Energy Markets and Policy Department

Seel, Joachim, and Andrew D Mills. Integrating Cambium Marginal Costs into Electric Sector Decisions: Opportunities to Integrate Cambium Marginal Cost Data into Berkeley Lab Analysis and Technical Assistance. 2021.

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Montañés, Cristina Crespo, Will Gorman, Andrew D Mills, and James Hyungkwan Kim. Keep it short: Exploring the impacts of configuration choices on the recent economics of solar-plus-battery and wind-plus-battery hybrid energy plants. 2021.

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Farley, Chandra, John Howat, Jenifer Bosco, Nidhi Thakar, Jake Wise, and Jean Su. Advancing Equity in Utility Regulation. Ed. Lisa C Schwartz. FEUR Report No. 12. 2021.

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NARUC Presentation PDF

Webinar Slides PDF

Seel, Joachim, Dev Millstein, Andrew D Mills, Mark Bolinger, and Ryan H Wiser. "Plentiful electricity turns wholesale prices negative." Advances in Applied Energy 4 (2021).

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Cappers, Peter, and Annika Todd-Blick. "Heterogeneity in Own-Price Residential Customer Demand Elasticities for Electricity under Time-of-Use Rates: Evidence from a Randomized-Control Trial in the United States." Utilities Policy (2021).

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O’Shaughnessy, Eric, Galen L Barbose, Ryan H Wiser, and Sydney Forrester. "Income-targeted marketing as a supply-side barrier to low-income solar adoption." iScience 24.10 (2021).

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Mills, Andrew D, Joachim Seel, Dev Millstein, James Hyungkwan Kim, Seongeun Jeong, Cody Warner, and Will Gorman. Solar-to-Grid: Trends in System Impacts, Reliability, and Market Value in the United States with Data Through 2020. 2021.

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Annual Solar Value by Plant and County XLSX

Capacity Credit Data by Plant and County XLSX

User Guide for Data File PDF

Seel, Joachim, Cody Warner, and Andrew D Mills. "Influence of Business Models on PV-Battery Dispatch Decisions and Market Value." Advances in Applied Energy (2021).

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Kahrl, Fredrich, James Hyungkwan Kim, Andrew D Mills, Ryan H Wiser, Cristina Crespo Montañés, and Will Gorman. Variable Renewable Energy Participation in U.S. Ancillary Services Markets: Economic Evaluation and Key Issues. 2021.

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Fact Sheet PDF

Bolinger, Mark, Joachim Seel, Cody Warner, and Dana Robson. Utility-Scale Solar, 2021 Edition: Empirical Trends in Deployment, Technology, Cost, Performance, PPA Pricing, and Value in the United States. 2021.

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Technical Brief PDF

Data File XLSM

Frick, Natalie Mims, Juan Pablo Carvallo, and Lisa C Schwartz. "Quantifying grid reliability and resilience impacts of energy efficiency: Examples and opportunities." 2021.

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Presentation PDF

ACEEE 2022 Proceedings PDF

Leventis, Greg, and Jeff Deason. "Practices for Demonstrating Energy Savings from Commercial PACE Projects." 2021.

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Phadke, Amol A, Umed Paliwal, Nikit Abhyankar, Taylor McNair, Bentham Paulos, David Wooley, and Ric O’Connell. 2035 The Report: Plummeting Solar, Wind, And Battery Costs Can Accelerate Our Clean Electricity Future. 2020.

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Phadke, Amol A, Nikit Abhyankar, Jessica Kersey, Taylor McNair, Umed Paliwal, David Wooley, Olivia Ashmoore, Robbie Orvis, Michael O’Boyle, Ric O’Connell, Utkarsha Agwan, Priyanka Mohanty, Priya Sreedharan, and Deepak Rajagopal. 2035 The Report: Plummeting Costs and Dramatic Improvements In Batteries Can Accelerate Our Clean Transportation Future. 2021.

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Abhyankar, Nikit, Umed Paliwal, Taylor McNair, David Wooley, Michael O’Boyle, and Amol A Phadke. 2030 Report: Powering America’s Clean Economy. 2021.

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Kim, James Hyungkwan, Andrew D Mills, Ryan H Wiser, Mark Bolinger, Will Gorman, Cristina Crespo Montañés, and Eric O’Shaughnessy. "Project developer options to enhance the value of solar electricity as solar and storage penetrations increase." Applied Energy 304 (2021).

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Frick, Natalie Mims, and Elaina Present. "End-Use Load Profiles update: CEE 2021 Summer Program Meeting." 2021.

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Barbose, Galen L, Naïm R Darghouth, Eric O’Shaughnessy, and Sydney Forrester. Tracking the Sun: Pricing and Design Trends for Distributed Photovoltaic Systems in the United States, 2021 Edition. 2021.

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Summary Data Tables XLSX

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Cappers, Peter, Sydney Forrester, and Andrew Satchwell. Disaggregating Future Retail Electricity Rate Growth. 2021.

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Supplemental Information PDF

Schiller, Steven R. "Demand Side Energy Management." 2021.

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