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Author

Zhihao Zhang

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Aug 2026

An adaptive time-frequency fusion PatchTST model for electric vehicle charging load forecasting

Accurate electric vehicle (EV) charging load forecasting is important for grid dispatch, peak-load management, and charging infrastructure planning. However, residential EV charging loads exhibit both multi-scale periodicity and stochastic fluctuations, making it difficult for fixed-window models to capture dynamic tem...

Jingyue Zhang, Jinghua Wang, Peng-Tao Su et al. · 0 citations

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