Short-term load forecasting of regional integrated energy system

Abstract

Based on the theoretical analysis of Elman network, the short-term load forecasting model of regional integrated energy system is established.The structure and parameters of the model are determined through repeated off-line training and experiments.The forecasting accuracy is significantly higher than that of traditional BP network, and the prediction error is less than 3 %, which can meet the needs of coordination and scheduling of regional integrated energy system.