2 papers
stat.ML2026
Learning to Price Electricity for Optimal Demand Response
Jing Shang, Mohammad Mehrabi, Xinyang Zhou +3
There is considerable interest in using time-varying electricity prices to shape consumer demand response, and better align energy demand with renewable production. However, optima…
math.OC2026
Unlocking Deep Demand Flexibility via Dynamic Signals
Xinyang Zhou, Jing Shang, Andrey Bernstein +3
The rapid proliferation of distributed energy resources (DERs) and the electrification of residential loads offer significant potential for grid flexibility but pose stability chal…