Publications: Demand Response & Smart Grid
. "Uses for Smart Meter Data Webinar Series." 2018.
Related Files
. 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)
Related Files
Report PDF (1.7 MB) Presentation PDF (1.16 MB) . "Data quality challenges with missing values and mixed types in joint sequence analysis." 2017 IEEE International Conference on Big Data (Big Data)2017 IEEE International Conference on Big Data (Big Data). Boston, MA, USA: IEEE, 2017.
. "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)
Related Files
Report PDF (3.14 MB) . Demand Response Advanced Controls Framework and Assessment of Enabling Technology Costs. 2017. LBNL-2001044.
Related Files
. Federal/State Jurisdictional Split: Implications for Emerging Electricity Technologies. 2016. LBNL-1006675. Report PDF (652.2 KB)
Related Files
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)
Related Files
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)
Related Files
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)
Related Files
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)
Related Files
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)
Related Files
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)
Related Files
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)
Related Files
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)
Related Files
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)
Related Files
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)
Related Files
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)
Related Files
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)
Related Files
PDF (587.93 KB) . Incorporating Demand Response into Western Interconnection Transmission Planning. LBNL, 2013. LBNL-6381E. PDF (702.25 KB)
Related Files
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)
Related Files
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)
Related Files
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)
Related Files
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)
Related Files
Presentation PDF (1.17 MB) Report PDF (517.6 KB)