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Open access Aug 2026

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...

Wei Luo · 0 citations

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