Winners are not keepers: Characterizing household engagement, gains, and energy patterns in demand response using machine learning in the United States
Annika Todd, C. Anna Spurlock, Ling Jin, Peter Cappers, Sam Borgeson, Dan Fredman, Jarett Zuboy
Topics & Concepts
Energy (signal processing)CategorizationInferenceComputer scienceDemand responseTree (set theory)Smart meterEnvironmental economicsMachine learningRandomized experimentArtificial intelligenceEconometricsBusinessStatisticsEconomicsSmart gridEngineeringMathematicsElectricityElectrical engineeringMathematical analysisSmart Grid Energy ManagementEnergy and Environment ImpactsEnergy, Environment, and Transportation Policies