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MLFGCN: short-term residential load forecasting via graph attention temporal convolution network

  • 【作者】Ding Feng, Dengao Li, Yu Zhou, Wei Wang
  • 【刊名】Frontiers in neurorobotics
  • 【作者单位】Affiliations 1 College of Computer Science and Technology (College of Data Science), Taiyuan University of Technology, Taiyuan, China. 2 College of Computer Science and Technology, Taiyuan Normal University, Jinzhong, China. 3 Shanxi Energy Internet Research Institute, Taiyuan, China. 4 Key Laboratory of Big Data Fusion Analysis and Application of Shanxi Province, Taiyuan, China.
  • 【年份】2024
  • 【卷号】Vol.18
  • 【页码】1461403
  • 【ISSN】1662-5218
  • 【关键词】graph neural networks load forecasting multi-level feature fusion neural network time-series forecasting. 
  • 【摘要】 Introduction: Residential load forecasting is a challenging task due to the random fluctuations caused by complex correlations and individual differences. The existing short-term load forecasting models usually introduce external influencing factors ...
  • 【文献类型】 期刊
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