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Multi-scale Fused Graph Convolutional Network for Multi-site Photovoltaic Power Forecasting

This is the origin Pytorch implementation of the paper "Multi-scale Fused Graph Convolutional Network for Multi-site Photovoltaic Power Forecasting". Here, a novel and effective spatiotemporal model is constructed for multi-site photovoltaic power forecasting. The full open-source code will be made available upon publication of the paper.

Requirement

  • Python 3.6
  • matplotlib == 3.1.1
  • numpy == 1.19.4
  • pandas == 0.25.1
  • scikit_learn == 0.21.3
  • torch == 1.8.0

Acknowledgement

This work was supported by the Natural Science Foundation of China under Project Nos. 72242104 and the Postdoctoral Science Foundation under Project Nos. 2024M761027.

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