articleEnergyJan 9, 2026Closed access

A hybrid TCN-LSTM-attention framework for multi-scenario short-term photovoltaic power forecasting incorporating physics-informed neural network strategy

YZYing ZhanXWXu WangYXYe XuWLWei Li

North China Electric Power University

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6
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188.76
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100%
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4

Topics & keywords

Topics
Keywords
  • Artificial neural network
  • Robustness (evolution)
  • Photovoltaic system
  • Mean squared error
  • Cluster analysis
  • Hard rime
  • Hyperparameter
  • Hyperparameter optimization
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