Publications: Demand Response & Smart Grid
. "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) . Insights from Smart Meters: Identifying Specific Actions, Behaviors and Characteristics that drive savings in Behavior-Based Programs. State and Local Energy Efficiency Action Network (SEE Action), 2014. LBNL-182663. PDF (487.59 KB)
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PDF (487.59 KB) . American Recovery and Reinvestment Act of 2009: Experiences from the Consumer Behavior Studies on Engaging Customers. 2014. LBNL-182975. PDF (1.01 MB)
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PDF (1.01 MB) . Insights from Smart Meters: The Potential for Peak-Hour Savings from Behavior-Based Programs. State and Local Energy Efficiency Action Network (SEE Action), 2014. LBNL-6598E. Report PDF (329.41 KB) Appendix PDF (410.45 KB)
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Report PDF (329.41 KB) Appendix PDF (410.45 KB) . Analytical Frameworks to Incorporate Demand Response in Long-term Resource Planning. 2013. LBNL-6546E. PDF (587.93 KB)
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PDF (587.93 KB) . Incorporating Demand Response into Western Interconnection Transmission Planning. LBNL, 2013. LBNL-6381E. PDF (702.25 KB)
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PDF (702.25 KB) . Quantifying the Impacts of Time-based Rates, Enabling Technology, and Other Treatments in Consumer Behavior Studies: Protocols and Guidelines. 2013. LBNL-6108E. PDF (1.07 MB)
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PDF (1.07 MB) . Residential Customer Enrollment in Time-based Rate and Enabling Technology Programs: Smart Grid Investment Grant Consumer Behavior Study Analysis. 2013. LBNL-6247E. PDF (1.47 MB)
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PDF (1.47 MB) . Summary of Utility Studies: Smart Grid Investment Grant Consumer Behavior Study Analysis. 2013. LBNL-6248E. Report PDF (1.84 MB) Presentation PDF (300.22 KB)
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Report PDF (1.84 MB) Presentation PDF (300.22 KB) . Market and Policy Barriers for Demand Response Providing Ancillary Services in U.S. Markets. 2013. LBNL-6155E. Presentation PDF (1.17 MB) Report PDF (517.6 KB)
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Presentation PDF (1.17 MB) Report PDF (517.6 KB) . A Framework for Evaluating the Cost-effectiveness of Demand Response. 2013. PDF (739.57 KB)
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PDF (739.57 KB)