Publications: Demand Response & Smart Grid
. "Load-driven interactions between energy efficiency and demand response on regional grid scales." Advances in Applied Energy 6 (2022).
. "Metrics to describe changes in the power system need for demand response resources." Smart Energy 6 (2022).
. Opportunities and Challenges to Capturing Distributed Battery Value via Retail Utility Rates and Programs. 2021. 
Report PDF (2.42 MB) Presentation PDF (2.24 MB)
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Report PDF (2.42 MB) Presentation PDF (2.24 MB) . "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). Pre-print Journal Article PDF (747.26 KB)
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Pre-print Journal Article PDF (747.26 KB) . Disaggregating Future Retail Electricity Rate Growth. 2021. Report PDF (870.45 KB) Supplemental Information PDF (718.64 KB)
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Report PDF (870.45 KB) Supplemental Information PDF (718.64 KB) . A National Roadmap for Grid-Interactive Efficient Buildings. 2021. Report PDF (7.99 MB)
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Report PDF (7.99 MB) . "Default Effects and Follow-On Behaviour: Evidence From an Electricity Pricing Program." The Review of Economic Studies 88.6 (2021) 2886β2934. Pre-print Journal Article PDF (1.2 MB)
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Pre-print Journal Article PDF (1.2 MB) . Expanding the Scope of Commercial Opportunities for Investor-Owned Electric Utilities. 2021. Report PDF (872.6 KB)
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Report PDF (872.6 KB) . "Winners are not keepers: Characterizing household engagement, gains, and energy patterns in demand response using machine learning in the United States." Energy Research & Social Science 70 (2020). Pre-print Journal Article PDF (2.17 MB)
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Pre-print Journal Article PDF (2.17 MB) . A Handbook for Designing, Implementing, and Evaluating Successful Electric Utility Pilots. 2020. Report PDF (736.39 KB) Presentation PDF (2.46 MB)
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Report PDF (736.39 KB) Presentation PDF (2.46 MB) . "Modeling the Interaction Between Energy Efficiency and Demand Response on Regional Grid Scales." ACEEE 2020 Summer Study on Energy Efficiency in Buildings. ACEEE, 2020. ACEEE Proceedings PDF (1.17 MB)
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ACEEE Proceedings PDF (1.17 MB) . A Conceptual Framework to Describe Energy Efficiency and Demand Response Interactions. 2020. Report PDF (1.88 MB)
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Report PDF (1.88 MB) . The California Demand Response Potential Study, Phase 3: Final Report on the Shift Resource through 2030. 2020. PDF (6.93 MB)
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PDF (6.93 MB) . "Spillover as a cause of bias in baseline evaluation methods for demand response programs." Applied Energy 250 (2019) 344 - 357. Pre-print Journal Article PDF (1.07 MB)
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Pre-print Journal Article PDF (1.07 MB) . Implications of Rate Design for the Customer-Economics of Behind-the-Meter Storage. 2019. Report PDF (1.59 MB)
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Report PDF (1.59 MB) . Unpacking the Disconnect Between Wholesale and Retail Electric Rates. 2019. Report PDF (621.75 KB)
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Report PDF (621.75 KB) . Current Developments in Retail Rate Design: Implications for Solar and Other Distributed Energy Resources. 2019. Report PDF (753.61 KB)
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Report PDF (753.61 KB) . "Uses for Smart Meter Data Webinar Series." 2018.
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. Barriers and Opportunities to Broader Adoption of Integrated Demand Side Management at Electric Utilities: A Scoping Study. 2018. LBNL-2001110. Report PDF (1.7 MB) Presentation PDF (1.16 MB)
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Report PDF (1.7 MB) Presentation PDF (1.16 MB) . "Predicting Baseline for Analysis of Electricity Pricing." International Journal of Big Data Intelligence (IJBDI) Vol. 5.No. 1/2, 2018 (2017) 3-20. Report PDF (3.14 MB)
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Report PDF (3.14 MB) . Demand Response Advanced Controls Framework and Assessment of Enabling Technology Costs. 2017. LBNL-2001044.
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. Federal/State Jurisdictional Split: Implications for Emerging Electricity Technologies. 2016. LBNL-1006675. Report PDF (652.2 KB)
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Report PDF (652.2 KB) . American Recovery and Reinvestment Act of 2009: Final Report on Customer Acceptance, Retention, and Response to Time-Based Rates from Consumer Behavior Studies. 2016. LBNL-1007279. Report PDF (1.83 MB)
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Report PDF (1.83 MB) . Experiences of Vulnerable Residential Customer Subpopulations with Critical Peak Pricing. 2016. LBNL-1006294. Report PDF (1.77 MB) Presentation PDF (873.48 KB)
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Report PDF (1.77 MB) Presentation PDF (873.48 KB) . Load Shape Clustering Using Residential Smart Meter Data: a Technical Memorandum. 2016. PDF (741.41 KB)
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PDF (741.41 KB)