Short-Term Load Forecasting of Power System Based on VMD-CNN-BIGRU

In order to improve the accuracy of load prediction, taking into account the internal laws and external influencing factors of historical load itself, a kind of variational modal decomposition (VMD) -convolutional neural networks (CNN) -bi-directional gated recurrent units are proposed. BIGRU) short...

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Bibliographic Details
Main Authors: Huping YANG, Yang YU, Chao WANG, Xiangjun LI, Yitao HU, Chuchu RAO
Format: Article
Language:zho
Published: State Grid Energy Research Institute 2022-10-01
Series:Zhongguo dianli
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Online Access:https://www.electricpower.com.cn/CN/10.11930/j.issn.1004-9649.202206097
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