Distributed energy power prediction of the variational modal decomposition and Gated Recurrent Unit optimization model based on the whale algorithm

Distributed energy power prediction of the variational modal decomposition and Gated Recurrent Unit optimization model based on the whale algorithm

Based on the load characteristics of industrial parks, this paper optimizes the load prediction model of industrial parks, in order to provide data support for the research of scheduling algorithms. Aiming at the influence of Variational Modal Decomposition (VMD) modal parameters K and penalty facto...

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Bibliographic Details
Main Authors: Tianbo Yang, Liansheng Huang, Peng Fu, Xiaojiao Chen, Xiuqing Zhang, Tao Chen, Shiying He
Format: Article
Language:English
Published: Elsevier 2022-11-01
Series:Energy Reports
Subjects:
Short-term load prediction
Gated recurrent unit
Variational mode decomposition
Model combination
Deep learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484722019771

Internet

http://www.sciencedirect.com/science/article/pii/S2352484722019771

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