
[null,null,null,null,null,1856.0910307898259,5]
[null,null,null,null,null,1856.5808930795233,5]
[null,null,null,null,null,1882.4593950504127,5]
[null,null,null,null,null,1973.6842105263158,5]
[null,null,null,null,null,1058.2300332426689,6]
[null,null,null,null,null,1089.7783036312783,6]
[null,null,null,null,null,1113.3256135037634,6]
[null,null,null,null,null,1133.56789738565,6]
[null,null,null,null,null,1136.3636363636365,6]
[null,null,null,null,null,1147.1288505603995,6]
[null,null,null,null,null,1153.233564485294,6]
[null,null,null,null,null,1184.6932953550108,6]
[null,null,null,null,null,1198.4486126987474,6]
[null,null,null,null,null,1210.1803835324795,6]
[null,null,null,null,null,1213.3721956054151,6]
[null,null,null,null,null,1239.7859083418698,6]
[null,null,null,null,null,1243.6380674512907,6]
[null,null,null,null,null,1257.9184110326942,6]
[null,null,null,null,null,1260.3305785123966,6]
[null,null,null,null,null,1285.010742417745,6]
[null,null,null,null,null,1286.2030609804704,6]
[null,null,null,null,null,1312.2699239273925,6]
[null,null,null,null,null,1327.4861655458067,6]
[null,null,null,null,null,1349.4855921257738,6]
[null,null,null,null,null,1349.6805459824157,6]
[null,null,null,null,null,1350.0536056566982,6]
[null,null,null,null,null,1383.287025374882,6]
[null,null,null,null,null,1387.8020112927798,6]
[null,null,null,null,null,1396.4508032191131,6]
[null,null,null,null,null,1410.8910891089108,6]
[null,null,null,null,null,1435.1221870613101,6]
[null,null,null,null,null,1441.1715538365161,6]
[null,null,null,null,null,1448.6221993304146,6]
[null,null,null,null,null,1454.29414731727,6]
[null,null,null,null,null,1469.3098145150368,6]
[null,null,null,null,null,1485.8400262789357,6]
[null,null,null,null,null,1493.5246166003294,6]
[null,null,null,null,null,1514.9090374941327,6]
[null,null,null,null,null,1517.9682,6]
[null,null,null,null,null,1518.1712911414954,6]
[null,null,null,null,null,1537.5,6]
[null,null,null,null,null,1577.8638331063485,6]
[null,null,null,null,null,1606.7653276955602,6]
[null,null,null,null,null,1607.0398545253879,6]
[null,null,null,null,null,1652.8054576115283,6]
[null,null,null,null,null,1678.8999152542374,6]
[null,null,null,null,null,1681.4119952745734,6]
[null,null,null,null,null,1742.3541979435681,6]
[null,null,null,null,null,1751.2093958064197,6]
[null,null,null,null,null,1762.3638311202731,6]

{"sheet":"O&M Over Time","index":50,"n_rows":190,"n_cols":3,"rows_kept":190,"cut":false,"hidden":false,"merged":[]}
["Average O&M costs for available data years from 2000 to 2020, by COD"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: Berkeley Lab; some data points suppressed to protect confidentiality "]
[]
[null,"Average","Average"]
[null,"$/kW-yr","$/kW-yr"]
["Commercial","(projects ","(projects "]
["Operation","with 2020","with no 2020"]
["Date","O&M data)","O&M data)"]
[2019,5.0751647058823526,""]
[2019,7.2656956187548039,""]
[2018,11.275127553433006,""]
[2012,14.727291250052806,""]
[2012,14.732655281666249,""]
[2009,15.649769034792245,""]
[2009,15.80000987409942,""]
[2019,16.12440793552387,""]
[2019,17.265205882352941,""]
[2010,17.624313364191398,""]
[2019,17.897618809404701,""]
[2018,18.143833706372732,""]
[2007,19.079015851787663,""]
[2018,19.244134354045322,""]
[2008,19.645873540005905,""]
[2009,19.939347507288428,""]
[2008,20.190830803962069,""]
[2012,20.192217557601289,""]
[2019,20.265810223855663,""]
[2008,20.291399460313752,""]
[2008,20.332412091221467,""]
[2012,20.472084630542401,""]
[2019,20.891322937625755,""]
[2010,21.300745494267161,""]
[2007,21.411369809417131,""]
[2010,21.42274596110326,""]
[2011,21.984998577837189,""]
[2016,22.118082782503961,""]
[2008,22.700747680943778,""]
[2007,23.233324747595855,""]
[2008,23.414059995961164,""]
[2016,23.662356298209311,""]
[2019,23.685238386308068,""]
[2015,24.036802295497665,""]
[2018,24.111445417488625,""]
[2012,24.362170208862818,""]
[2008,24.435960452137412,""]
[2017,25.269082889760679,""]
[2016,25.472268018519532,""]
[2008,25.519507049558502,""]
[2019,25.549215481171551,""]
[2016,25.725921632576561,""]
[2019,25.898040359267469,""]
[2018,25.934211985691547,""]
[2006,26.042584144412867,""]
[2014,26.180369915534826,""]
[2015,26.607527154469516,""]
[2015,27.015537805643447,""]
[2014,27.149102146072181,""]
[2014,27.583929269167985,""]
[2007,27.637925490736372,""]
[2017,27.774188742778247,""]
[2008,27.789540579844786,""]
[2011,27.926347334565254,""]
[2018,27.956066674152879,""]
[2012,28.107810132140905,""]
[2009,28.803869969353343,""]
[2009,28.891763366981039,""]
[2009,29.010506048830493,""]
[2016,29.368905694277682,""]
[2008,30.87147787834218,""]
[2006,30.917831154656309,""]
[2008,31.151961995480516,""]
[2009,31.61239327076224,""]
[2012,31.913931723103456,""]
[2015,32.648889839446142,""]
[2010,33.239671196082789,""]
[2014,33.401799517794728,""]
[2011,35.80827667370211,""]
[2012,37.808932499710046,""]
[2014,38.289713813044777,""]
[2012,38.99116289244607,""]
[2014,41.222985180471362,""]
[2008,43.243455153119349,""]
[2006,43.932840751683344,""]
[2001,46.46682653696125,""]
[2006,"",26.644415588609952]
[2009,"",50.143645836265662]
[1999,"",58.004399228747857]
[2007,"",31.945895455473995]
[1999,"",68.058210320728918]
[2010,"",43.691208633861805]
[2009,"",39.99797871156386]
[2008,"",22.967579090734567]
[2017,"",35.276438546089068]
[1984,"",154.16713610262516]
[1984,"",85.474145724203098]
[1984,"",84.667238610741038]
[1984,"",69.043090032218984]
[1985,"",60.55159878709474]
[1985,"",57.833649039790572]
[1985,"",89.234151055984455]
[1985,"",116.82676052767897]
[1985,"",102.92590873182372]
[1985,"",110.25385879721931]
[1987,"",69.548324860225947]
[1987,"",78.918953782927318]
[1987,"",86.374699731688338]
[1987,"",91.346713861465787]
[1987,"",96.850919838453819]
[1987,"",53.20529374229988]
[1989,"",51.911722621042308]
[1989,"",50.630988328791027]
[1989,"",52.136191687803041]
[1990,"",63.70505083474427]
[1990,"",65.220462068350926]
[1990,"",62.733146223553938]
[1990,"",115.82361979551344]
[1990,"",64.825082114820049]
[1994,"",37.34995103841937]
[1994,"",65.338299596612913]
[1994,"",54.034817045085184]
[1994,"",111.20654661314103]
[1994,"",76.378662238329227]
[1998,"",57.276706000193727]
[1998,"",36.019037793630218]
[1998,"",58.366221208908563]
[1998,"",36.863304284329395]
[1999,"",44.383320052502725]
[1999,"",138.75471683404092]
[1999,"",68.251969013678107]
[1999,"",42.564273194795298]
[1999,"",123.93420580645738]
[1999,"",27.811958151644621]
[1999,"",20.418781850344061]
[1999,"",97.468725291329406]
[1999,"",39.793604443018587]
[1999,"",27.820225097414323]
[1999,"",45.797503240095203]
[1999,"",35.622647988498777]
[1999,"",73.632835735151346]
[1999,"",72.801752156502687]
[1999,"",62.633749261889477]
[1999,"",14.380497254172019]
[1999,"",34.07306670814701]
[2000,"",52.103638261332698]
[2000,"",34.127792197676278]
[2000,"",36.68401616310063]
[2000,"",29.813696429232987]
[2000,"",27.701086589765257]
[2000,"",20.075503915997569]
[2001,"",7.9162601260348637]
[2001,"",4.6654516418959018]
[2001,"",16.07674980964909]
[2001,"",26.157563020602637]
[2001,"",39.236344842913333]
[2001,"",25.515215363419735]
[2001,"",61.201980542460433]
[2001,"",38.565784046780763]
[2001,"",29.887123363494311]
[2002,"",7.7724461056343745]
[2002,"",7.126433753234954]
[2002,"",36.379147007118306]
[2002,"",40.499620249927538]
[2002,"",35.721412252469236]
[2002,"",18.091971128020639]
[2002,"",30.927393430962844]
[2002,"",22.461753879749132]
[2002,"",36.992302536108333]
[2004,"",55.424263154607146]
[2006,"",124.61970111504269]
[2007,"",95.307388692338577]

{"sheet":"O&M by Project Age","index":51,"n_rows":39,"n_cols":21,"rows_kept":39,"cut":false,"hidden":false,"merged":[[25,0,26,0],[25,1,25,20],[34,0,35,0],[34,1,34,20]]}
["Median annual O&M costs by project age and commercial operation date"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: Berkeley Lab; medians shown only for groups of two or more projects, and only projects >5 MW are included."]
[]
[]
["2020 $/kW-year"]
["Commercial Operation Date","Years Since Commercial Operation Date"]
[null,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20]
["1998−2005",30.927393430962844,32.24560211400528,32.746863229436428,42.586000481538626,51.003295887952433,53.402995836152868,31.576090196318148,43.332611214632117,49.033288489100123,56.497941529492444,75.744126705339326,70.531133871309919,59.175034824261274,36.241618487899594,54.402085809788701,44.605669909185636,45.978529040362858,44.403667965877297,30.571820284261165,41.060832728480335]
["2006−2011",24.778165764851448,26.355196124740125,27.249738890991807,26.51556340645492,25.929886099373611,25.61408310964584,24.157331424168795,23.795350018867424,21.273770607666314,19.082088965580912,19.062313031296192,20.895829168061148,20.443943389166435,24.281943545673389,"n/a","n/a","n/a","n/a","n/a","n/a"]
["2012−2019",23.220819169951042,26.700883122083699,25.676253477512219,26.564923122093489,27.24110708460924,29.94426199551496,30.752564490993937,30.089456740442657,"n/a","n/a","n/a","n/a","n/a","n/a","n/a","n/a","n/a","n/a","n/a","n/a"]
["n/a = insufficient data"]
[]
[]
["Sample Size"]
["Commercial Operation Date","Years Since Commercial Operation Date"]
[null,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20]
["1998−2005",19,31,24,21,9,6,4,6,5,7,6,7,7,7,7,6,3,3,4,2]
["2006−2011",38,40,38,38,38,38,38,38,38,34,28,22,10,4,0,0,0,0,0,0]
["2012−2019",43,33,26,24,19,15,9,9,0,0,0,0,0,0,0,0,0,0,0,0]

{"sheet":"Wind PPAs by Project","index":52,"n_rows":531,"n_cols":31,"rows_kept":531,"cut":false,"hidden":false,"merged":[]}
["Levelized wind PPA prices by PPA execution date and region (full sample)",null,null,null,null,null,null,null,null,null,"Levelized wind PPA prices by PPA execution date and region (recent sample)",null,null,null,null,null,null,null,null,"Levelized wind PPA prices by PPA execution date and consolidated region (full sample)",null,null,null,null,null,null,null,null,null,null,"Levelized wind PPA prices by PPA execution date and consolidated region (recent sample)"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Note: Size of bubble reflects contract capacity.",null,null,null,null,null,null,null,null,null,"Note: Size of bubble reflects contract capacity.",null,null,null,null,null,null,null,null,"Note: Size of bubble reflects contract capacity.",null,null,null,null,null,null,null,null,null,null,"Note: Size of bubble reflects contract capacity."]
["Source: Berkeley Lab, FERC",null,null,null,null,null,null,null,null,null,"Source: Berkeley Lab, FERC",null,null,null,null,null,null,null,null,"Source: Berkeley Lab, FERC",null,null,null,null,null,null,null,null,null,null,"Source: Berkeley Lab, FERC"]
[]
["PPA Execution Date","Capacity (MW)","CAISO","West (non-ISO)","MISO","SPP","ERCOT","PJM","NYISO","ISO-NE","Southeast (non-ISO)",null,"West","Central","East","Note: West = CAISO, West (non-ISO); Central = MISO, SPP, ERCOT; East = PJM, NYISO, ISO-NE, Southeast (non-ISO)"]
["1996-09-06",107.25,{"$error":"#N/A"},{"$error":"#N/A"},36.073105063863473,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},36.073105063863473,{"$error":"#N/A"}]
["1996-11-27",25.08,{"$error":"#N/A"},67.369129585852164,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,67.369129585852164,{"$error":"#N/A"},{"$error":"#N/A"}]
["1997-03-11",108.75,{"$error":"#N/A"},{"$error":"#N/A"},52.404484060780732,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},52.404484060780732,{"$error":"#N/A"}]
["1997-05-14",9,{"$error":"#N/A"},{"$error":"#N/A"},54.356515396738061,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},54.356515396738061,{"$error":"#N/A"}]
["1997-07-16",70.5,{"$error":"#N/A"},{"$error":"#N/A"},62.630611670100542,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},62.630611670100542,{"$error":"#N/A"}]
["1998-02-27",41.25,{"$error":"#N/A"},{"$error":"#N/A"},51.788484069036613,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},51.788484069036613,{"$error":"#N/A"}]
["1998-04-09",103.5,{"$error":"#N/A"},{"$error":"#N/A"},37.086422464879767,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},37.086422464879767,{"$error":"#N/A"}]
["1998-09-21",1.98,{"$error":"#N/A"},{"$error":"#N/A"},44.90209683334831,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},44.90209683334831,{"$error":"#N/A"}]
["1999-08-31",74.900000000000006,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},35.078615512582445,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},35.078615512582445,{"$error":"#N/A"}]
["1999-11-12",10.4,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},193.78174334665624,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},{"$error":"#N/A"},193.78174334665624]
["2000-05-10",16.8,{"$error":"#N/A"},45.922463066155494,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,45.922463066155494,{"$error":"#N/A"},{"$error":"#N/A"}]
["2000-09-21",29.7,{"$error":"#N/A"},50.384416396010373,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,50.384416396010373,{"$error":"#N/A"},{"$error":"#N/A"}]
["2000-10-31",150,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},34.31325931990547,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},34.31325931990547,{"$error":"#N/A"}]
["2000-11-30",299.64,{"$error":"#N/A"},33.394912319299607,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,33.394912319299607,{"$error":"#N/A"},{"$error":"#N/A"}]
["2001-01-22",50,{"$error":"#N/A"},42.34610304662047,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,42.34610304662047,{"$error":"#N/A"},{"$error":"#N/A"}]
["2001-02-23",40.049999999999997,{"$error":"#N/A"},{"$error":"#N/A"},39.00478431815484,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},39.00478431815484,{"$error":"#N/A"}]
["2001-03-13",112.2,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},30.754234921101176,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},30.754234921101176,{"$error":"#N/A"}]
["2001-04-17",25.5,{"$error":"#N/A"},{"$error":"#N/A"},101.84422476952291,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},101.84422476952291,{"$error":"#N/A"}]
["2001-04-18",4.5,{"$error":"#N/A"},{"$error":"#N/A"},88.32497293464175,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},88.32497293464175,{"$error":"#N/A"}]
["2001-04-25",64.5,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},53.442283328341297,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},{"$error":"#N/A"},53.442283328341297]
["2001-11-01",160.5,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},30.244784089419557,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},30.244784089419557,{"$error":"#N/A"}]
["2001-11-07",49.8,{"$error":"#N/A"},77.769918097786373,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,77.769918097786373,{"$error":"#N/A"},{"$error":"#N/A"}]
["2001-11-09",40.049999999999997,{"$error":"#N/A"},{"$error":"#N/A"},50.149913547158604,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},50.149913547158604,{"$error":"#N/A"}]
["2001-12-20",9,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},51.266094084634673,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},{"$error":"#N/A"},51.266094084634673]
["2001-12-20",66,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},50.309623484230329,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},{"$error":"#N/A"},50.309623484230329]
["2001-12-21",80,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},30.86064071630673,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},30.86064071630673,{"$error":"#N/A"}]
["2001-12-31",51,{"$error":"#N/A"},{"$error":"#N/A"},35.232185769919802,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},35.232185769919802,{"$error":"#N/A"}]
["2002-03-30",15,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},51.266094084634673,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},{"$error":"#N/A"},51.266094084634673]
["2002-04-23",85.5,{"$error":"#N/A"},{"$error":"#N/A"},29.93757773116689,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},29.93757773116689,{"$error":"#N/A"}]
["2002-09-13",40.5,{"$error":"#N/A"},{"$error":"#N/A"},23.850766650686793,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},23.850766650686793,{"$error":"#N/A"}]
["2002-09-13",21,{"$error":"#N/A"},{"$error":"#N/A"},33.677635341550982,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},33.677635341550982,{"$error":"#N/A"}]
["2002-09-13",40.5,{"$error":"#N/A"},26.071363221543027,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,26.071363221543027,{"$error":"#N/A"},{"$error":"#N/A"}]
["2002-09-19",5.94,{"$error":"#N/A"},{"$error":"#N/A"},32.217363085092344,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},32.217363085092344,{"$error":"#N/A"}]
["2002-09-27",56.76,{"$error":"#N/A"},{"$error":"#N/A"},29.008035969332269,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},29.008035969332269,{"$error":"#N/A"}]
["2002-10-02",16.5,61.772177480982307,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,61.772177480982307,{"$error":"#N/A"},{"$error":"#N/A"}]
["2002-10-07",162,42.832584524848734,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,42.832584524848734,{"$error":"#N/A"},{"$error":"#N/A"}]
["2002-10-14",11.22,{"$error":"#N/A"},{"$error":"#N/A"},32.217363085092344,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},32.217363085092344,{"$error":"#N/A"}]
["2002-10-21",204,{"$error":"#N/A"},30.567169836766428,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,30.567169836766428,{"$error":"#N/A"},{"$error":"#N/A"}]
["2002-10-30",60,56.912234359519317,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,56.912234359519317,{"$error":"#N/A"},{"$error":"#N/A"}]
["2002-10-31",22.44,58.044803458929216,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,58.044803458929216,{"$error":"#N/A"},{"$error":"#N/A"}]
["2002-11-25",43.5,{"$error":"#N/A"},{"$error":"#N/A"},30.395488514653906,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},30.395488514653906,{"$error":"#N/A"}]
["2002-12-20",27,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},81.595805445083485,null,{"$error":"#N/A"},{"$error":"#N/A"},81.595805445083485]
["2003-01-10",24,{"$error":"#N/A"},42.903354377319914,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,42.903354377319914,{"$error":"#N/A"},{"$error":"#N/A"}]
["2003-01-21",74.25,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},27.543298880957643,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},27.543298880957643,{"$error":"#N/A"}]
["2003-03-27",51,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},20.654416812866248,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},20.654416812866248,{"$error":"#N/A"}]
["2003-04-01",162,{"$error":"#N/A"},44.098075652992208,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,44.098075652992208,{"$error":"#N/A"},{"$error":"#N/A"}]
["2003-04-21",30,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},45.515584451586761,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},{"$error":"#N/A"},45.515584451586761]
["2003-05-28",144,{"$error":"#N/A"},46.874289141935286,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,46.874289141935286,{"$error":"#N/A"},{"$error":"#N/A"}]
["2003-05-30",24,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},59.172082109335634,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},{"$error":"#N/A"},59.172082109335634]
["2003-06-06",51,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},29.328615373703695,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},29.328615373703695,{"$error":"#N/A"}]
["2003-11-13",10,{"$error":"#N/A"},{"$error":"#N/A"},36.25375336391577,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},36.25375336391577,{"$error":"#N/A"}]
["2004-01-06",9,{"$error":"#N/A"},63.976359652703728,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,63.976359652703728,{"$error":"#N/A"},{"$error":"#N/A"}]
["2004-04-07",3.3,{"$error":"#N/A"},{"$error":"#N/A"},31.631442484198544,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},31.631442484198544,{"$error":"#N/A"}]
["2004-05-27",91.5,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},32.326712134651018,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},32.326712134651018,{"$error":"#N/A"}]
["2004-05-30",100.5,{"$error":"#N/A"},{"$error":"#N/A"},28.272582618115038,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},28.272582618115038,{"$error":"#N/A"}]
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["2020-04-15",56.2,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},31.199212336773915,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},{"$error":"#N/A"},31.199212336773915]
["2020-04-16",50.1,39.363194706328031,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,39.363194706328031,{"$error":"#N/A"},{"$error":"#N/A"}]
["2020-05-27",172.54842630833929,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},15.202608678622438,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},15.202608678622438,{"$error":"#N/A"}]
["2020-05-27",26.321573691660728,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},12.061949999505819,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,{"$error":"#N/A"},12.061949999505819,{"$error":"#N/A"}]
["2020-06-04",331,{"$error":"#N/A"},33.852826142196683,{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},{"$error":"#N/A"},null,33.852826142196683,{"$error":"#N/A"},{"$error":"#N/A"}]

{"sheet":"Wind PPA Average","index":53,"n_rows":48,"n_cols":14,"rows_kept":48,"cut":false,"hidden":false,"merged":[[24,6,24,7],[24,8,24,9],[24,10,24,11],[24,12,24,13],[25,6,25,7],[25,8,25,9],[25,10,25,11],[25,12,25,13]]}
["Generation-weighted average levelized wind PPA prices by PPA execution date and region"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: Berkeley Lab, FERC"]
["Note: West = CAISO, West (non-ISO); Central = MISO, SPP, ERCOT; East = PJM, NYISO, ISO-NE, Southeast (non-ISO)"]
[]
["PPA","Nationwide","West","Central","East",null,"Nationwide",null,"West",null,"Central",null,"East"]
["Execution","Average PPA","Average PPA","Average PPA","Average PPA",null,"Sample",null,"Sample",null,"Sample",null,"Sample"]
["Year","2020 $/MWh","2020 $/MWh","2020 $/MWh","2020 $/MWh",null,"MW","Projects","MW","Projects","MW","Projects","MW","Projects"]
["1996-99",43.75908153773149,67.379523010815916,41.416563240885345,193.99170264009084,null,553,10,25.08,1,517.13,8,10.4,1]
["2000-01",39.887918546439067,40.122559594489751,40.73446322278366,52.314672674527593,null,1249,17,445.94,5,663.8,9,139.5,3]
["2002-03",37.144188665791106,40.346984738395506,27.554538085950849,56.865146420499094,null,1382,24,835.44,9,450.67,11,96,4]
["2004-05",42.62746453252695,55.823004354394662,38.755856131480407,46.103183184218373,null,2190,30,517.46,11,1615.5,18,56.7,1]
[2006,54.58001688725043,58.713281438973645,45.153052720953113,61.011857979706839,null,2436,31,1324.7500000000002,14,869.55000000000007,11,241.20000000000002,6]
[2007,56.374980666666161,78.006767569810691,49.524386809832286,67.670584919709341,null,1781,26,397.7,4,1109.2599999999998,19,274.43333333333334,3]
[2008,70.27575500423049,81.228058484498689,57.616601840563007,83.430247448475299,null,3489,40,1611.4,11,1148.4000000000001,18,729.4666666666667,11]
[2009,74.32525239641825,95.519757864144779,60.046616866548021,83.609510348140745,null,4048,49,1680,21,1858.4000000000003,21,510,7]
[2010,65.501337221657394,89.230733069640337,51.214524482552719,79.6306268096384,null,4865,51,2136.9,18,2290.6000000000004,23,437.34,10]
[2011,47.776246051538138,64.203138171250359,41.449767994861659,51.186315418024549,null,4634,43,1285.3999999999999,10,2842.31,28,506.15999999999997,5]
[2012,40.114226330171462,49.440472782966097,35.882552709928625,53.305920386750905,null,1092,13,141,2,763.3,7,188,4]
[2013,28.72294988216704,36.873224023201608,24.043296664194877,51.996960973235339,null,5412,37,1091.6999999999998,10,3702.2,22,617.59999999999991,5]
[2014,26.576140312277484,66.03446165204214,23.836074427519144,38.672553798707476,null,2155,18,72.95,2,1766.7,14,315,2]
[2015,31.153087190463268,46.231429590040911,24.907197562474725,46.060722032690776,null,3275,25,524,2,2182.41,18,568.29999999999995,5]
[2016,25.560012757022566,41.044421358526513,21.138894330363186,36.167312849994254,null,2498,22,516.65,5,1754.13,13,226.89999999999998,4]
[2017,18.357162372438204,28.597920852875433,16.291361432505681,24.023704844779626,null,3575,31,650.5,6,2616.2049999999999,23,308,2]
[2018,16.665449840085031,16.099994425029607,16.570650766679407,30.25273954157235,null,2519,16,1095.02,7,1276.02,6,147.60000000000002,3]
["2019-20",24.537605588763679,29.529549780986429,17.142461556093387,27.628984026904629,null,3312,23,1406.62,9,1359.4700000000003,9,546.1,5]
[]
[2019,23.772756380038665,28.482071935360718,17.618604695669237,26.889896601938155,null,2676,18,1025.52,7,1160.6000000000001,7,489.9,4]
[2020,29.279391199962902,34.839195625317565,14.784677750804269,31.107305636490725,null,636,5,381.1,2,198.87,2,56.2,1]

{"sheet":"Level10 Wind PPA Prices","index":54,"n_rows":34,"n_cols":15,"rows_kept":34,"cut":false,"hidden":false,"merged":[[23,1,23,12],[22,1,22,12],[24,1,24,12],[25,1,25,2],[25,3,25,6],[25,7,25,10],[25,11,25,12]]}
["Level10 Energy wind PPA price indices"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: Level10 Energy"]
[]
[null,"Level10 PPA Price Index"]
[null,"25th percentile"]
[null,"nominal",null,null,null,null,null,null,null,null,null,null,null,"Average","Average"]
[null,2018,null,2019,null,null,null,2020,null,null,null,2021,null,"previous","calendar "]
["Region","Q3","Q4","Q1","Q2","Q3","Q4","Q1","Q2","Q3","Q4","Q1","Q2","four quarters","year 2020"]
["ISO-NE","na","na","na","na","na","na","na","na","na","na","na","na","na","na"]
["CAISO",38,38,39.700000000000003,40,40,40,48.3,48,49.7,49,50.3,51.6,{"$f":"AVERAGE(J29:M29)","v":50.15},{"$f":"AVERAGE(H29:K29)","v":48.75}]
["PJM",30,31.5,32,31,28,28,29.1,35.299999999999997,35.6,35.5,35.5,34,{"$f":"AVERAGE(J30:M30)","v":35.15},{"$f":"AVERAGE(H30:K30)","v":33.875}]
["NYISO","na","na","na","na","na","na","na","na","na","na","na","na","na","na"]
["MISO",17.899999999999999,21.6,22.2,22.5,27,27,27.4,25.2,30,33,28.4,33.9,{"$f":"AVERAGE(J32:M32)","v":31.325000000000003},{"$f":"AVERAGE(H32:K32)","v":28.9}]
["ERCOT",15.5,15.8,14.8,16,15.5,16,16,17,17,20.9,20,20.9,{"$f":"AVERAGE(J33:M33)","v":19.7},{"$f":"AVERAGE(H33:K33)","v":17.725000000000001}]
["SPP",14.5,14.2,14,14,16.8,16.899999999999999,19,16.5,20.399999999999999,19.7,18.600000000000001,22.8,{"$f":"AVERAGE(J34:M34)","v":20.375},{"$f":"AVERAGE(H34:K34)","v":18.899999999999999}]

{"sheet":"Wind LCOE Over Time","index":55,"n_rows":1047,"n_cols":22,"rows_kept":1047,"cut":false,"hidden":false,"merged":[]}
["Estimated levelized cost of wind energy by commercial operation date"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Note: Size of bubble reflects project capacity.",null,null,null,null,null,null,null,null,null,"Note: Size of bubble reflects project capacity.",null,null,null,null,null,null,null,null,null,null,"Note: Size of bubble reflects project capacity."]
["Source: Berkeley Lab",null,null,null,null,null,null,null,null,null,"Source: Berkeley Lab",null,null,null,null,null,null,null,null,null,null,"Source: Berkeley Lab"]
[]
["GW:",106.21202500000003,24.938594999999999,21.913155,23.42568,18.054244999999998,9.1589899999999993,1.5027300000000001,4.7270700000000003,1.9860600000000004,0.50549999999999995,null,null,null,"Project-Level","COD"]
["Projects:",1020,145,175,253,185,95,71,67,26,3,null,"Plant","COD","LCOE","Year"]
[null,"Nationwide","ERCOT","SPP","MISO","West (non-ISO)","PJM","ISO-NE","CAISO","NYISO","Southeast (non-ISO)",null,"MW","Year","2020 $/MWh","Code"]
["1998-99",101.83022772781111,102.93554355426059,{"$error":"#N/A"},105.1513871293045,88.208694790787519,{"$error":"#N/A"},{"$error":"#N/A"},101.85091778453251,{"$error":"#N/A"},{"$error":"#N/A"},null,107.25,1998,96.234517988877755,1]
["2000-01",85.947086991161655,85.073645843952335,71.646729871829749,94.8479699343779,88.271045778184885,143.86273800806211,{"$error":"#N/A"},83.421746185120696,118.93442913315836,{"$error":"#N/A"},null,25.08,1998,83.774643265254412,1]
["2002-03",79.725500692810513,70.765867124068237,69.230165357995219,72.25495975746766,78.302973104488572,96.631659734848938,{"$error":"#N/A"},95.474723158697486,{"$error":"#N/A"},{"$error":"#N/A"},null,1.2,1998,93.64989295874345,1]
["2004-05",67.423157424042685,63.129822965177489,61.597535298007074,68.002154170371824,73.479408686806806,81.174012155402053,{"$error":"#N/A"},78.779927150054519,{"$error":"#N/A"},117.9630188636531,null,0.66,1998,152.86347297181908,1]
[2006,79.390665460363493,76.270752951464104,79.43580211150028,67.65311640429772,90.354117957406189,87.049979519780848,94.43929462765999,75.750922366750487,76.426448450564934,{"$error":"#N/A"},null,74.900000000000006,1999,89.724079318355791,1]
[2007,79.029852543967252,79.859629525135645,72.202954097288696,69.93499584243952,84.190823813244634,85.026971537885132,{"$error":"#N/A"},{"$error":"#N/A"},123.60084648090658,{"$error":"#N/A"},null,41.25,1999,98.812334856572789,1]
[2008,86.896356212161564,85.483324269022944,77.912311821847396,86.397223388817793,82.995867544971475,92.988808130553025,90.235479925387239,65.839047534284902,132.16926589659369,{"$error":"#N/A"},null,41.4,1999,76.112276493443929,1]
[2009,93.274179687878146,85.964761271004349,76.840806820873055,89.248798740174365,99.564923621912442,98.190170072404499,123.36586639660884,103.81423003181082,127.14611217516713,{"$error":"#N/A"},null,1.8,1999,75.743454956646588,1]
[2010,90.049253050746827,90.164897132785754,76.964242856749053,84.02791369865048,90.79320963261253,97.286098386933929,123.6979098630033,112.92223782810041,{"$error":"#N/A"},{"$error":"#N/A"},null,60,1999,82.721393955858346,1]
[2011,89.247343246108883,81.127999443542492,68.031444563934571,87.150503328912436,86.536552231022142,105.47972173717051,113.22921844049561,124.62186224185257,120.51950898867308,{"$error":"#N/A"},null,16.5,1999,126.19333911675021,1]
[2012,75.084276710783683,81.483436157359634,58.716846712897109,64.606462770181039,89.565640810025755,75.100828705818074,96.37273301386827,94.379715291917094,93.538229611149958,{"$error":"#N/A"},null,103.5,1999,90.028574632657438,1]
[2013,59.934570199269317,{"$error":"#N/A"},44.656652645334113,57.873454704871953,55.995773956027527,{"$error":"#N/A"},{"$error":"#N/A"},91.289277317778968,{"$error":"#N/A"},{"$error":"#N/A"},null,3.3,1999,90.076586546014738,1]
[2014,50.161149005080553,45.705400049534397,45.60689224866789,57.291443835011826,50.516572612286765,60.243426037273665,80.241902968594275,75.676353218171471,66.568879513544474,{"$error":"#N/A"},null,9.24,1999,149.36951508733861,1]
[2015,45.175791526706348,45.615019619062771,39.609730067426206,48.012649237748064,43.392762421609433,60.883825996350545,78.326690898794055,66.828030371879379,{"$error":"#N/A"},{"$error":"#N/A"},null,16.5,1999,131.53840380896196,1]
[2016,42.235864118212277,40.82133401959689,38.497293203829742,44.653512143646715,41.753171012696029,52.58531994027198,78.865930592627677,{"$error":"#N/A"},62.846286792175121,{"$error":"#N/A"},null,1.32,1999,120.20606286099337,1]
[2017,38.734064925402869,38.701409430617346,35.463534626623854,39.217468723989057,39.484862541621744,47.386795017034423,56.585256306632786,46.096906039634113,{"$error":"#N/A"},{"$error":"#N/A"},null,28.5,1999,135.82146167195535,1]
[2018,33.220200167811903,28.899095792061058,28.624926764427894,36.976528491216072,35.025304411686612,44.495143923004363,{"$error":"#N/A"},44.881359622116157,50.79854179955047,{"$error":"#N/A"},null,10.199999999999999,1999,112.46972170410882,1]
[2019,33.936848911951657,33.255575416315693,29.736253656659983,34.314314927829244,35.086949518191908,42.175644694987753,66.047770814788137,50.743364307901246,{"$error":"#N/A"},{"$error":"#N/A"},null,79.5,1999,110.56886845086096,1]
[2020,32.696961740278319,29.064962151574289,31.552914901340106,35.465534952704942,32.12570752548622,38.873596450588067,60.310558867374269,{"$error":"#N/A"},{"$error":"#N/A"},31.026144707535025,null,11.22,1999,143.85090391725529,1]
[null,null,null,null,null,null,null,null,null,null,null,null,24.75,1999,87.673948902380005,1]
[null,null,null,null,null,null,null,null,null,null,null,null,34.32,1999,111.60277677768876,1]
[null,null,null,null,null,null,null,null,null,null,null,null,11.25,1999,103.72379599064247,1]
[null,null,null,null,null,null,null,null,null,null,null,null,39.75,1999,134.96151681207576,1]
[null,null,null,null,null,null,null,null,null,null,null,null,5.0999999999999996,1999,192.74127391179871,1]
[null,null,null,null,null,null,null,null,null,null,null,null,11.88,1999,94.633495482906028,1]
[null,null,null,null,null,null,null,null,null,null,null,null,43.4,1999,99.865162668875655,1]
[null,null,null,null,null,null,null,null,null,null,null,null,0.66,1999,146.49155968165167,1]
[null,null,null,null,null,null,null,null,null,null,null,null,0.66,1999,112.32170779746413,1]
[null,null,null,null,null,null,null,null,null,null,null,null,108.75,1999,123.56856449331416,1]
[null,null,null,null,null,null,null,null,null,null,null,null,6.6,2000,123.52408977677135,2]
[null,null,null,null,null,null,null,null,null,null,null,null,16.8,2000,77.471733443920002,2]
[null,null,null,null,null,null,null,null,null,null,null,null,10.4,2000,308.77567224891271,2]
[null,null,null,null,null,null,null,null,null,null,null,null,1.32,2000,94.743219294072546,2]
[null,null,null,null,null,null,null,null,null,null,null,null,11.55,2000,153.64247686800587,2]
[null,null,null,null,null,null,null,null,null,null,null,null,1.5,2001,69.828002809304664,2]
[null,null,null,null,null,null,null,null,null,null,null,null,112.2,2001,70.367169970526461,2]
[null,null,null,null,null,null,null,null,null,null,null,null,176.88,2001,85.887959406515719,2]
[null,null,null,null,null,null,null,null,null,null,null,null,83.16,2001,90.054414872309053,2]
[null,null,null,null,null,null,null,null,null,null,null,null,159.72,2001,88.494831111800522,2]
[null,null,null,null,null,null,null,null,null,null,null,null,150,2001,67.991768285085527,2]
[null,null,null,null,null,null,null,null,null,null,null,null,80.099999999999994,2001,88.345728119167063,2]
[null,null,null,null,null,null,null,null,null,null,null,null,82.5,2001,82.786388874574129,2]
[null,null,null,null,null,null,null,null,null,null,null,null,80,2001,72.309178158339108,2]
[null,null,null,null,null,null,null,null,null,null,null,null,30,2001,112.50701769508485,2]
[null,null,null,null,null,null,null,null,null,null,null,null,278.2,2001,100.44092349956729,2]
[null,null,null,null,null,null,null,null,null,null,null,null,160.5,2001,79.779987255000691,2]
[null,null,null,null,null,null,null,null,null,null,null,null,24,2001,94.47836985915248,2]
[null,null,null,null,null,null,null,null,null,null,null,null,2.6,2001,123.58680782574302,2]
[null,null,null,null,null,null,null,null,null,null,null,null,30,2001,106.99162064825987,2]
[null,null,null,null,null,null,null,null,null,null,null,null,29.7,2001,85.954234882717245,2]
[null,null,null,null,null,null,null,null,null,null,null,null,24.6,2001,118.22009878274912,2]
[null,null,null,null,null,null,null,null,null,null,null,null,15,2001,102.5843467480923,2]
[null,null,null,null,null,null,null,null,null,null,null,null,50,2001,80.34755292381864,2]
[null,null,null,null,null,null,null,null,null,null,null,null,9.9,2001,129.61297678934807,2]
[null,null,null,null,null,null,null,null,null,null,null,null,66.599999999999994,2001,83.421746185120682,2]
[null,null,null,null,null,null,null,null,null,null,null,null,1.8,2001,221.14605119927361,2]
[null,null,null,null,null,null,null,null,null,null,null,null,3.8,2002,74.982785195534987,3]
[null,null,null,null,null,null,null,null,null,null,null,null,39.6,2002,85.340099033371374,3]
[null,null,null,null,null,null,null,null,null,null,null,null,97.68,2002,77.442602075699682,3]
[null,null,null,null,null,null,null,null,null,null,null,null,66,2002,90.01455047832215,3]
[null,null,null,null,null,null,null,null,null,null,null,null,2.6,2002,80.285345052762679,3]
[null,null,null,null,null,null,null,null,null,null,null,null,25.2,2002,114.84388682129217,3]
[null,null,null,null,null,null,null,null,null,null,null,null,10.5,2002,97.823442412438638,3]
[null,null,null,null,null,null,null,null,null,null,null,null,48.1,2002,101.5186078348315,3]
[null,null,null,null,null,null,null,null,null,null,null,null,61.5,2002,95.616958436391485,3]
[null,null,null,null,null,null,null,null,null,null,null,null,40.92,2002,159.56931697341875,3]
[null,null,null,null,null,null,null,null,null,null,null,null,204,2003,73.074517368140221,3]
[null,null,null,null,null,null,null,null,null,null,null,null,40.5,2003,59.17831106657205,3]
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[null,null,null,null,null,null,null,null,null,null,null,null,198.84,2020,30.780144487958566,19]
[null,null,null,null,null,null,null,null,null,null,null,null,202,2020,38.728774483258469,19]
[null,null,null,null,null,null,null,null,null,null,null,null,216.6,2020,30.43989827304376,19]
[null,null,null,null,null,null,null,null,null,null,null,null,193.24,2020,32.646235246768285,19]
[null,null,null,null,null,null,null,null,null,null,null,null,250.9,2020,28.060051519753188,19]
[null,null,null,null,null,null,null,null,null,null,null,null,250.24,2020,28.10281671504314,19]
[null,null,null,null,null,null,null,null,null,null,null,null,242,2020,28.731984212887308,19]
[null,null,null,null,null,null,null,null,null,null,null,null,299.36,2020,26.024158974693442,19]
[null,null,null,null,null,null,null,null,null,null,null,null,250.9,2020,29.078634247444498,19]
[null,null,null,null,null,null,null,null,null,null,null,null,300,2020,26.762351949605094,19]
[null,null,null,null,null,null,null,null,null,null,null,null,242.8,2020,30.555778302099384,19]
[null,null,null,null,null,null,null,null,null,null,null,null,199.82,2020,34.381554483370572,19]
[null,null,null,null,null,null,null,null,null,null,null,null,200.6,2020,34.340146291079357,19]
[null,null,null,null,null,null,null,null,null,null,null,null,200,2020,35.207666036974381,19]
[null,null,null,null,null,null,null,null,null,null,null,null,201.26,2020,35.308978097735626,19]
[null,null,null,null,null,null,null,null,null,null,null,null,250.4,2020,31.753451439996574,19]
[null,null,null,null,null,null,null,null,null,null,null,null,236.5,2020,33.373657771825719,19]
[null,null,null,null,null,null,null,null,null,null,null,null,260.92,2020,42.811159537525931,19]
[null,null,null,null,null,null,null,null,null,null,null,null,247.39500000000001,2020,35.458429755178422,19]
[null,null,null,null,null,null,null,null,null,null,null,null,310.64,2020,31.254791869398009,19]
[null,null,null,null,null,null,null,null,null,null,null,null,299.54000000000002,2020,43.979149702903278,19]
[null,null,null,null,null,null,null,null,null,null,null,null,400,2020,32.445612762271267,19]
[null,null,null,null,null,null,null,null,null,null,null,null,491.6,2020,31.154965093164989,19]
[null,null,null,null,null,null,null,null,null,null,null,null,496.4,2020,32.142929865761324,19]
[null,null,null,null,null,null,null,null,null,null,null,null,522.79999999999995,2020,35.190332558060177,19]

{"sheet":"Wind LCOE by Region","index":56,"n_rows":40,"n_cols":11,"rows_kept":40,"cut":false,"hidden":false,"merged":[]}
["Estimated levelized cost of wind energy by region, over last five years"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: Berkeley Lab",null,null,null,null,null,null,null,null,null,"Source: Berkeley Lab"]
[]
[null,"National","ERCOT","SPP","MISO","West (non-ISO)","PJM","ISO-NE","CAISO","NYISO","Southeast (non-ISO)"]
["COD","2020 $/MWh","2020 $/MWh","2020 $/MWh","2020 $/MWh","2020 $/MWh","2020 $/MWh","2020 $/MWh","2020 $/MWh","2020 $/MWh","2020 $/MWh"]
[2016,42.235864118212277,40.82133401959689,38.497293203829742,44.653512143646715,41.753171012696029,52.58531994027198,78.865930592627677,{"$error":"#N/A"},62.846286792175121,{"$error":"#N/A"}]
[2017,38.734064925402869,38.701409430617346,35.463534626623854,39.217468723989057,39.484862541621744,47.386795017034423,56.585256306632786,46.096906039634113,{"$error":"#N/A"},{"$error":"#N/A"}]
[2018,33.220200167811903,28.899095792061058,28.624926764427894,36.976528491216072,35.025304411686612,44.495143923004363,{"$error":"#N/A"},44.881359622116157,50.79854179955047,{"$error":"#N/A"}]
[2019,33.936848911951657,33.255575416315693,29.736253656659983,34.314314927829244,35.086949518191908,42.175644694987753,66.047770814788137,50.743364307901246,{"$error":"#N/A"},{"$error":"#N/A"}]
[2020,32.696961740278319,29.064962151574289,31.552914901340106,35.465534952704942,32.12570752548622,38.873596450588067,60.310558867374269,{"$error":"#N/A"},{"$error":"#N/A"},31.026144707535025]
[]
[]
[null,"National","ERCOT","SPP","MISO","West (non-ISO)","PJM","ISO-NE","CAISO","NYISO","Southeast (non-ISO)"]
["COD","MW","MW","MW","MW","MW","MW","MW","MW","MW","MW"]
[2016,8172.6219999999976,2610.94,3117.2349999999997,1278.797,348.55,428.7,310.70000000000005,{"$error":"#N/A"},77.7,{"$error":"#N/A"}]
[2017,6771.6500000000015,1796.9750000000004,2334.085,982.08999999999992,747.5,805.5,54.3,49.7,{"$error":"#N/A"},{"$error":"#N/A"}]
[2018,7473.2699999999995,2056.56,1966.9749999999999,1643.7750000000001,785.70999999999992,509.5,{"$error":"#N/A"},329.85,158.4,{"$error":"#N/A"}]
[2019,8616.77,3152.97,1212.9699999999998,3008.23,577.45000000000005,493.95,38.4,132.79999999999998,{"$error":"#N/A"},{"$error":"#N/A"}]
[2020,12173.184999999999,2209.37,2557.1499999999996,3541.1300000000006,2780.875,533.55999999999995,72.599999999999994,{"$error":"#N/A"},{"$error":"#N/A"},478.5]
["TOTAL",{"$f":"SUM(B35:B39)","v":43207.496999999996},{"$f":"SUM(C35:C39)","v":11826.814999999999},11188.414999999999,10454.022000000001,5240.085,{"$f":"SUM(G35:G39)","v":2771.21},{"$f":"H35+H36+H38+H39","v":476},{"$f":"I36+I37","v":379.55},{"$f":"J35+J37","v":236.10000000000002},478.5]

{"sheet":"REC Prices","index":57,"n_rows":157,"n_cols":16,"rows_kept":157,"cut":false,"hidden":false,"merged":[[23,0,24,0],[23,1,23,13],[23,14,23,15]]}
["Historical renewable energy certificate (REC) prices"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: Marex Spectron"]
[]
[]
["2020$/MWh","Primary Tier (new RE) RPS",null,null,null,null,null,null,null,null,null,null,null,null,"Voluntary Wind"]
[null,"CT","DC","DE","IL","MA","MD","ME","NH","NJ","OH","PA","RI","TX","National","West"]
["2010-01-29",23.116120940058092,1.1558060470029048,8.8261552680221804,5.4638104040137305,25.637879588064429,1.0507327700026405,16.181284658040664,28.579931344071824,3.782637972009506,null,1.5760991550039609,28.579931344071824,0.88261552680221811,0.88261552680221811,5.0435172960126744]
["2010-02-01",20.594362292051756,1.1558060470029048,8.4058621600211243,5.4638104040137305,23.956707156060205,1.2188500132030631,16.391431212041194,26.058172696065487,2.9420517560073933,null,1.3659526010034326,26.898758912067599,0.92464483760232374,1.008703459202535,4.8333707420121463]
["2010-03-01",17.232017428043306,1.1558060470029048,8.4058621600211243,5.4638104040137305,21.01465540005281,1.2188500132030631,16.391431212041194,21.01465540005281,2.3116120940058096,null,1.6811724320042249,21.01465540005281,1.008703459202535,0.96667414840242927,4.2029310800105621]
["2010-04-01",12.245167678901504,1.055617903353578,3.800224452072881,5.0669659360971746,14.356403485608661,1.055617903353578,13.089662001584367,19.423369421705836,1.7945504357010826,null,1.6889886453657248,21.112358067071558,0.8444943226828624,0.88671903881700553,3.6946626617375231]
["2010-05-01",14.567527066279377,1.055617903353578,3.800224452072881,2.9557301293900187,15.834268550303669,1.055617903353578,13.089662001584367,19.423369421705836,2.1112358067071559,null,1.2667414840242937,21.112358067071558,0.8444943226828624,0.84660555848956953,6.5448310007921835]
["2010-06-01",14.039718114602588,1.055617903353578,3.800224452072881,1.583426855030367,16.889886453657248,0.8444943226828624,7.6004489041457619,19.423369421705836,2.1112358067071559,null,2.0056740163717981,20.69011090573013,0.73893253234750467,0.76004489041457612,6.5448310007921835]
["2010-07-01",11.433826247689463,0.95281885397412192,3.8112754158964877,1.5880314232902033,13.339463955637708,0.8469500924214417,7.6225508317929753,15.668576709796673,1.6515526802218112,null,1.2704251386321626,18.209426987060997,0.74108133086876149,0.7304944547134935,6.5638632162661725]
["2010-08-01",9.5281885397412189,0.95281885397412192,3.8112754158964877,1.5880314232902033,12.069038817005545,0.8469500924214417,5.9286506469500919,15.668576709796673,2.1173752310536043,28.79630314232902,1.2704251386321626,18.209426987060997,0.69873382624768932,0.7199075785582254,5.9286506469500919]
["2010-09-01",10.586876155268021,0.95281885397412192,3.8112754158964877,1.5880314232902033,11.327957486136782,0.8469500924214417,5.9286506469500919,11.433826247689463,2.1173752310536043,28.79630314232902,1.2704251386321626,18.209426987060997,0.69873382624768932,0.7199075785582254,5.2934380776340104]
["2010-10-01",9.7946879676084855,0.95817599683126498,3.8327039873250599,1.5969599947187749,10.859327964087669,0.85171199718334656,5.961983980283426,null,2.1292799929583666,28.958207904233781,1.2775679957750197,12.775679957750199,0.70266239767626093,0.72395519760584459,5.3231999823959164]
["2010-11-01",10.220543966200157,0.95817599683126498,3.8327039873250599,1.5969599947187749,11.072255963383506,0.85171199718334656,5.961983980283426,13.201535956341873,1.8737663938033626,28.958207904233781,1.2775679957750197,13.201535956341873,0.70266239767626093,0.72395519760584459,4.6844159845084059]
["2010-12-01",10.859327964087669,1.3840319954229383,2.5551359915500393,1.4904959950708565,11.072255963383506,0.85171199718334656,6.3878399788750997,13.201535956341873,1.5969599947187749,29.384063902825456,1.2775679957750197,11.923967960566852,0.70266239767626093,0.70266239767626093,4.4182559853886101]
["2011-01-01",11.816789015051492,1.3914697209752664,2.568867177185107,1.5476846168851714,13.208258736026758,1.2844335885925535,8.6913339494762791,13.829068303846492,1.5755718686735323,30.997663938033629,1.2844335885925535,11.613420363524337,0.79206737963207496,0.78564521168911206,7.4925292667898962]
["2011-02-01",11.39653135843305,1.3914697209752664,1.676523841952386,1.1869743733177669,11.920445059043171,1.2844335885925535,8.5628905906170232,14.128769474518087,1.1447232684298545,30.398261596690432,1.1357096993870996,11.559902297332982,0.85854245132239115,0.79195471001904028,7.4925292667898962]
["2011-03-01",11.992700571750037,1.3914697209752664,1.0275468708740423,1.0382504841123137,12.779183457518666,1.2844335885925535,8.5628905906170232,14.128769474518087,0.82557434281274977,26.489115892278313,0.90654950383271515,11.559902297332982,0.89910351201478789,0.80277099287034603,7.3622244099761582]
["2011-04-01",12.400781401285096,0.81881788574949388,1.0342962767362025,1.045070196285538,13.111860091541239,1.1377259044098231,5.0637421881876596,14.264669483320132,0.57317252002464592,26.28836370037849,0.47405246017075964,11.678928791479624,0.90500924214417766,0.80804396620015839,6.0333949476278494]
["2011-05-01",13.575138632162663,0.81881788574949355,1.0342962767362025,1.045070196285538,14.755139344708926,0.90500924214417766,3.8786110377607605,14.652530587096207,0.74493958026833651,26.28836370037849,0.47405246017075975,12.066789895255699,0.88448749062163357,0.80804396620015839,5.6229599171769751]
["2011-06-01",15.186329328404192,0.75711271014875448,null,null,16.219646157908631,0.80216728280961225,3.8786110377607605,14.652530587096207,0.90500924214417788,26.28836370037849,1.0127484376375324,12.066789895255699,0.88346140304550624,0.80804396620015839,5.0637421881876596]
["2011-07-01",21.079463955637706,0.81758826247689476,null,null,21.903558225508316,0.80240757855822586,7.8722689463955628,14.746950092421441,1.0962622458410352,24.37584103512015,1.0192744916820704,23.204759704251387,0.98023844731977849,0.8132509242144178,4.1855314232902039]
["2011-08-01",24.587286275415895,0.954214417744917,null,null,26.774027649414663,0.92168438077633963,13.265026186075168,14.746950092421441,1.2361414048059154,19.518022181146026,0.89999768946395531,23.204759704251387,1.0436720194085025,0.8132509242144178,3.795170979667283]
["2011-09-01",21.635056333069269,0.97073761112578083,null,null,24.046409867089164,0.93252772643253212,12.888090837074202,24.939695009242143,1.2196182114250509,19.518022181146026,0.92220073056949226,23.535223571868674,1.2268471085291783,0.8132509242144178,3.795170979667283]
["2011-10-01",24.067495001697537,1.0011746953864722,1.0425455505677315,null,25.898155343468257,0.93394705571692616,13.621354068429589,24.97765381568524,1.1945834433588591,15.824352106831645,1.0187573088385078,24.108865856878793,1.3404157078727976,0.77725494171790688,3.8009473197781887]
["2011-11-01",29.821146686031163,1.0425455505677315,1.0425455505677315,null,30.315269837602322,1.146800105624505,13.683410351201479,29.560510298389229,1.2271629918141009,12.858061790335359,1.164175864800634,29.473631502508578,1.4563058159493005,0.71675006601531532,2.7746915434380779]
["2011-12-01",32.535121798257194,1.206430551888038,1.5815889886453658,1.9982123052548191,33.66553340374967,1.8076713097438615,13.801881436493268,32.263625561130183,1.7849643517296012,8.608898864536572,1.6931492606284662,32.934961711116976,1.6368754951148663,0.71675006601531532,2.1744380446263536]
["2012-01-01",30.125779180769939,1.7573785118147409,1.9669923422233955,2.1348820926454928,33.041497627449566,2.0941514431348081,16.173048147170142,33.220315113106238,2.1487901193076793,6.6957214073665083,1.9550711765129503,33.220315113106238,1.8666558641604847,0.78679693688935826,2.5233134087108207]
["2012-02-01",32.856057271953759,2.3468612337109822,1.9669923422233955,2.5570900448904132,39.652067851170038,2.4394867990326126,19.503405551992824,38.070148083879275,2.8953294688177191,5.6824223219786987,2.4904828967939601,38.070148083879275,1.9264036113521186,0.7826339901333299,2.3728796509361603]
["2012-03-01",37.407624568899983,2.3544302278128528,1.9818937993614518,2.5570900448904132,48.866845108065071,2.4497995534964101,23.961543077994094,38.162631730561486,2.3643645325715568,5.6824223219786987,2.5352345744212648,47.495911051363912,1.8904981955813744,0.69937505501276309,2.1855470469148841]
["2012-04-01",37.123690591455315,2.4136145585775899,2.3039048059149723,2.5672082123052538,49.860470448191599,2.4136145585775908,26.142266777320906,36.862476894639556,2.0834404458024731,4.9055932261999065,2.2130024394230881,49.42163143754113,1.8577518117536607,0.70214241704075353,2.1941950532523542]
["2012-05-01",40.563988549691352,2.4136145585775899,2.4374645048085934,1.318425027649893,51.992882783588399,2.429832522014673,29.764732896292809,39.495510958542383,2.4937503779137633,2.9478533541520759,2.4489124789994752,52.660681278056508,2.1617591263781892,0.72016616212104068,1.7954239522699691]
["2012-06-01",41.752397299030513,2.6225855160301954,2.9558941931671008,0.87767802130094175,52.138253884424991,2.7636409123107035,33.790603820086261,42.21213340542625,2.8221527803974329,2.6330340639028256,2.8012556846521717,52.660681278056508,2.3039048059149723,0.71123265368994193,1.3604009330164601]
["2012-07-01",43.121788004817112,2.6465540005281221,2.8671001672387995,0.88218466684270747,52.620310412015584,2.6465540005281221,38.735926735002522,44.109233342135376,2.9031895399732734,2.6465540005281221,2.9262466392202979,52.931080010562454,2.3157347504621071,0.69121173612278031,1.367386233606197]
["2012-08-01",44.99141800897808,2.7864867407859326,2.8671001672387995,0.88218466684270747,53.227676579587154,2.7515035557214804,40.618519875921564,44.109233342135376,3.0693942373941092,2.5492094855661689,3.019200971866852,53.250491700281351,2.3157347504621071,0.6947204251386323,1.4162899488333467]
["2012-09-01",46.303667700906601,2.8185800105624512,2.8891547839098672,null,54.667881073409028,2.8406346272335181,37.82366759088108,50.339662551711989,3.2552614206495893,1.9408062670539565,3.151604722295573,54.298466244168644,2.2605982087844376,0.69582315597218536,1.4142522940322153]
["2012-10-01",46.83079442256691,2.7487430683918674,3.3250924214417741,null,55.19171522140963,2.9472848187736083,35.448376597283612,54.492963915454467,3.148717953869645,1.8591603712930969,3.1140213372980781,55.090516756409222,2.2832301293900192,0.69826940850277253,0.97102336655147514]
["2012-11-01",47.548821626617368,2.4343706940010081,3.3190467988573351,null,56.052997395395728,2.778971181314065,29.059292555872965,54.531515711645099,2.9623550663754004,2.0494660561250213,2.8444654259788278,55.418207024029577,2.2681160729289198,0.57282273987565058,0.83429591665266345]
["2012-12-01",48.324676524953787,2.1058918669131246,3.2807578558225519,null,56.294342487457087,2.8046890678637446,28.585238975442302,54.573739107472939,3.0685852917876946,2.1945609981515717,2.9630268022181148,55.428762872986532,2.2494514127277516,0.55154310800105655,0.63229535252178504]
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["2013-07-01",48.891215562010387,2.0632990053692448,8.1342345476324418,null,57.862080802746242,8.1371598297761594,18.390273743508494,48.442672299973594,8.3653318369861847,5.2460059777346615,8.2746480905309152,57.862080802746242,2.0623239113213399,0.83082445127269511,0.74707372199239153]
["2013-08-01",48.891215562010387,1.9103865296748848,12.954744940826279,null,57.862080802746242,12.391007613766391,13.966006113418315,48.442672299973594,12.592852081682953,12.039308919669363,12.560230753534817,57.862080802746242,1.7829594665962505,1.0357271687031397,1.0601931648142373]
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["2013-10-01",49.178562626529349,2.1754697228887543,11.659066093768537,null,58.202152099287034,11.547252050301756,15.242019609418948,48.72738315289147,11.722819715043453,13.13324598263319,11.667893518252754,58.202152099287034,1.0887156863870679,1.0681183625905561,1.1279486840947102]
["2013-11-01",49.178562626529349,2.2107794208256322,11.843461182994455,null,58.202152099287034,11.730666314584983,12.63302526186075,48.72738315289147,11.650098551435361,10.849792104149113,11.550194525129831,58.202152099287034,0.92491792095766179,1.0489922762080806,1.1279486840947102]
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["2014-01-01",46.652025522095038,2.4916534636035559,15.063177757239679,null,56.62848780917173,15.246358604761514,5.6333034829297786,48.247471613414305,15.49453910785563,15.146889434870626,15.327115752593729,56.62848780917173,1.0921911822673291,1.0532898732505946,1.1325697561834345]
["2014-02-01",46.435360003520813,2.4916534636035559,15.629462635331398,null,56.62848780917173,15.012212118211426,3.6242232197869906,48.247471613414305,15.142457640172518,15.114143396267933,15.09035943138808,56.62848780917173,1.0748086986180796,1.0532898732505944,1.1325697561834345]
["2014-03-01",46.899174284624507,2.4916534636035559,12.922081599121473,null,57.566902750009426,12.812060537092222,3.6242232197869906,48.247471613414305,12.819611002133446,12.932867977751789,12.819611002133446,56.62848780917173,1.0538291921821104,1.0505932785930141,1.1325697561834345]
["2014-04-01",47.378082915236334,2.505571692632691,13.894533931872195,null,58.383961879155962,13.930771538997044,3.6444679165566414,48.516979139160284,13.925594737979212,14.043625801185872,13.751654223779919,56.94481119619752,0.95667282809611875,1.047784526010034,1.1388962239239502]
["2014-05-01",47.398790119307684,1.5064490961903161,14.655523681494108,null,57.773099359051301,15.630832993254435,3.6444679165566414,48.516979139160284,15.6287622728473,15.649469476918645,15.624620832033031,55.826622176344912,0.95667282809611875,1.047784526010034,1.1388962239239502]
["2014-06-01",48.007187496070514,1.2527858463163455,14.870730695235583,null,56.402479660995638,14.604988242986659,3.6444679165566414,48.516979139160284,14.686337973266941,14.653798081154829,14.686337973266941,55.122577237919195,0.95667282809611853,1.047784526010034,1.1388962239239502]
["2014-07-01",48.954313000616139,1.258171595810228,13.430111508478658,null,54.255541937903502,13.13869310723566,3.0633743202335983,48.725554528650648,13.175493383160545,13.208315250877334,13.115817260039112,55.359550215650025,0.94288274531865324,1.0522889710412811,1.14379235982748]
["2014-08-01",48.867166916057862,0.9803934512806971,13.267991373998766,null,49.16128495144207,13.37692397969662,2.2875847196549599,48.725554528650648,14.135094915353694,13.267991373998766,13.991303875832527,50.566515564944396,0.96078558225508337,1.0152518851040115,1.1130905649057947]
["2014-09-01",47.519373494650758,0.91503388786198392,13.267991373998766,null,47.581762168823161,13.086024407662576,1.6636979779308798,48.725554528650648,14.994078026102056,13.267991373998766,14.526162969808995,48.829535652271325,0.88591917324819336,0.95662633731025593,1.1094785890326551]
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["2014-11-01",49.490731449696327,0.73319602147698282,16.588559985916735,null,50.659262608925275,15.551774986796937,1.6955157996655226,48.803360179561658,17.946118244432711,7.5209873140568622,16.932245620984069,47.657741396003878,0.75610839714813805,0.91649502684622841,1.1112502200510517]
["2014-12-01",49.670045694079292,0.68737127013467136,17.413405510078338,null,52.678540238726697,16.023720116110418,2.1119233227326131,49.142463339494761,18.085833926514432,6.0717795528562633,16.955157996655227,48.78343637463022,0.76905887035357434,0.8955750316682165,1.1635502079960813]
["2015-01-01",48.167124672924118,0.84700884605228444,null,null,52.256491706075821,16.596794956429893,3.3297645053652447,48.302396355954585,17.855862160021125,7.5544032215473997,16.794499723935953,47.615632426723003,0.80122458410351216,1.2590672035912334]
["2015-02-01",48.851807499339849,0.84700884605228444,null,null,50.82053076313705,15.755509143121206,4.3037206231845788,48.302396355954585,16.528118563506734,7.5544032215473997,15.71544791391603,47.615632426723003,0.80122458410351216,0.84700884605228388,1.2590672035912334]
["2015-03-01",47.199411863552349,0.84700884605228444,null,null,47.293061490265742,15.30651121060086,4.5576151667186791,47.667659997119337,15.679028614638595,5.7230327435965149,15.379349809155725,47.303467004345009,0.77104859327363939,0.84700884605228399,1.2590672035912334]
["2015-04-01",46.535096942490661,0.85160901329108396,14.989469456914005,null,46.807109649438679,14.385287386673708,3.8081778972721674,46.514172888110046,14.707517824135202,5.1810051051844024,14.359132318697938,44.149754743100402,0.59842795528562642,0.85160901329108329,1.1403609637435883]
["2015-05-01",47.348145912708894,0.85160901329108396,15.168767678901505,null,47.720793357392253,14.757934831357067,3.2990259073438373,46.953578030102989,15.196343589808073,4.9531421529794919,14.763414940837702,43.731273655488074,0.59404386770111628,0.79023178710794251,0.98970777220315065]
["2015-06-01",47.37205911771531,1.1644236262812973,15.219634055100784,null,47.617916756687549,14.843524177609204,3.45246897280169,46.953578030102989,15.677347744676766,3.2821471701434737,15.274559697849901,43.731273655488074,0.55239503564827019,0.66747733474166049,0.98970777220315065]
["2015-07-01",45.947262564915064,1.0540665434380776,14.950177141096734,null,46.248424434468802,14.235921573805122,3.3830516679869729,47.101716398204381,15.098248393627323,2.4243530499075785,14.837241440014084,43.869245664994274,0.46981251650382866,0.61838570548367167,0.99283029662881739]
["2015-08-01",45.870298976029105,0.69267229997359392,14.258659294956429,null,45.947262564915064,13.831456402647319,3.15550714432415,47.101716398204381,14.540620900239333,2.426661957574157,14.513133904208635,43.869245664994274,0.41560337998415631,0.58492327553325751,0.99283029662881739]
["2015-09-01",45.7163717982572,0.69267229997359392,14.30079685987149,null,45.931520012642935,13.664535372206352,2.9595998271599013,47.101716398204381,14.079089248705699,2.135739591585248,13.984633935072937,43.869245664994274,0.36837572316777495,0.55413783997887556,0.65698918149010532]
["2015-10-01",45.516489875651153,0.69274491682070238,14.270545286506469,null,45.952079482439927,13.623983364140479,4.1564695009242145,47.106654343807769,14.201270794824399,1.9281400184842883,14.085813308687616,43.873844731977819,0.34637245841035119,0.55419593345656237,0.62347042513863171]
["2015-11-01",45.37479205175601,0.69274491682070238,14.635390942698708,null,46.171998503652851,13.821910483232109,18.759092509462196,47.106654343807769,14.828040005281222,1.7216635474430082,14.283740427779243,43.873844731977819,0.34637245841035119,0.55419593345656237,0.62347042513863171]
["2015-12-01",44.998300249136058,0.69274491682070238,14.519933456561924,null,45.319573254038417,13.854898336414049,27.509001044764126,47.106654343807769,15.009473197781885,1.7930547597042534,14.316728280961183,43.43209435023708,0.35942417423450956,0.44064600578638602,0.62347042513863171]
["2016-01-01",46.958954977554797,1.5273884969884441,15.229931344071822,0.88264374834961745,46.953460774328214,13.845392130974385,30.657654004300426,46.151307103247952,14.999174808555583,2.0768088196461578,14.383824047178946,43.843741748085556,0.37382558753630851,0.35305749933984693,0.62304264589384684]
["2016-02-01",44.217347567492801,2.0768088196461578,15.229931344071822,0.88264374834961745,44.448104103009037,12.653150030807147,32.305914972273563,46.151307103247952,13.345419637355867,2.0768088196461578,13.089389766997369,43.843741748085556,0.37382558753630851,0.35305749933984693,0.62304264589384684]
["2016-03-01",38.546374324060572,2.0768088196461578,15.109536629889439,0.88264374834961745,39.79045303727856,11.788649097025292,32.004928186817601,46.151307103247952,11.703369507812768,2.0768088196461578,11.587991240054649,43.843741748085556,0.37382558753630851,0.35305749933984693,0.62304264589384684]
["2016-04-01",32.861820513787769,3.0316965726524745,13.94137839978875,0.88876287298653323,34.023602047103495,12.259561322988839,25.559193732946042,46.471261332629176,12.713209350283552,2.0912067599683124,12.198706099815157,38.836696970840087,0.36313971355640229,0.35550514919461323,0.62736202799049334]
["2016-05-01",34.621089692808731,3.2529882932840422,13.94137839978875,0.67092883548983406,35.191418809163729,12.140617023149371,25.981659745060853,38.972489617591279,12.631733762232839,2.2073849132998857,12.050842995574975,34.853445999471873,0.34853445999471877,0.35550514919461323,0.62736202799049334]
["2016-06-01",36.807351305502877,3.2529882932840422,13.94137839978875,0.56927295132470779,36.955214409743057,11.174226020436741,27.8827567995775,37.177009066103338,11.811093533699816,2.2073849132998857,11.596692032551552,34.853445999471873,0.34853445999471877,0.35555918554500004,0.62736202799049334]
["2016-07-01",34.338793743005517,3.2640172520024646,13.988645365724848,0.50264755470888312,34.338793743005517,11.251977839811216,27.977290731449695,37.303054308599599,12.634189227138792,2.2148688495731008,12.477649624236632,34.971613414312124,0.34971613414312125,0.35904189772027101,0.62948904145761764]
["2016-08-01",33.14700749704366,2.5949950823373631,13.542630585948116,0.46045957662177645,33.14700749704366,10.866541907287708,26.862253782007862,35.518995189492657,11.932922698935721,2.2148688495731008,11.956237107878595,34.971613414312124,0.29295061671699141,0.30552012414706314,0.62948904145761764]
["2016-09-01",27.775939017852146,2.4692078562226438,13.522357186867355,0.46045957662177645,27.648769514527373,9.6065962303254349,25.995565971305346,31.061151187075399,10.576263693176818,2.2148688495731008,10.162962807371311,34.484130318233831,0.30308731625737179,0.30308731625737179,0.62948904145761764]
["2016-10-01",25.302904673884342,1.8742892351025437,9.5276369451045966,0.48084444067214072,24.231882253825741,7.8708991390764558,19.010647956040085,25.302904673884342,8.6340026133682066,2.1866707742863012,8.5670637121145425,23.696371043796447,0.29921688860387047,0.3045720007041634,0.63257261684710797]
["2016-11-01",18.719463735586658,1.8742892351025437,7.497156940410175,0.71222990933896624,18.836606812780563,6.8762986312824577,20.61718158612798,21.554326203679253,7.6307000484112324,2.1085753894903618,7.3682995554968755,21.554326203679253,0.27434908678813485,0.3045720007041634,0.63257261684710808]
["2016-12-01",20.259586929430785,2.0962445392594238,7.497156940410175,1.2107661841757811,20.259586929430785,6.5476814726279642,20.296579480123597,21.369363450215189,7.2394421705835752,2.1085753894903618,6.9656972954567573,21.307709199060497,0.26240049291435624,0.3045720007041634,0.68512870012869975]
["2017-01-01",22.82945933456562,2.3547663057829418,7.0642989173488253,1.1703188539741218,22.82945933456562,7.0466381700554539,18.367177185106947,23.31218642725112,7.4410615262740967,2.3547663057829418,7.2291325587536308,22.134803274359651,0.27786242408238709,0.27458002256523528,2.590242936361236]
["2017-02-01",24.960522841299184,2.3547663057829418,7.0642989173488253,1.1703188539741218,24.960522841299184,7.078150483853431,18.367177185106947,23.31218642725112,7.1266309666195511,2.3547663057829418,7.0088926513304033,22.134803274359651,0.27786242408238709,0.26608859255347256,2.590242936361236]
["2017-03-01",24.960522841299184,2.3547663057829418,7.0642989173488253,1.1703188539741218,24.960522841299184,5.9585825650681405,18.367177185106947,23.31218642725112,6.0302493656789249,2.3547663057829418,6.0302493656789249,22.134803274359651,0.28769101388043777,0.26608859255347267,2.590242936361236]
["2017-04-01",24.2667296707573,2.2501424541019834,7.0860839714813846,0.96134539213097447,24.2667296707573,5.2586202104151321,19.517810237238201,23.384077105888565,5.5445499145275381,2.3620279904937949,5.5445499145275381,21.407432629633234,0.30706363876419335,0.26690916292579897,2.598230789543174]
["2017-05-01",16.856290659432986,1.5890006481503709,5.690340158916869,0.57161077369949786,16.856290659432986,5.2941636459658623,12.153707660177162,13.334721655424058,5.5722387593921789,1.1810139952468974,5.5292927959286562,13.356194637155822,0.28559065703243147,0.26690916292579903,2.598230789543174]
["2017-06-01",19.406207240079699,1.7285750294068225,5.4970833233310135,0.81489965672035947,19.620937057397313,4.5683768634323156,12.325491514031254,17.049547495018846,5.182504140960706,1.0629125957222076,5.0686973377823668,16.791871714237704,0.28344335885925526,0.26690916292579903,2.598230789543174]
["2017-07-01",23.381286858551185,1.7803010298389226,4.9980302985848271,0.81893847372590478,23.315349783371964,3.6001643047853769,12.818167414840243,17.565636827744036,4.2951410771743479,1.2989603810306214,4.1434858042621432,20.414118475486312,0.28484816477422759,0.26823202182906436,2.6111081770970865]
["2017-08-01",17.668842684546295,1.7803010298389226,3.7979755303230349,0.88086198780725866,17.668842684546295,3.1023680554758264,12.818167414840243,16.162037175233351,3.709218493473093,2.1157200644462559,3.5915638167185238,16.905119344209595,0.28484816477422753,0.28484816477422781,2.6111081770970865]
["2017-09-01",16.403756155638636,1.7803010298389226,3.7979755303230349,0.93762520904849966,16.403756155638636,3.0608684372669197,12.818167414840243,15.591689019220881,3.6405594392635932,2.136361235806707,3.5256207061090801,15.591689019220881,0.29709163852329529,0.28922083397032317,2.6111081770970865]
["2017-10-01",12.73063910827312,1.79228280961183,3.823536660505237,0.94393561306223073,12.860986948972162,2.6286814540973507,11.166465019884614,14.33826247689464,3.2586960174760549,2.150739371534196,3.1609351369517724,13.556175432700385,0.32999728336974188,0.29871380160197164,2.6286814540973507]
["2017-11-01",11.422815773259394,1.79228280961183,3.823536660505237,0.94393561306223073,11.518404189772028,3.3790505237215025,10.992667898952556,14.33826247689464,4.1497321318545906,2.7421926987060998,3.8773051447935925,12.426494146642019,0.34411829944547145,0.29871380160197164,2.6286814540973507]
["2017-12-01",13.002836069732883,2.3897104128157731,4.0203363415606539,0.94393561306223073,13.002836069732883,4.4701641839730346,9.1371280490014861,14.282033996593093,5.1111688594106779,3.4650800985828711,4.9242091624080304,12.454608386792795,0.50324489869885092,0.42607130948497701,2.6286814540973507]
["2018-01-01",23.270799120634081,2.4037716750286062,5.5286748525657954,0.94948981163629986,23.270799120634081,5.6660332339960018,8.4132008626001227,21.633945075257461,5.8663475402483858,3.8219969632954842,5.7576054882828052,20.672436405246017,0.61811271643592747,0.51200336678109359,2.6441488425314672]
["2018-02-01",18.4963904678517,2.8845260100343282,5.6488634363172254,0.91469837949772803,18.698813345748842,5.4084862688143653,8.4132008626001227,24.037716750286066,5.5350005675000808,4.8075433500572125,5.3566154063532192,23.076208080274625,0.51440713845612185,0.51200336678109348,2.6441488425314672]
["2018-03-01",17.33004912377767,2.8845260100343282,5.6488634363172254,0.88939551976058484,17.33004912377767,5.2882976850629344,8.4132008626001227,24.037716750286066,5.4416812109933295,4.8075433500572125,5.2516687833482152,23.076208080274625,0.59041210951416911,0.51784109799187716,2.6441488425314672]
["2018-04-01",17.017220985744881,2.9093213625561134,5.6974210016723879,0.89704075345480194,17.051855763870549,5.3453007573947646,8.1391728595319837,23.04367237961112,5.5000027663560802,4.7795993813421855,5.3580001760408411,18.425701962855381,0.71901799388886789,0.57840079469865535,2.6668779156764368]
["2018-05-01",14.84966112138016,2.9093213625561134,5.6974210016723879,0.89704075345480194,14.910271983100081,6.6220121468180615,6.5239327523985571,16.464114074465275,6.9625349881172456,4.6064254907138453,6.7641721679429621,14.81109057301294,0.82430771939089864,0.63035296188715739,2.6668779156764368]
["2018-06-01",14.754415481534572,2.8862315104723346,6.061086171991902,1.1152398556465097,14.754415481534572,7.207497327951514,5.8417325771960051,13.438293912759191,8.0445044659884903,4.6064254907138453,7.7651172557747694,13.091946131502509,0.82430771939089864,0.63035296188715739,2.6668779156764368]
["2018-07-01",9.5508376610040209,2.4340727048675297,6.0851817621688227,1.1196734442390632,9.4117477921544452,6.9730387583252664,5.3549599507085652,11.219916087198898,7.8979863861749289,4.624738139248306,7.7438284481999835,11.0344629287328,0.82758471965495983,0.63285890326555716,2.6774799753542826]
["2018-08-01",5.4713721235500552,2.4340727048675297,6.0851817621688227,1.119673444239063,5.4502062739425119,6.4619338851831021,4.7834820113048835,5.2385477778670735,6.9339323314313273,4.624738139248306,6.8386860081973815,5.3867087251198802,0.70736269388411177,0.63285890326555716,2.6774799753542826]
["2018-09-01",4.0994908713558385,2.4340727048675297,6.0851817621688227,1.1196734442390632,4.1251126893018126,5.5291883127411863,3.4077017868145409,4.624738139248306,6.0839006712715245,4.4453854136264876,5.9173588546226918,4.1379235982748002,0.55471235853033707,0.54318254045464853,2.6774799753542826]
["2018-10-01",3.6365713367240331,2.4456473901945253,6.1141184754863129,1.1249977994894811,3.6365713367240331,5.6845351947738845,3.4239063462723354,4.6467300413695973,6.0513823033030638,4.402165302350145,5.8089442141881245,4.1576005633306927,0.53804242584279571,0.51358595194085033,2.6902121292139776]
["2018-11-01",3.8396664026054044,2.4456473901945253,6.1141184754863129,1.1249977994894813,3.8396664026054044,5.1383051667986965,3.4972757679781714,3.9497205351641576,5.5565108705219606,4.5183335533843856,5.3412939001848416,4.341024117595282,0.62119443710940947,0.58450972625649134,2.0298873338614563]
["2018-12-01",5.0135771498987767,2.677983892263005,6.1141184754863129,0.79666963735586716,5.0930606900800983,5.5589565179121578,4.0353181938209666,4.8668383064871046,5.8573254995158885,4.6039312120411937,5.7325974826159678,5.3804242584279551,0.75815069096030308,0.70263449520288745,1.8684746061086175]
["2019-01-01",13.000891101973755,3.0648710500836196,6.1297421001672392,0.57444440252995865,13.000891101973755,6.001309408544687,3.1874658920869647,12.773214966824684,6.1098934114619334,5.1081184168060325,5.9557741815148759,12.749863568347859,0.71245116752800952,0.74397555547172622,1.1033535780301029]
["2019-02-01",13.504789700684244,3.0519663298727413,6.1297421001672392,0.53941730481471739,13.498337340578805,5.4586966492015643,3.1874658920869647,13.240242936361238,5.5825819632259943,5.5490296906777106,5.4406300409063322,12.672435247082587,0.62949225188664815,0.64368744411861456,1.1033535780301029]
["2019-03-01",12.198186779332806,2.8196813660769298,6.1297421001672392,0.53941730481471739,12.198186779332806,5.597680485872722,3.1874658920869647,13.436394683566588,5.6859487721151307,5.5167678901505148,5.5878728985124555,11.572953085115747,0.58355144793592106,0.58551296540797437,1.1033535780301029]
["2019-04-01",17.31484941173019,2.8378256755567293,6.1691862512102809,0.54288839010650514,17.31484941173019,6.0034995347492011,3.1962260196746599,16.286651703195144,6.0317015290404505,5.5816447034759689,6.0034995347492064,15.79311680309832,0.56921025144500215,0.55557928753756591,1.1104535252178505]
["2019-05-01",20.633123834729655,2.8378256755567293,null,0.54288839010650514,20.633123834729655,6.4653071912683782,2.9612094005809348,20.706032399516687,6.5785958842451437,6.1332928039305123,6.4619421805858979,20.055463667570876,0.56262978611037784,0.54782373910747306,1.1104535252178505]
["2019-06-01",18.68646515491594,2.8378256755567293,null,0.64159537012586931,18.840694811196197,5.5633721613414311,2.9612094005809348,19.038108771234931,5.984110663673972,5.2067931960214775,5.9458617089164703,19.383583201302702,0.57447462371270142,0.56559099551095904,1.1104535252178505]
["2019-07-01",23.253227624999475,2.7356738382352326,null,0.64382668779156782,23.536228366885879,5.9595239562245128,2.5234232818204299,22.881789151273573,6.3085582045510762,4.8110126120688577,6.2236579819851547,22.740288780330371,0.62731831118152726,0.60550367066111732,1.1143154211777133]
["2019-08-01",26.270830232613967,2.7238821406566327,null,0.64382668779156793,26.270830232613967,6.3999974594105851,5.3577185907130458,25.601115408774838,6.6926459538612981,4.4572616847108533,6.5609541313584749,25.601115408774838,0.69380204607468898,0.61107256783573816,1.1250817537494788]
["2019-09-01",32.494675809787871,2.1357712239239506,null,0.64382668779156782,32.531819657160462,6.8270391470821243,4.7048873338614561,31.392741671067689,7.0895223351817629,4.6058370742012151,7.023901538156851,31.392741671067689,0.69657095106064615,0.69657095106064648,1.2381282457530147]
["2019-10-01",37.141665996946074,2.1126551359915502,null,0.64622392395035677,37.141665996946074,7.2359789210227214,1.9883813044626355,34.245545401315717,7.4531879656949975,6.0721274727041035,7.3505269744319799,34.126674779853275,0.69096250330076603,0.69096250330076603,1.2427383152891471]
["2019-11-01",37.825029880616512,2.1126551359915502,null,0.80890966704275402,37.916600072269397,8.1706773866273821,10.367053840701569,36.41877336594721,8.322422275652162,6.3628201742804347,8.2125380456687029,36.41877336594721,0.67003217378010638,0.6873723703899306,1.2427383152891471]
["2019-12-01",41.258912067599688,2.1126551359915502,null,0.86991682070240295,41.32992568561621,9.1122307518201389,1.9883813044626355,39.388886793164588,9.2294032215473951,6.8788524652004952,9.1193321136217893,39.388886793164588,0.75416462333547118,0.70469180278396037]
["2020-01-01",40.905859016434668,3.3513806631709988,null,0.87349815157116462,41.155429916883577,9.4432874998428229,3.9931344071824664,40.169030643680763,9.4623024255913091,8.5448322582267675,9.3719815282859908,40.169030643680763,0.86066307669093522,0.81360113546342738]
["2020-02-01",39.556987721151309,3.4086130877100329,null,0.87349815157116462,39.937911727099632,9.4876348102233425,3.9931344071824664,42.676623976762606,9.5874631704029003,8.2358397148138369,9.4653047822884417,42.676623976762606,0.84354964351729622,0.81360113546342716]
["2020-03-01",35.110088040425381,3.2387496399164606,null,0.87349815157116462,35.223529358811248,9.2376399974794161,3.5166808699618315,35.382347204551458,9.350967874546896,7.7083375843195627,9.2386609693448882,35.359658940874283,0.86306155027966514,0.84468405670115432]
["2020-04-01",29.755134419756811,3.4755699322242757,null,0.86889248305606892,29.99156774847955,8.0174541769881102,3.4755699322242757,29.010369434280182,8.1084810085463612,6.6792415364174005,7.9985395106902919,29.010369434280182,0.79583458448074207,0.76320678511700446]
["2020-05-01",36.598012707369165,3.4755699322242757,null,0.86889248305606892,36.728673231136987,9.893614859700083,3.4755699322242757,35.7225871981247,9.9497988849202503,8.2590517073645273,9.8910016492247266,35.7225871981247,0.81558298935879425,0.83056191180353856]
["2020-06-01",41.672986232806011,3.4755699322242757,null,0.86889248305606892,42.293623720703202,9.9166586248009523,3.4755699322242757,41.300603740067693,10.388343115602819,8.6392738315289108,10.280013663169855,41.300603740067693,0.98083291723679866,0.96119820398332367]
["2020-07-01",43.832877227516782,3.211032959646638,null,0.87677141096734446,43.975210248777714,9.0649054580662742,3.097166542637892,43.997983532179461,9.6797841099135002,8.4067575677557222,9.5328964319722189,43.997983532179461,1.1363868417472858,1.1045042449848359]
["2020-08-01",42.538324510334014,3.0060734090308951,null,0.87677141096734446,42.729186314082014,9.2484472778637041,1.2525305870962065,43.087052196109497,9.865169481224406,8.1915500396091918,9.7685456930769892,43.087052196109497,1.4157174293007413,1.4157174293007415]
["2020-09-01",44.065218940317962,2.755567291611654,null,0.87677141096734446,44.995670233589436,9.8246113479279575,1.2525305870962065,43.421060352668491,10.246893088720393,8.657968572518346,10.14430486920585,43.421060352668491,1.324103763501703,1.3276824223219788]
["2020-10-01",45.225881204439432,2.9285002120491956,null,0.88083795440542212,45.706338270478746,10.265765977706828,1.2583399348648885,44.979932944443107,10.64212401277096,9.4375495114866652,10.53230525481912,44.568112602123698,1.2938022421201718,1.2938022421201711]
["2020-11-01",44.463441598450842,3.0200158436757327,null,0.88083795440542212,44.765443182818409,10.60025561130182,2.4915130710324793,44.293565707244078,10.859473637883992,9.972343983804242,10.758806443094798,43.538561746325151,1.4282158260716491,1.4189041105536475]
["2020-12-01",43.313385126401954,3.0200158436757327,null,10.066719478919108,44.260451498431848,10.887951857462513,3.0200158436757327,43.088208506478765,11.007163009186549,10.066719478919108,10.906495814397358,43.048471455904085,1.624715541163444,1.6006083971481386]

{"sheet":"Wind & PV PPAs vs Gas","index":58,"n_rows":395,"n_cols":14,"rows_kept":395,"cut":false,"hidden":false,"merged":[]}
["Levelized wind and solar PPA prices and levelized gas price projections"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: Berkeley Lab, FERC, EIA"]
["Note: Smallest bubble sizes reflect smallest-volume PPAs (<5 MW), whereas largest reflect largest-volume PPAs (>500 MW)"]
[]
[null,"Levelized Gas","Solar","Wind",null,"Wind","Wind","Wind",null,"Solar","Solar","Solar"]
[null,"Price Projection","Average","Average",null,"PPA","Project","Project",null,"PPA","Project","Project"]
[null,"2020 $/MWh","2020 $/MWh","2020 $/MWh",null,"Date","2020 $/MWh","Capacity",null,"Date","2020 $/MWh","Capacity"]
[2008,60.105505547254054,156.36315354964506,70.27575500423049,null,"2008-01-02",56.923012406049821,24,null,"2008-07-01",150.73040524305304,550]
[2009,57.645366709445859,167.66505290261881,74.32525239641825,null,"2008-01-16",76.190684395732958,200.86666666666667,null,"2008-07-23",131.7706901652578,210]
[2010,56.831713637452907,139.80224439886689,65.501337221657394,null,"2008-02-27",58.75331746620801,81,null,"2008-12-19",168.7879318708772,10]
[2011,46.000092893279344,110.85504435751714,47.776246051538138,null,"2008-02-28",59.996559918016004,100,null,"2009-02-23",132.09678867228317,30]
[2012,44.48750291687616,84.095775597577955,40.114226330171462,null,"2008-03-25",81.780073417114465,106,null,"2009-03-01",159.50239793933142,30]
[2013,43.172493348093433,68.881973681367995,28.72294988216704,null,"2008-04-03",71.61348245307002,100.5,null,"2009-03-05",150.76036112897177,19]
[2014,46.080917299322373,57.271352496484155,26.576140312277484,null,"2008-04-30",62.12072456315844,54,null,"2009-05-01",210.07052991375707,12.6]
[2015,47.091313680367243,46.320372389916763,31.153087190463268,null,"2008-05-28",83.216022898368038,102.9,null,"2009-05-08",142.78340860236398,230]
[2016,39.786087634209842,39.311474209006818,25.560012757022566,null,"2008-05-30",86.844571703881542,40,null,"2009-06-01",131.35468811484361,20]
[2017,38.122661989650886,38.305216705463465,18.357162372438204,null,"2008-05-30",95.421813353647565,10,null,"2009-06-01",201.87617941448411,14]
[2018,34.480123320798825,27.39348315141212,16.665449840085031,null,"2008-05-30",86.21715528181646,38,null,"2009-06-01",227.74991288053741,10.08]
[2019,30.655341488073059,25.955377633079717,23.772756380038665,null,"2008-06-12",136.94413518104969,4.5,null,"2009-06-22",166.37159677334844,48]
[2020,25.677611508468189,24.239546522931825,29.279391199962902,null,"2008-06-12",45.390627736732654,99,null,"2009-08-17",145.58888183815037,250]
[2021,26.593576004355491,null,null,null,"2008-06-15",98.204577542581376,50.25,null,"2009-09-08",194.79262084030665,250]
[null,null,null,null,null,"2008-06-30",98.204577542581376,50.25,null,"2009-11-20",117.45124673431536,21]
[null,null,null,null,null,"2008-07-23",96.346242700452876,63,null,"2009-12-23",133.1772693211324,50]
[null,null,null,null,null,"2008-07-23",64.412591543067336,30,null,"2009-12-24",240.08263936563256,6]
[null,null,null,null,null,"2008-07-28",104.48861828357271,72,null,"2009-12-24",240.08263936563256,19]
[null,null,null,null,null,"2008-08-11",83.818900043197587,76.5,null,"2009-12-24",240.08263936563256,20]
[null,null,null,null,null,"2008-08-14",47.458389013822703,15,null,"2010-01-26",164.2326074511121,50]
[null,null,null,null,null,"2008-08-14",100.23228509726546,265,null,"2010-01-26",164.2326074511121,20]
[null,null,null,null,null,"2008-08-14",101.05469678354312,290,null,"2010-01-26",163.20807880481198,20]
[null,null,null,null,null,"2008-08-14",100.70383842512278,290,null,"2010-02-02",139.12708403650188,50]
[null,null,null,null,null,"2008-08-15",46.878342036987092,50,null,"2010-02-24",141.83064162154119,300]
[null,null,null,null,null,"2008-08-20",94.344673632192183,62.5,null,"2010-03-06",133.81512112509478,40]
[null,null,null,null,null,"2008-09-05",66.118041744794766,99,null,"2010-04-19",106.66165297410052,29]
[null,null,null,null,null,"2008-09-22",63.810599942127126,49.5,null,"2010-04-21",140.64368111356367,66]
[null,null,null,null,null,"2008-09-24",45.077861619937465,40.5,null,"2010-04-29",132.51787215964211,25]
[null,null,null,null,null,"2008-10-07",69.023224586951315,50,null,"2010-05-10",133.21471916752552,125]
[null,null,null,null,null,"2008-10-08",70.509399796765322,50,null,"2010-05-20",160.55576052646407,25.8]
[null,null,null,null,null,"2008-10-17",69.379470786405435,99,null,"2010-06-01",323.5796626050128,32]
[null,null,null,null,null,"2008-11-20",108.52944903964345,101.2,null,"2010-06-01",132.51787215964211,20]
[null,null,null,null,null,"2008-11-21",60.604685322513568,150,null,"2010-06-24",128.07170992260362,23]
[null,null,null,null,null,"2008-12-02",59.006718897226172,100,null,"2010-06-30",100.78435541286747,12]
[null,null,null,null,null,"2008-12-09",67.127253963280353,25,null,"2010-06-30",100.4796315006849,10]
[null,null,null,null,null,"2008-12-12",54.149305943739762,49.5,null,"2010-07-26",134.09801601299415,20]
[null,null,null,null,null,"2008-12-16",72.567230854164293,150.1,null,"2010-07-29",154.49478261403425,150]
[null,null,null,null,null,"2008-12-22",60.878239403269816,79.5,null,"2010-07-29",128.94246662977548,45]
[null,null,null,null,null,"2008-12-22",60.328110508459929,151.80000000000001,null,"2010-08-10",133.64367584916721,30]
[null,null,null,null,null,"2008-12-23",39.333002419833974,18.899999999999999,null,"2010-08-10",193.81673462055173,5.5]
[null,null,null,null,null,"2009-01-28",54.096686710461462,50.4,null,"2010-08-24",114.43455922227665,23]
[null,null,null,null,null,"2009-01-30",62.326818333569648,98.9,null,"2010-09-20",124.46150053332839,62.5]
[null,null,null,null,null,"2009-02-02",52.531045626960342,99,null,"2010-11-10",130.46105532275737,130]
[null,null,null,null,null,"2009-02-05",93.790167848377507,150,null,"2010-11-15",78.974467067086621,14]
[null,null,null,null,null,"2009-02-05",96.546637777069392,51,null,"2010-11-15",77.039295452069126,20]
[null,null,null,null,null,"2009-02-05",96.546637777069392,49.5,null,"2010-12-01",138.7308344812717,9]
[null,null,null,null,null,"2009-02-19",93.813645612669703,49.5,null,"2010-12-01",149.39254830023049,7.65]
[null,null,null,null,null,"2009-03-17",116.48064700663471,8,null,"2010-12-21",124.70222447672158,60]
[null,null,null,null,null,"2009-03-17",119.008017803519,24.75,null,"2010-12-30",110.49071387284506,309]
[null,null,null,null,null,"2009-03-24",88.779981281425322,63,null,"2010-12-30",147.93328369973588,20]
[null,null,null,null,null,"2009-03-31",61.00026383854059,30,null,"2011-01-05",110.72793418415294,270]
[null,null,null,null,null,"2009-03-31",61.00026383854059,12,null,"2011-01-07",123.30544471010373,110]
[null,null,null,null,null,"2009-04-01",50.820436490216174,49.5,null,"2011-01-25",135.50909530311614,26]
[null,null,null,null,null,"2009-04-01",81.103567984827734,96.6,null,"2011-02-07",115.56695260570278,250]
[null,null,null,null,null,"2009-04-10",106.38031175234647,124.5,null,"2011-02-11",114.50864091068806,30]
[null,null,null,null,null,"2009-04-29",69.505420645943374,70,null,"2011-02-11",118.11935828776366,20]
[null,null,null,null,null,"2009-04-30",64.264723297640046,22.5,null,"2011-03-08",94.320488853098709,150]
[null,null,null,null,null,"2009-06-10",75.476846438541102,102.3,null,"2011-06-03",119.61881898299147,110]
[null,null,null,null,null,"2009-06-22",73.47086884534167,205.5,null,"2011-06-03",111.74425078754807,127]
[null,null,null,null,null,"2009-06-30",73.590016459365287,70,null,"2011-06-21",107.10791682952231,150]
[null,null,null,null,null,"2009-06-30",66.180392607771381,51,null,"2011-07-08",126.51001719203325,23]
[null,null,null,null,null,"2009-07-09",86.555445988988964,21,null,"2011-07-14",101.06462360792489,20]
[null,null,null,null,null,"2009-07-09",86.555445988988964,21,null,"2011-07-18",196.32277356984014,6]
[null,null,null,null,null,"2009-07-09",86.555445988988964,22.5,null,"2011-07-21",115.93134912455014,150]
[null,null,null,null,null,"2009-07-30",54.900992388411183,69,null,"2011-09-29",85.827763239709867,250]
[null,null,null,null,null,"2009-08-01",65.438884202162782,100,null,"2011-10-01",137.69097724320744,9]
[null,null,null,null,null,"2009-08-05",75.119361015095805,18.899999999999999,null,"2011-12-01",225.77118960531632,20]
[null,null,null,null,null,"2009-08-05",75.465011914369214,16.8,null,"2011-12-08",108.14725440354329,19]
[null,null,null,null,null,"2009-08-17",105.0755431942145,90,null,"2011-12-20",85.457491161148653,20]
[null,null,null,null,null,"2009-08-26",67.499306700654046,200.2,null,"2011-12-20",114.93490899607748,30]
[null,null,null,null,null,"2009-09-08",56.348780380309648,36,null,"2011-12-20",84.640567540000703,20]
[null,null,null,null,null,"2009-09-25",47.410441492612996,151.80000000000001,null,"2012-01-01",86.332885309072068,15]
[null,null,null,null,null,"2009-09-25",49.530319698973351,129.6,null,"2012-01-01",77.456188894838746,15]
[null,null,null,null,null,"2009-10-01",67.204316894591543,150,null,"2012-02-03",86.715123529504552,200]
[null,null,null,null,null,"2009-10-05",50.013610135574339,99,null,"2012-02-27",76.756972344597386,20]
[null,null,null,null,null,"2009-10-09",77.492352039894442,5,null,"2012-07-03",91.375792663152524,20]
[null,null,null,null,null,"2009-11-02",71.425079141791102,60,null,"2012-07-03",94.207180027618278,20]
[null,null,null,null,null,"2009-11-16",65.106796537331135,50,null,"2012-08-03",87.994188335344091,20]
[null,null,null,null,null,"2009-11-24",76.742274214827162,209.4,null,"2012-08-13",91.287669967063152,20]
[null,null,null,null,null,"2009-11-24",67.436234983954776,150,null,"2012-08-16",89.014281114293723,102]
[null,null,null,null,null,"2009-11-30",115.45899006542261,150,null,"2012-08-29",86.051279361527307,20]
[null,null,null,null,null,"2009-11-30",115.45899006542261,150,null,"2012-08-31",91.646623101480131,250]
[null,null,null,null,null,"2009-11-30",115.34513874628041,150,null,"2012-09-17",83.850645362473855,20]
[null,null,null,null,null,"2009-11-30",115.11494866419031,102,null,"2012-09-17",100.91375636786022,20.8]
[null,null,null,null,null,"2009-11-30",115.11494866419031,168,null,"2012-10-17",86.455760439164152,10]
[null,null,null,null,null,"2009-12-02",99.988286112755361,50,null,"2012-10-25",55.834031725989298,50]
[null,null,null,null,null,"2009-12-09",124.92734679094177,10.25,null,"2012-11-01",71.032712352680903,20]
[null,null,null,null,null,"2009-12-17",126.6534717700346,120,null,"2012-11-15",82.269906456320939,20]
[null,null,null,null,null,"2009-12-28",73.931558000992467,70,null,"2012-12-12",80.77785758242976,250]
[null,null,null,null,null,"2010-01-28",104.79118333129009,151.80000000000001,null,"2012-12-13",83.794134143939033,20]
[null,null,null,null,null,"2010-02-05",54.487017567305827,81,null,"2013-02-04",99.910575839389338,28.8]
[null,null,null,null,null,"2010-02-12",74.070647096359707,198,null,"2013-02-28",80.469870516428358,45]
[null,null,null,null,null,"2010-03-05",110.62514273782257,65.099999999999994,null,"2013-03-22",86.879887243016526,20]
[null,null,null,null,null,"2010-03-29",59.008945060971847,250.2,null,"2013-03-22",85.54537932553805,20]
[null,null,null,null,null,"2010-04-01",60.751921073144793,40.5,null,"2013-03-25",75.769444740106138,20]
[null,null,null,null,null,"2010-04-16",43.112582822033723,102.4,null,"2013-04-10",85.057922213075969,20]
[null,null,null,null,null,"2010-04-19",87.717058245796082,50.4,null,"2013-04-16",62.489022441100744,20]
[null,null,null,null,null,"2010-04-23",50.836606175049667,51,null,"2013-06-01",58.951732971391216,20]
[null,null,null,null,null,"2010-04-29",113.51199643923194,143.5,null,"2013-06-03",66.357227023510106,48]
[null,null,null,null,null,"2010-05-04",79.21753542766055,32.5,null,"2013-06-03",67.24666182926795,40]
[null,null,null,null,null,"2010-05-04",82.616274962603185,20,null,"2013-06-19",152.21295504145908,12]
[null,null,null,null,null,"2010-05-19",60.031177064460294,250.8,null,"2013-07-03",57.237838446182408,50]
[null,null,null,null,null,"2010-06-01",53.175775475896778,36,null,"2013-07-10",58.755227194819881,40]
[null,null,null,null,null,"2010-06-02",116.97119957148352,102,null,"2013-07-10",63.02709190289174,20]
[null,null,null,null,null,"2010-06-03",49.95257133230335,100,null,"2013-07-17",79.572679143973403,20]
[null,null,null,null,null,"2010-06-03",99.263959767390006,36.799999999999997,null,"2013-07-17",79.572679143973403,12]
[null,null,null,null,null,"2010-06-03",94.442532318946988,90,null,"2013-09-06",66.289364787988916,15]
[null,null,null,null,null,"2010-06-04",66.611364057410597,30,null,"2013-09-19",100.71927867926507,20]
[null,null,null,null,null,"2010-06-09",117.96464907456209,150,null,"2013-09-27",63.68742869174033,20]
[null,null,null,null,null,"2010-06-09",120.47786784696733,168,null,"2013-10-09",65.826851632149584,20]
[null,null,null,null,null,"2010-06-09",117.96464907456209,150,null,"2013-10-22",63.919864562878068,20]
[null,null,null,null,null,"2010-06-09",120.47786784696733,132,null,"2013-12-01",81.536047201167648,7.3140000000000001]
[null,null,null,null,null,"2010-06-21",93.305708839735985,81.599999999999994,null,"2013-12-06",67.086289608558801,20]
[null,null,null,null,null,"2010-06-30",56.06344508836672,114,null,"2013-12-19",56.080659271407015,150]
[null,null,null,null,null,"2010-07-07",37.791611969830242,78.2,null,"2014-01-30",68.415203282089777,7]
[null,null,null,null,null,"2010-07-09",56.256328015955518,42.5,null,"2014-02-20",48.858917851208872,10.416]
[null,null,null,null,null,"2010-07-15",45.175345383936602,99.2,null,"2014-03-17",63.180457509835378,20]
[null,null,null,null,null,"2010-07-21",81.186407037252465,99.2,null,"2014-03-26",59.117106335814285,26.66]
[null,null,null,null,null,"2010-07-22",114.3028801495829,102.5,null,"2014-04-01",64.795620429104886,10.3]
[null,null,null,null,null,"2010-08-10",90.723687408269853,110.4,null,"2014-05-01",43.767792548438244,157.5]
[null,null,null,null,null,"2010-08-16",56.246815253283835,199.8,null,"2014-05-27",62.709645900907255,30]
[null,null,null,null,null,"2010-08-20",123.8321127827617,49,null,"2014-06-01",65.584586687195227,20]
[null,null,null,null,null,"2010-09-01",71.645720706090543,79.2,null,"2014-06-12",56.862090410214812,30]
[null,null,null,null,null,"2010-09-08",81.922537313841445,55.2,null,"2014-07-18",54.488431930163024,93.6]
[null,null,null,null,null,"2010-09-17",35.147290368598483,148.80000000000001,null,"2014-07-23",57.445227719825162,75]
[null,null,null,null,null,"2010-09-22",44.202155233073476,80,null,"2014-07-24",57.237838446182408,56]
[null,null,null,null,null,"2010-10-11",112.0617461575188,49.8,null,"2014-07-24",57.801671239864994,56]
[null,null,null,null,null,"2010-10-18",111.25566624577453,31.68,null,"2014-08-19",60.435827572850741,105]
[null,null,null,null,null,"2010-11-05",39.593117740197947,161,null,"2014-08-25",60.413994299557807,60]
[null,null,null,null,null,"2010-11-12",65.917686713317963,99,null,"2014-09-03",50.300759013700436,60]
[null,null,null,null,null,"2010-12-06",34.013121715447106,201,null,"2014-09-04",46.394199879092604,52]
[null,null,null,null,null,"2010-12-09",28.632787499726287,167.89999999999998,null,"2014-09-04",55.602064898828651,120]
[null,null,null,null,null,"2010-12-17",103.79292341306881,78.2,null,"2014-10-03",59.119498661006418,30]
[null,null,null,null,null,"2010-12-17",56.384403719791948,50,null,"2014-10-08",52.771120878494436,101.3]
[null,null,null,null,null,"2010-12-17",98.15490292826027,78.2,null,"2014-10-08",53.536803141567646,51]
[null,null,null,null,null,"2010-12-17",53.662647998558647,38.46,null,"2014-10-08",53.480099150466707,76.5]
[null,null,null,null,null,"2010-12-22",44.740896081959121,27.3,null,"2014-10-08",57.161714082591537,30]
[null,null,null,null,null,"2010-12-23",65.727517690368828,28.5,null,"2014-10-08",59.677318061680054,80]
[null,null,null,null,null,"2010-12-23",54.187171407941754,48,null,"2014-10-08",57.739825309035687,103]
[null,null,null,null,null,"2010-12-23",72.382672402504198,34.200000000000003,null,"2014-10-20",56.493812622583903,40]
[null,null,null,null,null,"2011-02-01",103.06945612416608,257.60000000000002,null,"2014-10-21",61.907402122835911,11.4]
[null,null,null,null,null,"2011-03-10",65.457742860967031,100,null,"2014-10-22",56.284968605507231,20]
[null,null,null,null,null,"2011-04-06",101.40185189843318,155.1,null,"2014-10-22",56.284968605507231,20]
[null,null,null,null,null,"2011-04-20",33.065045689872562,100.8,null,"2014-10-22",56.284968605507231,15]
[null,null,null,null,null,"2011-05-05",62.914763766440196,165.6,null,"2014-10-22",56.284968605507231,20]
[null,null,null,null,null,"2011-05-06",31.192021132478157,131.1,null,"2014-10-22",49.75052347232684,20]
[null,null,null,null,null,"2011-05-13",68.545597414310677,214.4,null,"2014-10-22",66.204418256468799,14.7]
[null,null,null,null,null,"2011-05-16",30.274921558519669,150.36000000000001,null,"2014-10-22",64.205975300163885,19.5]
[null,null,null,null,null,"2011-05-16",21.838304823647817,108,null,"2014-10-22",64.221962843814296,19.5]
[null,null,null,null,null,"2011-05-20",53.024651842202331,115,null,"2014-10-24",66.358400650790671,100]
[null,null,null,null,null,"2011-06-07",37.116123351645548,202,null,"2014-11-07",70.538122536140165,40]
[null,null,null,null,null,"2011-06-21",47.297250007294018,40,null,"2014-11-07",70.538122536140165,50]
[null,null,null,null,null,"2011-06-27",33.64955650486484,200,null,"2014-11-13",61.572303047617183,30]
[null,null,null,null,null,"2011-06-28",61.75576217698169,104.4,null,"2014-11-18",48.830035442316934,45]
[null,null,null,null,null,"2011-06-29",80.363175484659322,20,null,"2014-12-09",59.057242591198218,130]
[null,null,null,null,null,"2011-07-06",40.731384444741934,199.92,null,"2015-02-01",57.600630794613295,80]
[null,null,null,null,null,"2011-07-15",82.502634669368931,162,null,"2015-03-02",101.09010539785217,6]
[null,null,null,null,null,"2011-07-28",85.316927478577,102.5,null,"2015-03-02",42.28745952619294,25]
[null,null,null,null,null,"2011-08-03",58.798670684167135,120,null,"2015-03-03",62.332700687839001,62.25]
[null,null,null,null,null,"2011-08-08",46.381045225426988,42,null,"2015-03-04",37.458763505044814,70]
[null,null,null,null,null,"2011-08-15",34.021940596985743,200,null,"2015-03-04",37.935103326056911,70]
[null,null,null,null,null,"2011-08-17",42.115547677408209,50,null,"2015-03-05",83.888269051173253,10.5]
[null,null,null,null,null,"2011-08-17",42.143380098251185,37.5,null,"2015-03-23",68.103525983807629,20]
[null,null,null,null,null,"2011-08-30",26.405413045143508,100.8,null,"2015-03-25",47.094906283521681,30]
[null,null,null,null,null,"2011-09-07",27.954885054579101,104,null,"2015-04-03",47.40774316126852,81]
[null,null,null,null,null,"2011-09-12",36.314450818220529,92.34,null,"2015-04-03",45.326870679638063,54]
[null,null,null,null,null,"2011-09-12",40.824088501528948,201.6,null,"2015-04-14",63.489127014754814,6.8]
[null,null,null,null,null,"2011-09-13",69.837806499042372,100.65,null,"2015-04-17",52.965297415203587,20]
[null,null,null,null,null,"2011-10-01",37.301326978269636,48,null,"2015-04-30",44.735214561102765,50.6]
[null,null,null,null,null,"2011-11-03",27.372659047671092,98.9,null,"2015-04-30",59.722529013623841,52]
[null,null,null,null,null,"2011-11-03",29.05410715809349,100.8,null,"2015-05-27",66.610994609562795,4.9000000000000004]
[null,null,null,null,null,"2011-11-08",30.115913465613509,59.8,null,"2015-06-01",74.008822429787401,3.6]
[null,null,null,null,null,"2011-11-16",54.737096668975575,39.9,null,"2015-06-05",41.944134525586627,100]
[null,null,null,null,null,"2011-11-16",77.92265804538863,49.5,null,"2015-06-09",67.583307312300008,80]
[null,null,null,null,null,"2011-11-28",79.062791105423699,20.65,null,"2015-06-19",44.134615754345361,100]
[null,null,null,null,null,"2011-12-09",38.517832682980305,75,null,"2015-06-23",49.033058139570798,46]
[null,null,null,null,null,"2011-12-13",30.920836837249816,79.599999999999994,null,"2015-06-25",54.667308533996064,100.815]
[null,null,null,null,null,"2011-12-13",30.106950904211384,201.25,null,"2015-06-30",61.052519690941047,7.06]
[null,null,null,null,null,"2011-12-15",30.912379572320535,49.2,null,"2015-07-01",63.828030799805845,13]
[null,null,null,null,null,"2011-12-20",64.138650125266793,110.4,null,"2015-07-01",65.787773692141485,20]
[null,null,null,null,null,"2011-12-20",66.564325215494506,30.4,null,"2015-07-01",130.3379195325974,27.6]
[null,null,null,null,null,"2011-12-20",31.411643771174436,78.400000000000006,null,"2015-07-15",51.949427114259713,125]
[null,null,null,null,null,"2011-12-22",47.129666696880157,14.4,null,"2015-07-16",48.894875077160599,150]
[null,null,null,null,null,"2012-01-19",34.121342808022099,310.39999999999998,null,"2015-07-21",46.301790704643444,20]
[null,null,null,null,null,"2012-02-07",44.554636635005956,21,null,"2015-08-05",45.015431742091714,30]
[null,null,null,null,null,"2012-02-15",28.957609101551462,30.400000000000002,null,"2015-08-09",41.037667287295541,30]
[null,null,null,null,null,"2012-02-17",93.253317445674014,50,null,"2015-08-12",50.141477338304576,10]
[null,null,null,null,null,"2012-02-28",30.939246757770526,91,null,"2015-08-16",50.141477338304576,10]
[null,null,null,null,null,"2012-03-13",30.920836837249816,51.2,null,"2015-08-28",51.021198302627944,150]
[null,null,null,null,null,"2012-03-17",38.09250064461947,202,null,"2015-09-03",74.94414326883394,10.88]
[null,null,null,null,null,"2012-03-29",32.446281105620244,48,null,"2015-09-23",43.262990790301664,52]
[null,null,null,null,null,"2012-04-11",45.158478923358579,54,null,"2015-09-23",46.990511788790016,52]
[null,null,null,null,null,"2012-05-27",58.172694921312548,69,null,"2015-09-24",41.174060435802566,25]
[null,null,null,null,null,"2012-08-31",47.492678108894175,100.3,null,"2015-09-28",19.778630902171695,46.2]
[null,null,null,null,null,"2012-11-01",53.586247327974377,50,null,"2015-09-28",19.778630902171695,71.400000000000006]
[null,null,null,null,null,"2012-12-14",54.817336060406163,15,null,"2015-10-01",36.023112379555428,118.5]
[null,null,null,null,null,"2013-01-16",29.577970444467137,74.8,null,"2015-10-01",33.477572124902736,170]
[null,null,null,null,null,"2013-02-07",29.303778186356979,200.6,null,"2015-10-01",57.924836416673124,146]
[null,null,null,null,null,"2013-04-16",47.535362182688345,74.8,null,"2015-10-08",49.010809364136549,55]
[null,null,null,null,null,"2013-05-06",29.967542570003474,62.4,null,"2015-10-09",42.594166446248039,154.27199999999999]
[null,null,null,null,null,"2013-05-24",86.008887873794677,39,null,"2015-11-05",51.509220855443289,85]
[null,null,null,null,null,"2013-06-01",22.745361749503143,200,null,"2015-11-06",44.588438658721486,54]
[null,null,null,null,null,"2013-06-01",22.277246384736461,200,null,"2015-11-09",38.427662113827445,72]
[null,null,null,null,null,"2013-06-05",46.892794937082272,200,null,"2015-11-10",43.767792548438244,30]
[null,null,null,null,null,"2013-06-15",21.665140552344837,199,null,"2015-11-20",43.98172496666524,86]
[null,null,null,null,null,"2013-06-15",24.063037459841141,250,null,"2015-11-30",46.098955607192714,50]
[null,null,null,null,null,"2013-06-21",30.916633888230344,102.4,null,"2015-12-17",41.818229045460882,90]
[null,null,null,null,null,"2013-06-28",55.784609073057268,80,null,"2015-12-18",51.162849398788495,20]
[null,null,null,null,null,"2013-07-02",51.880430538503461,50.4,null,"2015-12-18",51.093216616311146,20]
[null,null,null,null,null,"2013-07-02",24.903997205049748,200,null,"2015-12-18",51.141886988856733,20]
[null,null,null,null,null,"2013-07-07",55.784609073057268,80,null,"2015-12-18",50.756371673595154,20]
[null,null,null,null,null,"2013-07-08",21.269819951821393,100,null,"2016-01-06",29.293350022390079,26]
[null,null,null,null,null,"2013-07-10",23.255638596790234,249.9,null,"2016-04-12",48.359508107162696,8.16]
[null,null,null,null,null,"2013-07-17",24.259368851391763,150,null,"2016-04-12",45.569536485595599,20.399999999999999]
[null,null,null,null,null,"2013-07-24",26.901339916041749,205.7,null,"2016-05-19",34.67772775209999,100]
[null,null,null,null,null,"2013-08-12",50.204863300420335,20,null,"2016-08-04",41.140252095784604,20]
[null,null,null,null,null,"2013-08-20",56.998530557856519,147.6,null,"2016-08-26",51.742532229059023,60]
[null,null,null,null,null,"2013-08-20",55.930621852467659,184.8,null,"2016-08-29",43.121074921820487,20]
[null,null,null,null,null,"2013-09-11",31.404243786066861,60,null,"2016-09-15",41.916756392770139,100]
[null,null,null,null,null,"2013-10-09",21.285494321013577,198.9,null,"2016-09-20",42.229509925432794,100]
[null,null,null,null,null,"2013-10-10",19.943915983979654,200,null,"2016-09-22",148.59216507300721,24.9]
[null,null,null,null,null,"2013-10-10",19.943915983979654,199.8,null,"2016-11-18",34.215656101061867,150]
[null,null,null,null,null,"2013-10-10",21.244638621989274,200,null,"2016-11-18",34.527728451375609,80]
[null,null,null,null,null,"2013-10-17",22.181784799589401,400,null,"2016-12-13",41.030388206814315,7.8]
[null,null,null,null,null,"2013-10-25",56.238471879198116,19.8,null,"2016-12-15",31.780265356808343,200]
[null,null,null,null,null,"2013-11-01",30.875157527899727,249.2,null,"2017-01-03",51.827858787554909,7.2]
[null,null,null,null,null,"2013-11-06",24.508085204705921,106,null,"2017-01-12",98.622023783768952,14.7]
[null,null,null,null,null,"2013-11-06",24.508085204705921,172,null,"2017-01-12",90.244295980974869,45.9]
[null,null,null,null,null,"2013-11-18",88.74226213032378,34.200000000000003,null,"2017-01-17",39.191137067944162,60]
[null,null,null,null,null,"2013-11-18",24.405766469462524,201.6,null,"2017-01-31",36.45492387680337,20]
[null,null,null,null,null,"2013-12-11",50.216358187354054,51,null,"2017-03-23",32.883550906071989,17]
[null,null,null,null,null,"2013-12-20",20.654668973414488,98,null,"2017-03-31",95.016747732411872,49]
[null,null,null,null,null,"2013-12-27",29.55367376218712,149.6,null,"2017-04-01",52.293536717959299,56]
[null,null,null,null,null,"2014-01-21",20.702645567647082,100.3,null,"2017-05-25",72.994559706420489,78.400000000000006]
[null,null,null,null,null,"2014-01-23",32.567688594668887,78.2,null,"2017-05-25",67.918921494659983,49.36]
[null,null,null,null,null,"2014-01-24",22.280519452212992,99,null,"2017-05-26",37.796058305015308,52.5]
[null,null,null,null,null,"2014-02-27",26.751717502699726,299.7,null,"2017-06-01",28.163132895730779,40]
[null,null,null,null,null,"2014-06-11",23.150612765318755,150,null,"2017-06-07",29.778494773970234,50]
[null,null,null,null,null,"2014-07-01",38.024301212336304,175,null,"2017-06-19",28.197735863712953,100]
[null,null,null,null,null,"2014-08-01",23.243587113773852,100,null,"2017-06-20",89.379340720694074,19.59]
[null,null,null,null,null,"2014-08-01",35.115864848816912,115.99999999999999,null,"2017-06-20",82.199530700630405,19.579999999999998]
[null,null,null,null,null,"2014-08-14",63.900245235642004,30,null,"2017-06-20",81.657555772933861,19.579999999999998]
[null,null,null,null,null,"2014-09-11",66.578930928693779,42.95,null,"2017-06-20",83.372449066471816,19.600000000000001]
[null,null,null,null,null,"2014-09-24",41.380647139600761,140,null,"2017-06-26",48.571262294455771,5]
[null,null,null,null,null,"2014-10-30",25.567945825151206,100,null,"2017-07-28",82.810125854171091,8.4]
[null,null,null,null,null,"2014-12-01",20.806832368540444,200,null,"2017-07-28",82.179381069773541,8.4]
[null,null,null,null,null,"2014-12-01",24.401825622653448,150,null,"2017-08-08",48.292314630589125,252.32]
[null,null,null,null,null,"2014-12-01",23.923358845826087,150,null,"2017-09-23",29.921601342795071,200]
[null,null,null,null,null,"2014-12-17",21.981066403894886,100,null,"2017-09-26",28.853208000148282,62.5]
[null,null,null,null,null,"2014-12-17",21.822597405917431,73.5,null,"2017-09-26",28.330443857538935,50]
[null,null,null,null,null,"2014-12-31",22.313843629222902,50,null,"2017-10-06",27.837441245399287,25]
[null,null,null,null,null,"2015-03-24",32.59788715847224,78,null,"2017-10-06",27.837441245399287,25]
[null,null,null,null,null,"2015-04-07",26.780163248572393,300,null,"2017-10-30",30.354217944465031,50]
[null,null,null,null,null,"2015-04-24",20.39965747321277,208.27,null,"2017-11-13",26.472002052703704,150]
[null,null,null,null,null,"2015-05-01",23.100914450452869,20,null,"2017-11-13",25.195773066395212,200]
[null,null,null,null,null,"2015-05-01",41.716177272730242,149,null,"2017-12-08",19.553065269533572,45]
[null,null,null,null,null,"2015-05-04",31.232436337012267,20,null,"2017-12-14",20.186253695552864,150]
[null,null,null,null,null,"2015-05-22",28.722613859912581,200.91,null,"2017-12-15",34.794246771244183,50]
[null,null,null,null,null,"2015-06-09",28.383561154662143,36,null,"2018-01-05",23.890496019348575,50]
[null,null,null,null,null,"2015-07-08",42.962216748381785,208,null,"2018-01-09",27.796971717218621,30]
[null,null,null,null,null,"2015-07-24",82.673739636706316,80,null,"2018-01-29",23.842103648585827,57.5]
[null,null,null,null,null,"2015-08-07",45.18363237885805,324,null,"2018-01-29",26.339422380337645,120]
[null,null,null,null,null,"2015-09-15",31.232436337012267,25,null,"2018-02-01",36.788433526466406,10]
[null,null,null,null,null,"2015-09-15",39.79320131594627,100.05,null,"2018-02-21",45.705585928787485,106.688]
[null,null,null,null,null,"2015-09-17",32.557938614264465,98,null,"2018-04-16",158.18619819742358,6.3]
[null,null,null,null,null,"2015-10-01",47.900651351057917,200,null,"2018-05-07",30.171215499609822,100]
[null,null,null,null,null,"2015-10-09",77.032121679590645,30,null,"2018-05-16",29.722613228308674,74.5]
[null,null,null,null,null,"2015-10-16",29.479431939396001,198,null,"2018-05-16",29.722613228308674,74.5]
[null,null,null,null,null,"2015-10-27",20.587385639628291,149.03,null,"2018-05-30",18.93389544428695,300]
[null,null,null,null,null,"2015-11-09",20.262741022967429,64.8,null,"2018-05-30",21.688107514517633,250]
[null,null,null,null,null,"2015-11-19",42.955799734929244,100.8,null,"2018-05-30",24.329272480262663,50]
[null,null,null,null,null,"2015-11-20",19.008280958597538,199.8,null,"2018-06-01",59.320469530373586,5.6814814814814811]
[null,null,null,null,null,"2015-12-04",20.565734715097317,99.1,null,"2018-06-06",24.63753916920032,60]
[null,null,null,null,null,"2015-12-16",31.016242644619847,149.5,null,"2018-06-08",21.498338798626406,30]
[null,null,null,null,null,"2015-12-18",27.651960601819756,29.9,null,"2018-06-13",19.657140528549462,58]
[null,null,null,null,null,"2015-12-23",18.855004721677105,206.55,null,"2018-06-13",23.230426115312707,122]
[null,null,null,null,null,"2016-01-08",23.794213703337931,200,null,"2018-06-27",40.449710166509554,42]
[null,null,null,null,null,"2016-01-19",18.692494734228834,200,null,"2018-07-10",27.819560277691508,35]
[null,null,null,null,null,"2016-02-01",33.934820027723717,75,null,"2018-08-10",42.869422304828973,40]
[null,null,null,null,null,"2016-02-01",35.35420564045279,25,null,"2018-08-22",25.128148653334357,50]
[null,null,null,null,null,"2016-02-02",31.232436337012267,7,null,"2018-08-22",25.128148653334357,50]
[null,null,null,null,null,"2016-03-03",20.933925939985446,99.25,null,"2018-08-23",28.234842882276205,86]
[null,null,null,null,null,"2016-03-04",22.913806500910219,149.72999999999999,null,"2018-08-31",22.639206198491404,102.5]
[null,null,null,null,null,"2016-05-12",43.013883150512996,7.2,null,"2018-09-20",21.553667958426082,100]
[null,null,null,null,null,"2016-05-31",37.774469842003612,119.7,null,"2018-10-01",42.852437401430905,10.5]
[null,null,null,null,null,"2016-05-31",19.251316018088946,140,null,"2018-10-01",21.502748501784545,20]
[null,null,null,null,null,"2016-07-18",52.308499166660575,46,null,"2018-10-18",30.718212145406518,144]
[null,null,null,null,null,"2016-07-26",25.426754157336561,199.2,null,"2018-10-18",36.628212164999013,13]
[null,null,null,null,null,"2016-08-11",34.770257494726856,75.400000000000006,null,"2018-11-01",37.52097475180009,70]
[null,null,null,null,null,"2016-10-28",17.330024361913683,216.44,null,"2018-12-11",25.898636445257807,250]
[null,null,null,null,null,"2016-10-28",17.059643642990501,199.52,null,"2019-02-01",43.112426945720763,4.5999999999999996,null,"x"]
[null,null,null,null,null,"2016-11-01",42.228258824892194,49.5,null,"2019-03-21",26.984775407987811,160]
[null,null,null,null,null,"2016-11-11",44.976367659538923,298.2,null,"2019-03-22",19.70752477461863,120]
[null,null,null,null,null,"2016-12-01",31.878837596582066,79.75,null,"2019-05-30",19.071621426276664,50]
[null,null,null,null,null,"2016-12-05",18.315551091456566,40.590000000000003,null,"2019-07-25",24.156762396383648,17.5]
[null,null,null,null,null,"2016-12-05",41.075397671155812,43.2,null,"2019-08-08",21.942745109630554,66]
[null,null,null,null,null,"2016-12-06",20.895390312497462,27,null,"2019-08-19",37.39622146341349,100]
[null,null,null,null,null,"2016-12-15",20.078597512989983,200,null,"2019-09-19",38.777295030006421,9.3076923076923066]
[null,null,null,null,null,"2017-01-01",40.719111448551018,66,null,"2019-09-22",32.285061716365227,88]
[null,null,null,null,null,"2017-01-27",16.198310702149421,100.05,null,"2019-09-22",31.610056714493975,90]
[null,null,null,null,null,"2017-02-09",38.812041049002723,128.69999999999999,null,"2019-09-22",31.610056714493975,70]
[null,null,null,null,null,"2017-02-17",36.407247414574982,200.8,null,"2019-10-17",12.10987967969443,100]
[null,null,null,null,null,"2017-03-07",18.389158655220058,231.05,null,"2019-11-19",21.502748501784545,25]
[null,null,null,null,null,"2017-03-07",13.849645682600899,216.2,null,"2019-11-21",22.970381055510039,100]
[null,null,null,null,null,"2017-03-13",16.192389038001235,106.7,null,"2019-12-20",42.776392864564386,50]
[null,null,null,null,null,"2017-03-14",13.475243284764284,15,null,"2020-06-01",24.24390911915167,150]
[null,null,null,null,null,"2017-05-05",13.475243284764284,2.38,null,"2020-08-24",42.374031082751635,50]
[null,null,null,null,null,"2017-05-17",19.356247417730852,100,null,"2020-10-01",18.816870408402647,130]
[null,null,null,null,null,"2017-06-06",14.740350067279406,15.59,null,"2020-12-30",36.656531584057248,7.5]
[null,null,null,null,null,"2017-06-09",11.398679034885946,160]
[null,null,null,null,null,"2017-06-20",23.408916219045636,75]
[null,null,null,null,null,"2017-07-07",23.169058036276343,132]
[null,null,null,null,null,"2017-07-19",13.691192696379105,16.100000000000001]
[null,null,null,null,null,"2017-07-21",28.263756957512864,100]
[null,null,null,null,null,"2017-08-01",22.383773361437257,200]
[null,null,null,null,null,"2017-08-11",39.54043051249333,48.8]
[null,null,null,null,null,"2017-08-11",34.937907601920976,102.5]
[null,null,null,null,null,"2017-09-01",18.111371783912421,242]
[null,null,null,null,null,"2017-09-26",23.695375592209835,30]
[null,null,null,null,null,"2017-10-01",22.994181562751109,98]
[null,null,null,null,null,"2017-10-02",18.781011965773597,29.875]
[null,null,null,null,null,"2017-10-12",11.781165389528949,243.8]
[null,null,null,null,null,"2017-10-16",22.146231599814218,103.5]
[null,null,null,null,null,"2017-11-15",20.028065520645583,211.66]
[null,null,null,null,null,"2017-11-17",9.5735759509783112,100]
[null,null,null,null,null,"2017-11-17",11.797371272751082,83]
[null,null,null,null,null,"2017-11-17",12.937637641121093,200]
[null,null,null,null,null,"2017-12-20",23.541249776859736,166]
[null,null,null,null,null,"2017-12-21",23.82229373414533,50]
[null,null,null,null,null,"2018-01-10",11.797371272751082,97]
[null,null,null,null,null,"2018-01-22",14.451141443388277,226.56]
[null,null,null,null,null,"2018-01-22",22.148970683880492,216.6]
[null,null,null,null,null,"2018-03-13",20.677460066440915,79.900000000000006]
[null,null,null,null,null,"2018-04-20",11.981416881417509,301.02]
[null,null,null,null,null,"2018-07-22",27.218668407507714,45.36]
[null,null,null,null,null,"2018-07-22",27.384461480789241,80.64]
[null,null,null,null,null,"2018-08-20",16.450207132755494,250.4]
[null,null,null,null,null,"2018-08-31",38.511861398298194,97.2]
[null,null,null,null,null,"2018-10-05",41.433066410445562,21.6]
[null,null,null,null,null,"2018-10-19",13.069103565233743,199.4]
[null,null,null,null,null,"2018-10-22",8.5969574644281259,299.36]
[null,null,null,null,null,"2018-11-19",12.375051178578039,161]
[null,null,null,null,null,"2018-11-21",10.018648988555777,250]
[null,null,null,null,null,"2018-12-05",14.651284865999621,171]
[null,null,null,null,null,"2018-12-31",38.083522072994207,21.6]
[null,null,null,null,null,"2019-01-03",26.871763266064466,398.6]
[null,null,null,null,null,"2019-01-08",18.718328977302523,236.5]
[null,null,null,null,null,"2019-01-11",41.004945754545908,136.80000000000001]
[null,null,null,null,null,"2019-01-22",22.819243308016254,102]
[null,null,null,null,null,"2019-02-06",14.924073103524972,134.08000000000001]
[null,null,null,null,null,"2019-02-11",27.812287504319212,199.54]
[null,null,null,null,null,"2019-03-07",25.379355955711969,144]
[null,null,null,null,null,"2019-05-16",12.173188641622515,160]
[null,null,null,null,null,"2019-05-21",22.069493686661783,96.7]
[null,null,null,null,null,"2019-06-05",27.759337531919751,104]
[null,null,null,null,null,"2019-07-08",14.475115305883898,200]
[null,null,null,null,null,"2019-08-21",35.830983056289881,72.599999999999994]
[null,null,null,null,null,"2019-09-22",42.898863585531018,76.8]
[null,null,null,null,null,"2019-10-03",35.311874665289601,300]
[null,null,null,null,null,"2019-10-17",11.399630980771624,90]
[null,null,null,null,null,"2019-10-17",14.106200170732937,110.00000000000001]
[null,null,null,null,null,"2019-11-25",19.846774239237334,100]
[null,null,null,null,null,"2019-12-20",41.30837087802464,14.4]
[null,null,null,null,null,"2020-04-15",31.199212336773915,56.2]
[null,null,null,null,null,"2020-04-16",39.363194706328031,50.1]
[null,null,null,null,null,"2020-05-27",15.202608678622438,172.54842630833929]
[null,null,null,null,null,"2020-05-27",12.061949999505819,26.321573691660728]
[null,null,null,null,null,"2020-06-04",33.852826142196683,331]

{"sheet":"Recent Wind PPAs v Gas Forecast","index":59,"n_rows":35,"n_cols":22,"rows_kept":35,"cut":false,"hidden":false,"merged":[]}
["Wind PPA prices and natural gas fuel cost projections by calendar year over time"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: Berkeley Lab, FERC, EIA"]
[]
[]
[null,null,2021,null,null,null,2025,null,null,null,null,2030,null,null,null,null,2035,null,null,null,null,2040]
["Aggregate wind PPA prices among 39 PPAs executed 2018-2020 (2020 $/MWh)"]
[null,"10th Percentile",13.337329956772923,13.203475183407106,13.033295749680715,12.817949827169258,12.556357297770834,12.264363493751089,11.960590182968613,11.653632648369149,11.354409298868678,11.067862070411575,10.797272157090669,10.689139559579125,10.391922267578639,10.137283039208329,9.8673956237845637,9.624054627513889,9.4210636366161928,9.2274594572368365,9.124357055855123,8.8899447811260259]
[null,"50th Percentile (Median)",23.004964527606045,23.106619530170594,22.433943896807151,22.063273389760116,21.612999549508171,21.110396620563286,20.58751786891612,20.059158178307914,19.89081326900881,19.683847692232053,19.58634442830753,20.831919302312286,19.635966148903648,19.39436048707995,16.966957581619379,14.899388260470802,13.651585825191772,13.371043821352547,14.003125057021014,12.82861114495331]
[null,"90th Percentile",43.997949587330304,43.203993060691566,42.531428762877816,41.828692483537552,40.975040096398025,40.022179521959536,39.815499379999174,38.7936712476438,38.026258063559013,37.271472137306318,36.360249685236028,35.798275713771204,35.518636923219795,35.48422032193821,36.090437396164688,36.210050088405758,36.294605676714362,36.378011585719804,36.562559037639197,36.789379475148017]
[null,"Diff",{"$f":"C29-C27","v":30.660619630557381},30.000517877284459,29.498133013197101,29.010742656368294,28.418682798627191,27.757816028208445,27.854909197030562,27.140038599274654,26.671848764690335,26.203610066894743,25.56297752814536,25.109136154192079,25.126714655641155,25.346937282729883,26.223041772380125,26.585995460891869,26.873542040098169,27.150552128482968,27.438201981784076,27.899434694021991]
["AEO 2021 Gas Price Projection (converted from $/MMBtu to 2020 $/MWh using the heat rates implied by the modeling output)"]
[null,"Min",27.134310356860979,26.515012668032639,23.075582159074155,20.49039765601875,20.091388110087916,19.937087399318742,20.155980269494513,20.390143557741084,21.017508619917166,21.408221865216618,21.593436092298674,21.664835484494862,21.845306919937773,21.76947689168729,21.572192060228694,21.498992791733485,21.285620495229303,21.072807108861323,20.836312256504119,20.687342324257497]
[null,"Reference Case",27.134310356860979,27.82874155818325,25.844578595405931,24.048824184208051,24.487188790712739,24.869221151093409,25.016243979225987,25.731552800502918,26.436621168810191,26.604822023414506,26.521566964140607,26.830428372002213,27.258081914430875,27.448241178216172,27.389605846644532,27.361111865217552,27.167534190447395,27.327541256002089,27.287903045014822,27.234865101594668]
[null,"Max",28.077597117382897,31.258152469876471,30.977735743013522,30.507664823668733,32.740076628761649,34.754305791953612,36.218076048527358,37.125000192395618,38.054748009224696,39.079573536101343,40.031521238382126,41.081335801236285,42.342528962685272,43.171422617414521,43.576419301943758,44.128663657163628,44.438911498606181,44.931621878916893,45.658185636728184,46.170980118191515]
[null,"Diff",{"$f":"C34-C32","v":0.94328676052191796},4.7431398018438315,7.9021535839393664,10.017267167649983,12.648688518673733,14.817218392634871,16.062095779032845,16.734856634654534,17.03723938930753,17.671351670884725,18.438085146083452,19.416500316741423,20.497222042747499,21.401945725727231,22.004227241715064,22.629670865430143,23.153291003376879,23.85881477005557,24.821873380224066,25.483637793934019]

{"sheet":"Market Value and PPAs over Time","index":60,"n_rows":41,"n_cols":15,"rows_kept":41,"cut":false,"hidden":false,"merged":[]}
["Regional wholesale market value of wind and average levelized long-term wind PPA prices over time"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: Berkeley Lab, ABB, ISOs"]
[null,null,null,null,null,null,null,null,null,null,"(All in 2020$)"]
["Wholesale market value: energy and capacity",null,null,null,null,null,null,null,null,null,"Levelized","10th","90th","negative ","positive "]
["2020 $/MWh","MISO","CAISO","SPP","NYISO","PJM","ISO-NE","ERCOT",null,null,"PPA Price","Percentile","Percentile","error","error"]
[2008,45.913671063531503,null,61.699562862422702,null,59.5290027400751,null,36.963272796788303,null,null,70.27575500423049,47.400384316139146,100.73892426096482,22.875370688091344,30.463169256734332]
[2009,23.846815777735198,null,32.616081055247498,null,40.376465940228101,null,20.197846173453101,null,null,74.32525239641825,53.783558493761241,115.45899006542261,20.541693902657009,41.133737669004361]
[2010,23.513895367361201,null,35.423136430255497,null,41.314512202892999,null,26.080114700822001,null,null,65.501337221657394,43.112582822033723,116.97119957148352,22.388754399623672,51.46986234982613]
[2011,19.668614031733799,32.1313732237303,35.044679793538499,40.889507423692002,39.446515006690802,51.262659784617298,25.107663289364599,null,null,47.776246051538138,29.26467590731707,80.103098608812203,18.511570144221068,32.326852557274066]
[2012,16.403160644873498,34.571103039571703,33.143289364684797,31.0516587013318,32.394471420378501,43.081317784999598,18.4684814885617,null,null,40.114226330171462,30.924518821353956,57.501623149131277,9.1897075088175058,17.387396818959814]
[2013,19.789032052507402,40.595039826674302,27.400665264767699,41.748624227362498,34.168360415471803,62.713502835659199,27.903587586822098,null,null,28.72294988216704,21.259747419888544,56.053761863159842,7.4632024622784954,27.330811980992802]
[2014,22.627456827884998,46.672608169247397,27.513999872554599,47.242316956604803,42.891077550500199,70.293766647549802,32.657569617026702,null,null,26.576140312277484,21.517867894704334,48.136526568413146,5.0582724175731499,21.560386256135661]
[2015,16.513548172108798,29.913407338730199,23.430017617106198,28.878297097460401,32.172678033185299,45.4378905960046,20.6198629324089,null,null,31.153087190463268,20.317507603065565,46.813843762177974,10.835579587397703,15.660756571714707]
[2016,17.6419676323641,29.979794018941899,20.4563686276569,19.606372365150399,26.905348263286999,29.347162948772102,16.962158569379,null,null,25.560012757022566,18.353245455733791,42.935320717950916,7.2067673012887745,17.37530796092835]
[2017,19.930099852563298,31.550615740462401,17.368548078002199,21.967371711521199,27.443289241028602,32.560893752742601,16.834517309107898,null,null,18.357162372438204,11.797371272751082,36.407247414574982,6.5597910996871214,18.050085042136779]
[2018,22.3913498548207,37.819243445036697,22.256784651965798,28.4773883454315,34.352350095985699,46.488804472015197,18.7330568791483,null,null,16.665449840085031,10.90801013065343,38.297691735646197,5.7574397094316012,21.632241895561165]
[2019,17.670516316449699,37.0633020453242,17.049896647484701,19.530521082575401,26.230544099449901,35.498385391045197,19.829121292598799,null,null,24.54,12.56,40.68,{"$f":"K36-L36","v":11.979999999999999},{"$f":"M36-K36","v":16.14}]
[2020,11.122001810280199,29.358315454874401,13.940305266587099,13.462189853065199,20.148060700653101,25.356860792431199,10.947381468970001,null,null,24.54,12.56,40.68,{"$f":"K37-L37","v":11.979999999999999},{"$f":"M37-K37","v":16.14}]
[]
[null,null,null,null,null,null,null,null,null,null,"Note: Given limited PPA sample for 2019-20, "]
[null,null,null,null,null,null,null,null,null,null,"we use the average and distribution for all 2019-20 "]
[null,null,null,null,null,null,null,null,null,null,"PPAs for both 2019 and 2020"]

{"sheet":"2020 Market Value by Location","index":61,"n_rows":33,"n_cols":17,"rows_kept":33,"cut":false,"hidden":false,"merged":[]}
["Wholesale market value of wind in 2020, by region and plant, and compared to Level10 wind PPA prices"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: Berkeley Lab, ABB, ISOs",null,null,null,null,null,null,"Sources: Berkeley Lab, ABB, ISOs",null,null,null,null,null,null,null,null,"Sources: Berkeley Lab, ABB, ISOs, Level10 Energy"]
[]
[]
[null,"2020 Wind","2020 Wind","Level10 Index"]
[null,"Energy Value","Capacity Value","25th percentile: 2020 avg."]
[null,"(2020 $/MWh)","(2020 $/MWh)","(2020 $/MWh)"]
["CAISO",24.565526950784498,4.7927885040898701,48.75]
["ISO-NE",18.733018450889102,6.6238423415421002,{"$error":"#N/A"}]
["PJM",16.893311525844101,3.2547491748089601,33.875]
["SPP",9.0374158722452105,4.9028893943419698,18.899999999999999]
["NYISO",12.086577796652699,1.3756120564124601,{"$error":"#N/A"}]
["MISO",10.7706484944478,0.35135331583243001,28.9]
["ERCOT",10.947381468970001,0,17.725000000000001]

{"sheet":"Value Relative to Flat Block","index":62,"n_rows":83,"n_cols":28,"rows_kept":83,"cut":false,"hidden":false,"merged":[[23,13,23,14],[23,1,23,2],[23,3,23,4],[23,5,23,6],[23,7,23,8],[23,9,23,10],[23,11,23,12]]}
["Value factor of wind energy"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: Berkeley Lab, ABB, ISOs",null,null,null,null,null,null,null,"Sources: Berkeley Lab, ABB, ISOs",null,null,null,null,null,null,null,"Sources: Berkeley Lab, ABB, ISOs"]
[]
["Value factor by region with wind penetration (value factor = market value of wind in proportion to that of a generalized flat-block, i.e., 24x7 average price across all pricing nodes in region)"]
[null,"MISO",null,"CAISO",null,"SPP",null,"NYISO",null,"PJM",null,"ISO-NE",null,"ERCOT"]
[null,"value factor","penetration","value factor","penetration","value factor","penetration","value factor","penetration","value factor","penetration","value factor","penetration","value factor","penetration"]
[2008,0.80133773966134236,1.4841610830650562E-2,null,null,0.85755180458176006,3.6635432591642064E-2,null,null,null,null,null,null,0.46870353743096543,4.8775053757538635E-2]
[2009,0.75059348332960307,2.7144582757970694E-2,null,null,0.76061209884634651,5.103059383059759E-2,null,null,null,null,null,null,0.56490650215794069,6.1021251014030088E-2]
[2010,0.6466890689383985,3.4189193876656317E-2,null,null,0.76662087962273817,4.5394178493914382E-2,null,null,null,null,null,null,0.62424738261611834,7.7448550468361813E-2]
[2011,0.57174387973321039,4.5605060762829677E-2,0.88954068088684646,3.1618352102100497E-2,0.8105117112479614,5.4667323377177092E-2,null,null,null,null,0.85772764803461166,5.9935901460933128E-3,0.51420146407769562,8.4463839780662103E-2]
[2012,0.56560604515089763,6.2146602566523858E-2,0.99079854580061166,3.9680750835268952E-2,0.94890771380002303,7.7626248854406443E-2,0.65983177804025939,1.8599999999999998E-2,0.7754053809562147,1.6899999999999998E-2,0.94062540970381237,9.2985939594640663E-3,0.6386960271007085,9.174225231080424E-2]
[2013,0.60238910890202146,6.8539033685138209E-2,0.8904358985395866,5.3956390011643679E-2,0.71338388201685854,0.11019423426883852,0.65794947492782685,2.1600000000000001E-2,0.74350689708045292,1.8700000000000001E-2,0.95761968830046174,1.3884132134820124E-2,0.79816024203458558,9.8603196473158863E-2]
[2014,0.57953899715360357,5.6750858070523609E-2,0.91049937116236623,5.4854285895126774E-2,0.65162189828589734,0.11964950573242429,0.67385489117568398,2.4799999999999999E-2,0.73178184138736624,1.9400000000000001E-2,0.97689048014765845,1.5323891458484768E-2,0.80365414066938057,0.10626141389337818]
[2015,0.62210918994339648,6.2222166550290448E-2,0.87235465541714152,5.1728705484988431E-2,0.72513364623557697,0.13476785886017098,0.60853683596212338,2.4199999999999999E-2,0.75969378113702479,2.0899999999999998E-2,0.8643820315676698,1.7218011871252735E-2,0.76627505295929665,0.11728964096182155]
[2016,0.67529116631705455,6.9030765027562363E-2,0.97407482283810232,5.8346460835373759E-2,0.6254421836146058,0.1753955115969352,0.53423366322480215,2.430476619838487E-2,0.78580718165816021,2.1067301071539896E-2,0.85562367240940473,2.0354116247077891E-2,0.74490204246830616,0.15104552214131972]
[2017,0.70868811294752609,7.6934712784517176E-2,0.97806592171168771,5.8206020100819246E-2,0.48982322537989825,0.22980084269956411,0.58402667822837151,2.6504431718562923E-2,0.76127773490262451,2.6266978674903921E-2,0.68705307089174816,2.7074867383188383E-2,0.61197981397695145,0.17369872722552712]
[2018,0.74835613254348532,7.3373242214981677E-2,1.0092626052056988,6.9753107463448275E-2,0.61515726613143618,0.23830811558442855,0.64294832927913836,2.4513635815240221E-2,0.79462223201192383,2.6507249628195544E-2,0.74375829652287162,2.7177077058750325E-2,0.61766634421509559,0.1851303609020209]
[2019,0.72085101958767761,8.5031755690358646E-2,1.020044614634311,6.9055442551545165E-2,0.5105466817234654,0.27515558289891862,0.61575502221558009,2.8365422591698618E-2,0.8221079014204552,3.031481243486174E-2,0.73260149820865317,2.9347936942436918E-2,0.56935014998476552,0.19934589183745816]
[2020,0.54152310265918302,0.1097422847045674,0.84603706497602804,6.6247617339671883E-2,0.54321382016667796,0.31263480564490165,0.59008298415544502,2.9443638368959683E-2,0.83446509410942404,3.4005868160254672E-2,0.81579124900943401,3.0391996541923646E-2,0.51872008684581405,0.22733679283581154]
["Notes:"," (1) value factor is average combined wind energy and capacity value in each ISO region relative to that of a flat baseload block located in that same ISO; generalized flat block is 24x7 average price across all pricing nodes in region\n"]
[null," (2) penetration is wind penetration in energy terms pre curtailment"]
[]
["National average market value of wind in 2020 relative to a generalized flat block of power"]
["Wholsale value (2020$/MWh)","Flat block at all power plants","Wind profile at all power plants","Wind profile at wind plants","Wind profile at wind plants adjusted for curtailment"]
["energy value",19.974652277453,16.700559480258999,12.055142126511001,11.7073082038007]
["capacity value",4.5902035580580103,3.3066301779666798,3.2537554392481698,3.1912032747178101,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,null,"Sources: Berkeley Lab, ABB, ISOs"]
["total value",24.564855835511,20.007189658225698,15.308897565759199,14.8985114785186]
[]
[]
["Regional average market value of wind in 2020 relative to a generalized flat block of power ($/MWh)"]
[null,null,"Flat block at all power plants","Wind profile at all power plants","Wind profile at wind plants","Wind profile at wind plants adjusted for curtailment"]
["CAISO","energy value",28.0844046253603,25.423693015509802,24.845233505976001,24.565526950784498]
[null,"capacity value",6.6165755919854199,4.8570387046111101,4.8570387046111101,4.7927885040898701]
[null,"total value",34.700980217345702,30.280731720120901,29.7022722105872,29.358315454874401]
["ERCOT","energy value",21.104602938239601,17.209006750338101,11.470234094568101,10.947381468970001]
[null,"capacity value",0,0,0,0]
[null,"total value",21.104602938239601,17.209006750338101,11.470234094568101,10.947381468970001]
["ISONE","energy value",22.8597444710589,21.753064708820698,19.002583309363999,18.733018450889102]
[null,"capacity value",8.2227914389799608,6.7517267577631799,6.7517267577631799,6.6238423415421002]
[null,"total value",31.082535910038899,28.5047914665839,25.7543100671272,25.356860792431199]
["MISO","energy value",19.498625018391401,18.106430273971501,11.2179498162228,10.7706484944478]
[null,"capacity value",1.03974491571651,0.49476483504480101,0.357229812470094,0.35135331583243001]
[null,"total value",20.538369934107902,18.601195109016299,11.575179628692901,11.122001810280199]
["NYISO","energy value",17.984867199164899,16.418338155926399,12.2152179680839,12.086577796652699]
[null,"capacity value",4.8291949150526996,3.9463288816217501,1.39265140462197,1.3756120564124601]
[null,"total value",22.814062114217599,20.364667037548202,13.607869372705901,13.462189853065199]
["PJM","energy value",19.316300161431698,18.309671825196698,16.903007901116801,16.893311525844101]
[null,"capacity value",4.8285812037449896,2.8401248763659299,3.25733150526721,3.2547491748089601]
[null,"total value",24.144881365176701,21.1497967015626,20.160339406384001,20.148060700653101]
["SPP","energy value",16.1910722735173,12.656495403046501,9.2497718536353499,9.0374158722452105]
[null,"capacity value",9.4715761147540896,5.0254390235461797,5.0254390235461797,4.9028893943419698]
[null,"total value",25.6626483882714,17.681934426592601,14.2752108771815,13.940305266587099]
[]
[]
["Regional average market value in 2020 relative to a generalized flat block (percentage changes)"]
[]
[null,"Flat block","Flat block","Profile","Congestion","Curtailment","Total change","Wind value"]
["ERCOT ",{"$f":"CONCATENATE(\"$\",ROUND(C56,0),\"/MWh\")","v":"$21/MWh"},1,{"$f":"(D56/C56)-1","v":-0.1845851447336655},{"$f":"(E56-D56)/C56","v":-0.27192042762253876},{"$f":"(F56-E56)/C56","v":-2.477434079798483E-2},{"$f":"(F56/C56)-1","v":-0.48127991315418917},{"$f":"CONCATENATE(\"$\",ROUND(F56,0),\"/MWh\")","v":"$11/MWh"}]
["MISO ",{"$f":"CONCATENATE(\"$\",ROUND(C62,0),\"/MWh\")","v":"$21/MWh"},1,{"$f":"(D62/C62)-1","v":-9.4319794185543038E-2},{"$f":"(E62-D62)/C62","v":-0.34209216714201607},{"$f":"(F62-E62)/C62","v":-2.2064936013257444E-2},{"$f":"(F62/C62)-1","v":-0.45847689734081654},{"$f":"CONCATENATE(\"$\",ROUND(F62,0),\"/MWh\")","v":"$11/MWh"}]
["SPP ",{"$f":"CONCATENATE(\"$\",ROUND(C71,0),\"/MWh\")","v":"$26/MWh"},1,{"$f":"(D71/C71)-1","v":-0.31098559435222684},{"$f":"(E71-D71)/C71","v":-0.1327502718296244},{"$f":"(F71-E71)/C71","v":-1.3050313651472649E-2},{"$f":"(F71/C71)-1","v":-0.45678617983332392},{"$f":"CONCATENATE(\"$\",ROUND(F71,0),\"/MWh\")","v":"$14/MWh"}]
["NYISO ",{"$f":"CONCATENATE(\"$\",ROUND(C65,0),\"/MWh\")","v":"$23/MWh"},1,{"$f":"(D65/C65)-1","v":-0.10736339124556638},{"$f":"(E65-D65)/C65","v":-0.29616811030910195},{"$f":"(F65-E65)/C65","v":-6.385514289886797E-3},{"$f":"(F65/C65)-1","v":-0.40991701584455509},{"$f":"CONCATENATE(\"$\",ROUND(F65,0),\"/MWh\")","v":"$13/MWh"}]
["ISO-NE ",{"$f":"CONCATENATE(\"$\",ROUND(C59,0),\"/MWh\")","v":"$31/MWh"},1,{"$f":"(D59/C59)-1","v":-8.2932243717683596E-2},{"$f":"(E59-D59)/C59","v":-8.8489607392952807E-2},{"$f":"(F59-E59)/C59","v":-1.278689987993015E-2},{"$f":"(F59/C59)-1","v":-0.18420875099056666},{"$f":"CONCATENATE(\"$\",ROUND(F59,0),\"/MWh\")","v":"$25/MWh"}]
["PJM",{"$f":"CONCATENATE(\"$\",ROUND(C68,0),\"/MWh\")","v":"$24/MWh"},1,{"$f":"(D68/C68)-1","v":-0.12404636073026243},{"$f":"(E68-D68)/C68","v":-4.0980002353859499E-2},{"$f":"(F68-E68)/C68","v":-5.0854280645209007E-4},{"$f":"(F68/C68)-1","v":-0.16553490589057407},{"$f":"CONCATENATE(\"$\",ROUND(F68,0),\"/MWh\")","v":"$20/MWh"}]
["CAISO ",{"$f":"CONCATENATE(\"$\",ROUND(C53,0),\"/MWh\")","v":"$35/MWh"},1,{"$f":"(D53/C53)-1","v":-0.12738108461314546},{"$f":"(E53-D53)/C53","v":-1.6669831973350167E-2},{"$f":"(F53-E53)/C53","v":-9.9120184374753909E-3},{"$f":"(F53/C53)-1","v":-0.15396293502397107},{"$f":"CONCATENATE(\"$\",ROUND(F53,0),\"/MWh\")","v":"$29/MWh"}]

{"sheet":"Health and Climate Benefits","index":63,"n_rows":76,"n_cols":12,"rows_kept":76,"cut":false,"hidden":false,"merged":[]}
["Health and climate benefits from wind generation in 2020"]
[]
["Marginal health and climate benefits from wind generation by region in 2020",null,null,null,null,null,null,null,null,"Marginal health, climate, and grid-value benefits from wind generation versus LCOE in 2020"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null,null,null,null,"Sources: Berkeley Lab, EIA Form 930, Fell and Johnson (2021)"]
[]
[]
["Note: Estimates not provided for Southeast due to small number of wind plants in that region. "]
["Sources: Berkeley Lab, EIA Form 930, Fell and Johnson (2021)"]
[]
[]
["Marginal emission benefits by region and pollutant for 2020 (in 2020$/MWh)",null,null,null,null,null,null,null,null,"Benefit versus costs (2020$/MWh)"]
["Year"," Pollutant"," Region"," Wind MWh"," $/MWh Benefit",null,null,null,null,"(health and climate benefits reweighted to match regional weights from the LCOE calculation "]
[2020,"CO2","California",15794202,35.794127588554801,null,null,null,null,"-- i.e., by the capacity of newly built plants)"]
[2020,"CO2","Central",82358257,44.849923635141501]
[2020,"CO2","Mid-Atlantic",22382067,56.991188107357601,null,null,null,null,null,"Cost","Value"]
[2020,"CO2","Midwest",73543713,63.565147972124002,null,null,null,null,"LCOE",32.766684096352932]
[2020,"CO2","New_England",3547754,28.704985766031999,null,null,null,null,"Health",null,{"$f":"D76","v":31.233171571551846}]
[2020,"CO2","New_York",4391524,28.610192133999998,null,null,null,null,"Climate ",null,{"$f":"E76","v":46.123064849865756}]
[2020,"CO2","Northwest",41392012,41.293423534630001,null,null,null,null,"Grid",null,14.70872070426501]
[2020,"CO2","Southwest",2977195,64.933943999999997]
[2020,"CO2","Texas",87106449,34.925186392419803]
[]
[]
["Year"," Pollutant"," Region"," Wind MWh"," low $/MWh"," central $/MWh"," high $/MWh"]
[2020,"SO2","California",15794202,2.80008427591688,4.5151546989228599,6.2302251219288403]
[2020,"SO2","Central",82358257,17.404486052236201,28.480068085477502,39.555650118718802]
[2020,"SO2","Mid-Atlantic",22382067,22.467246072570301,36.764584482387797,51.061922892205303]
[2020,"SO2","Midwest",73543713,29.722783441318199,48.637281994884297,67.551780548450495]
[2020,"SO2","New_England",3547754,-1.1097060060531301,-1.81588255535967,-2.52205910466621]
[2020,"SO2","New_York",4391524,0.73454567873556698,1.20198383793092,1.66942199712629]
[2020,"SO2","Northwest",41392012,1.18158035768513,1.9248325181644901,2.6680846786438499]
[2020,"SO2","Southwest",2977195,1.1728716103983401,1.91064568790698,2.6484197654156101]
[2020,"SO2","Texas",87106449,13.386038781818099,21.9044270975206,30.422815413223098]
[]
[]
["Year"," Pollutant"," Region"," Wind MWh"," low $/MWh"," central $/MWh"," high $/MWh"]
[2020,"NOx","California",15794202,2.7451563369509402,5.1061142648636304,7.4670721927763202]
[2020,"NOx","Central",82358257,3.0223711568877598,6.3677934632563602,9.7132157696249504]
[2020,"NOx","Mid-Atlantic",22382067,1.9708899373298601,4.1524417115766097,6.3339934858233704]
[2020,"NOx","Midwest",73543713,3.8081394087831502,8.0233181087490095,12.2384968087148]
[2020,"NOx","New_England",3547754,0.251746698116463,0.53040175923102695,0.80905682034559201]
[2020,"NOx","New_York",4391524,0.66831418112862695,1.40806223097186,2.1478102808150998]
[2020,"NOx","Northwest",41392012,0.61874373216754397,1.38119789880194,2.14365206543633]
[2020,"NOx","Southwest",2977195,1.1435196128984,2.5526349673735398,3.96175032184868]
[2020,"NOx","Texas",87106449,1.3414739114754,2.8263334849377801,4.3111930584001597]
[]
[]
["Total emission benefits"]
["Year"," Region"," Wind MWh","AQ $/MWh","CO2 $/MWh","Total Bens $/MWh"]
[2020,"California",15794202,{"$f":"F54+F42","v":9.6212689637864912},{"$f":"E30","v":35.794127588554801},{"$f":"D67+E67","v":45.415396552341292}]
[2020,"Central",82358257,{"$f":"F55+F43","v":34.84786154873386},44.849923635141501,{"$f":"D68+E68","v":79.697785183875368}]
[2020,"Mid-Atlantic",22382067,40.917026193964404,56.991188107357601,97.908214301322005]
[2020,"Midwest",73543713,56.660600103633307,63.565147972124002,120.22574807575731]
[2020,"New_England",3547754,-1.2854807961286432,{"$f":"E34","v":28.704985766031999},{"$f":"D71+E71","v":27.419504969903358}]
[2020,"New_York",4391524,2.61004606890278,28.610192133999998,31.220238202902777]
[2020,"Northwest",41392012,3.3060304169664301,41.293423534630001,44.599453951596431]
[2020,"Southwest",2977195,4.4632806552805198,64.933943999999997,69.39722465528051]
[2020,"Texas",87106449,24.73076058245838,34.925186392419803,59.655946974878184]
[2020,"National",{"$f":"SUM(C67:C75)","v":333493173},{"$f":"SUMPRODUCT(D67:D75,$C$67:$C$75)/SUM($C$67:$C$75)","v":31.233171571551846},{"$f":"SUMPRODUCT(E67:E75,$C$67:$C$75)/SUM($C$67:$C$75)","v":46.123064849865756},{"$f":"SUMPRODUCT(F67:F75,$C$67:$C$75)/SUM($C$67:$C$75)","v":77.356236421417591}]

{"sheet":"Transmission Build","index":64,"n_rows":36,"n_cols":9,"rows_kept":36,"cut":false,"hidden":false,"merged":[]}
["Miles of transmission projects completed, by year and voltage",null,null,null,null,null,null,null,"2020 in-service and planned transmission lines"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Source: FERC monthly infrastrcture reports",null,null,null,null,null,null,null,"Source: ACP"]
[]
[null," ≤ 230 kV"," 345 kV"," 500 kV"]
[2009,957.5,659.7,160.1]
[2010,1461.6,948.3,112]
[2011,951.8,516.5,262]
[2012,1074.8,1112.3,187.5]
[2013,543.29999999999995,3631.5,466]
[2014,1202.5,1659.8,70]
[2015,700.3,1230.5,355]
[2016,830.8,965.9,85]
[2017,329.3,363.1,0]
[2018,392.3,819.3,69.400000000000006]
[2019,303.39999999999998,604.5,7.7]
[2020,99,546.20000000000005,251.4,"2021-01-01"]
["proposed in-service by July 2023: high probability of completion",223.1,117,0,"2021-01-01"]

{"sheet":"Integration Cost","index":65,"n_rows":64,"n_cols":5,"rows_kept":64,"cut":false,"hidden":false,"merged":[[23,4,24,4],[25,4,28,4],[33,4,36,4],[62,4,63,4],[58,4,61,4],[38,4,40,4],[41,4,44,4],[49,4,51,4],[54,4,57,4]]}
["Estimates of wind power integration costs"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Note: Green reflects ISO regions; pink non-ISO regions."]
[]
["Study","Region","Wind Penetration (Capacity Basis)","Integration Cost ($/MWh)","Reference"]
["APS (2020)","WECC (Non-CA)",0.1844364129207138,2.89,"Arizona Public Service. 2020. 2020 Integrated Resource Plan. Phoenix, AZ: Arizona Public Service. "]
["APS (2020)","WECC (Non-CA)",0.27032854209445584,3.11]
["Avista (2007)","WECC (Non-CA)",0.05,2.75,"EnerNex Corp. 2007. Final Report Avista Corporation Wind Integration Study. Knoxville, Tennessee: EnerNex Corporation."]
["Avista (2007)","WECC (Non-CA)",0.1,6.99]
["Avista (2007)","WECC (Non-CA)",0.2,6.65]
["Avista (2007)","WECC (Non-CA)",0.3,8.84]
["BPA (2013)","WECC (Non-CA)",0.42472222222222222,4.9491825011047288,"Bonneville Power Administration (BPA). 2013. 2014 Power and Transmission Rate Proceeding: Administrator’s Final Record of Decision. Portland, Oregon: Bonneville Power Administration."]
["CA RPS (2009)","CAISO",0.04,0.45333333333333331,"Shiu, H., M. Milligan, B. Kirby, and K. Jackson. 2006. California Renewables Portfolio Standard Renewable Generation Cost Analysis: Multi-Year Analysis Results and Recommendations. Consultant report prepared by the California Wind Energy Collaborative. Sacramento, California: California Energy Commission."]
["CAISO (2015)","CAISO",0.23814285434190147,3.1,"Southern California Edison (SCE). 2015. Report of Southern California Edison Company on Renewable Integration Cost Study for 33% Renewables Portfolio Standard. R13-12-010. San Francisco, CA: California Public Utilities Commission.; Southern California Edison (SCE). 2016. Southern California Edison Company's Renewable Integration Cost Adder Report. R16-02-007. San Francisco, California: California Public Utilities Commission."]
["ERCOT (2012)","ERCOT",0.16029775223387296,1.1977649634684284,"Maggio, D.J. 2012. “Impacts of Wind-powered Generation Resource Integration on Prices in the ERCOT Nodal Market.” Proceedings of 2012 IEEE Power and Energy Society General Meeting. 22–26 July. San Diego, CA."]
["EWITS (2010)","Eastern Interconnection",0.31735352739667194,5.13,"EnerNex Corp. 2010. Eastern Wind Integration and Transmission Study. NREL/SR-550-47078. Golden, Colorado: National Renewable Energy Laboratory."]
["EWITS (2010)","Eastern Interconnection",0.32060783128569503,4.6234124999999997]
["EWITS (2010)","Eastern Interconnection",0.32674885742080323,3.1]
["EWITS (2010)","Eastern Interconnection",0.47928672383524495,4.54]
["Idaho Power (2018)","WECC (Non-CA)",0.21244886031560492,4.5199999999999996,"Idaho Power. 2018. Variable Energy Resource (VER) Integration Analysis.Boise, ID: Idaho Power."]
["MN-MISO (2006)","MISO",0.18572893614724456,2.9689999999999999,"EnerNex Corp. and WindLogics Inc. 2006. Final Report – 2006 Minnesota Wind Integration Study, Volume I. Prepared for the Minnesota Public Utilities Commission. Knoxville, Tennessee: EnerNex Corporation."]
["MN-MISO (2006)","MISO",0.24731472985372699,4.1210000000000004]
["MN-MISO (2006)","MISO",0.30701138878393697,4.407]
["Nebraska (2010)","SPP",0.16677794098010415,1.39,"EnerNex Corp., Ventyx, Nebraska Power Association. 2010. Nebraska Statewide Wind Integration Study. NREL/SR-550-47519. Golden, CO: National Renewable Energy Lab."]
["Nebraska (2010)","SPP",0.3322205901989585,1.45]
["Nebraska (2010)","SPP",0.3322205901989585,1.52]
["Nebraska (2010)","SPP",0.63119241554279615,1.75]
["Northwestern (2012)","WECC (Non-CA)",0.1237928007023705,11.28,"NorthWestern Energy. 2012. Electric Supply Resource Planning and Procurement Plan: Volume 2 Description of Resources. Butte, Montana: NorthWestern Energy."]
["Pacificorp (2019)","WECC (Non-CA)",0.27845281490481977,1.1100000000000001,"PacifiCorp. 2019. 2019 Integrated Resource Plan. Portland, Oregon: PacifiCorp. "]
["Portland General Electric (2019)","WECC (Non-CA)",0.30568490492821115,0.26,"Portland General Electric. 2019. 2019 Integrated Resource Plan. Portland, Oregon: Portland General Electric."]
["PNM (2017)","WECC (Non-CA)",0.19063063063063065,4,"Public Service of New Mexico. 2017. 2017 Integrated Resource Plan. Albuquerque, New Mexico: Public Service of New Mexico"]
["Puget Sound Energy (2007)","WECC (Non-CA)",3.9916868498655965E-2,5.8660000000000005,"Puget Sound Energy. 2007. 2007 Integrated Resource Plan, Appendix G-Wind Integration Studies. Bellevue, Washington: Puget Sound Energy."]
["Puget Sound Energy (2007)","WECC (Non-CA)",6.9420640867227754E-2,6.2839999999999998]
["Puget Sound Energy (2007)","WECC (Non-CA)",0.12148612151764859,6.9350000000000005]
["SPP-SERC (2011)","SPP",0.34057045551298426,4.9000000000000004,"Electric Power Research Institute (EPRI). 2011. DOE: Integrating Midwest Wind Energy into Southeast Electricity Markets. Knoxville, Tennessee: Electric Power Research Institute."]
["TVA (2019)","SERC",0.1009,1.45,"Tennessee Valley Authority (TVA). 2019. 2019 Integrated Resource Plan. Knoxville, Tennessee: Tennessee Valley Authority"]
["We Energies (2003)","MISO",3.5486160397444996E-2,1.9,"Electrotek Concepts, Inc. 2003. Systems Operations Impacts of Wind Generation Integration Study. Prepared for We Energies. Knoxville, Tennessee: Electrotek Concepts."]
["We Energies (2003)","MISO",7.0972320794889993E-2,2.4700000000000002]
["We Energies (2003)","MISO",0.14194464158977999,2.83]
["We Energies (2003)","MISO",0.28388928317955997,2.92]
["Xcel-NSP (2019)","MISO",0.57867260283401079,0.09,"Northern States Power (NSP). 2019. 2020-2034 Upper Midwest Resource Plan: Appendix Q: NSP Wind & Solar Integration Study. Xcel Energy."]
["Xcel-NSP (2019)","MISO",0.71178902943341671,0.27]
["Xcel-NSP (2019)","MISO",0.74481751431768306,0.55000000000000004]
["Xcel-NSP (2019)","MISO",0.85081391775907667,0.42]
["Xcel-PSCo (2017)","WECC (Non-CA)",0.45425628597394729,5.1499999999999995,"Xcel Energy. 2017. Addendum to: Wind and Solar-Induced Coal Plant Cycling and Curtailment Costs for Public Service Company of Colorado. Denver, Colorado: Xcel Energy.; Xcel Energy and EnerNex Corp. 2011. 4.5 GW Wind Integration Cost Study on the Public Service Company of Colorado System. Denver, Colorado: Xcel Energy."]
["Xcel-PSCo (2017) ","WECC (Non-CA)",0.68161163283853377,5.81]

{"sheet":"Wind Capacity Forecasts","index":66,"n_rows":54,"n_cols":8,"rows_kept":54,"cut":false,"hidden":false,"merged":[]}
["Wind power capacity additions: historical installations and projected growth by various independent analysts"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
["Sources: ACP, independent analyst projections"]
[]
[null,"Historical","Projected"]
[null,"Wind","Growth","Analyst","Analyst","Analyst","Analyst","Analyst"]
[null,"Additions","Average","Forecast","Forecast","Forecast","Forecast","Forecast"]
[null,"(GW)","(GW)","(GW)","(GW)","(GW)","(GW)","(GW)"]
[1998,0.14232]
[1999,0.89246999999999999]
[2000,7.0955000000000004E-2]
[2001,1.6919999999999999]
[2002,0.40899999999999997]
[2003,1.665]
[2004,0.39600000000000002]
[2005,2.3820000000000001]
[2006,2.4660000000000002]
[2007,5.2530000000000001]
[2008,8.3699999999999992]
[2009,9.9969999999999999]
[2010,5.218]
[2011,6.6040000000000001]
[2012,13.34]
[2013,1.087]
[2014,4.8570000000000002]
[2015,8.5990000000000002]
[2016,8.2029999999999994]
[2017,7.0170000000000003]
[2018,7.5880000000000001]
[2019,9.1370000000000005]
[2020,16.835999999999999]
["2021e",null,{"$f":"AVERAGE(D50:H50)","v":14.539199999999999},15.167999999999999,15.292,13.1,16.135999999999999,13]
["2022e",null,{"$f":"AVERAGE(D51:H51)","v":7.9084000000000003},6.9050000000000002,11.622,8.82,5.1740000000000004,7.0209999999999999]
["2023e",null,{"$f":"AVERAGE(D52:H52)","v":7.333333333333333},6.88,8.0540000000000003,null,null,7.0659999999999998]
["2024e",null,{"$f":"AVERAGE(D53:H53)","v":11.576000000000001},10.688000000000001,10.54,null,null,13.5]
["2025e",null,{"$f":"AVERAGE(D54:H54)","v":12.764333333333333},12.359,12.375999999999999,null,null,13.558]