BTUS Energy Analytics
Predicting plug loads with occupant count data through a deep learning approach." Energy 181 (2019) 29–42.
, , and . "Forecasting district-scale energy dynamics through integrating building network and long short-term memory learning algorithm." Applied Energy 248 (2019) 217–230.
, , , , , and . "Data fusion in predicting internal heat gains for office buildings through a deep learning approach." Applied Energy 240 (2019) 386–398.
, , and . "Linking energy-cyber-physical systems with occupancy prediction and interpretation through WiFi probe-based ensemble classification." Applied Energy 236 (2019) 55–69.
, , , , and . "Linking energy-cyber-physical systems with occupancy prediction and interpretation through WiFi probe-based ensemble classification." Applied Energy 236 (2019) 55–69.
, , , , and . "Statistical change detection of building energy consumption: Applications to savings estimation." Energy and Buildings 185 (2019) 123–136.
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Integrating diagnostics and model-based optimization." Energy and Buildings 182 (2019) 187–195.
, , , , , and . "When Data Analytics Meet Site Operation: Benefits and Challenges." 2018 ACEEE Summer Study on Energy Efficiency in Buildings. 2018.
, , , , and . "Commercial Fault Detection and Diagnostics Tools: What They Offer, How They Differ, and What’s Still Needed." 2018 ACEEE Summer Study on Energy Efficiency in Buildings. 2018.
, , , , , and . "Design of machine learning models with domain experts for automated sensor selection for energy fault detection." Applied Energy 235 (2019) 117–128.
, , , and . "Review of City Energy and Emissions Analysis Needs, Methods & Tools." 2018 Summer Study on Energy Efficiency in Buildings. 2018.
, , , and . "Field evaluation of performance of HVAC optimization system in commercial buildings." Energy and Buildings 173 (2018) 577–586.
, , , , and . "Using Industry’s Own Words to Evaluate ISO 50001 Energy Management Systems Adoption. Berkeley: Lawrence Berkeley National Laboratory, 2018.
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