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...