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DWT-Former: Fusing wavelet-based multi-scale features and transformer-based temporal representations for photovoltaic power forecasting
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DOI：10.1016/j.energy.2025.139283.png)
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Abstract
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• Fuses wavelet multi-scale analysis with Transformer temporal modeling. • Decouples PV dynamics from meteorological factors to improve forecast accuracy. • Achieves SOTA on four real PV datasets and supports grid-stability planning.