IEEE

Closed-Loop Probabilistic Forecasting Method of Short-Term Spatial Load Considering Corrupted Data and Field Verification

Abstract: The rapid development of flexible load technologies brings new challenges to short-term spatial load forecasting (SSLF) in distribution networks (DNs). Conventionally, as an open-loop method ...
IEEE

Human-in-the-Loop Reinforcement Learning Method for Volt/Var Control in Active Distribution Network With Safe Operation Mechanism

Abstract: In recent years, distributed energy resources (DERs) in power systems have been increasingly integrated into the distribution network. DERs will improve the flexibility and economy of active ...