Publications: Demand Response & Smart Grid
. 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) . Time-of-Use as a Default Rate for Residential Customers: Issues and Insights. 2016. LBNL-1005704. Report PDF (966.86 KB) Presentation PDF (429.07 KB)
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Report PDF (966.86 KB) Presentation PDF (429.07 KB) . Future Opportunities and Challenges with Using Demand Response as a Resource in Distribution System Operation and Planning Activities. 2016. LBNL-1003951. Report PDF (573.65 KB) Presentation PDF (1.12 MB)
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Report PDF (573.65 KB) Presentation PDF (1.12 MB) . "Go for the Silver? Evidence from field studies quantifying the difference in evaluation results between “gold standard” randomized controlled trial methods versus quasi-experimental methods." 2016 ACEEE Summer Study on Energy Efficiency in Buildings 2016.
. "Time Will Tell: Using Smart Meter Time Series Data to Derive Household Features and Explain Heter ogeneity in Pricing Programs." 2016 ACEEE Summer Study on Energy Efficiency in Buildings 2016.
. American Recovery and Reinvestment Act of 2009: Interim Report on Customer Acceptance, Retention, and Response to Time-Based Rates from the Consumer Behavior Studies. 2015. LBNL-183029. PDF (814.44 KB)
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PDF (814.44 KB) . Insights from Smart Meters: Ramp-up, dependability, and short-term persistence of savings from Home Energy Reports. State and Local Energy Efficiency Action Network (SEE Action), 2015. LBNL-182265. Report PDF (470.21 KB) Appendix PDF (632.05 KB)
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Report PDF (470.21 KB) Appendix PDF (632.05 KB) . "Considerations for State Regulators and Policymakers in a Post-FERC Order 745 World." ElectricityPolicy.com (2015). LBNL-6977E. PDF (387.81 KB)
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PDF (387.81 KB)