An Online Learning Framework for Targeting Demand Response Customers

We study the optimal design of demand response and peak-time rebate programs in the electricity sector. Load-serving entities (LSEs) frequently use demand response or peak-time rebate programs to reduce consumption during peak hours. However, LSEs have imperfect information, so they typically estimate a customer’s counterfactual energy consumption—often referred to as ‘baseline’— and offer compens...