CNN-Attention-Based Renewable Energy Generation and Load Forecasting Method for Stable Operation of Smart Grids
High renewable penetration increases source-load uncertainty and challenges the stable operation of smart grids. This paper proposes a prediction-driven framework that integrates CNN-Attention-based joint renewable generation and load forecasting with rolling optimization of a battery–supercapacitor hybrid energy stora...