Distributed Uncertainty Set for Load Scheduling of a Smart Home with New Energy System

This paper addresses the load scheduling problem in smart home with the uncertainty of photovoltaic power generation system. A distributed uncertain set is proposed to coordinate the robustness of uncertain sets. Based on the digital characteristics of the historical data of multiple small samples, each agent reduces the impact of singular scenes on the data through information interaction, thereby avoiding the appearance of overprotected scenes. The effectiveness of the method is proved in simulation, and the photovoltaic power generation is estimated.