Short-Term Electricity Load Forecasting Model Based on EMD-GRU with Feature Selection

Many factors affect short-term electric load, and the superposition of these factors leads to it being non-linear and non-stationary. Separating different load components from the original load series can help to improve the accuracy of prediction, but the direct modeling and predicting of the decom...

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Bibliographic Details
Main Authors: Xin Gao, Xiaobing Li, Bing Zhao, Weijia Ji, Xiao Jing, Yang He
Format: Article
Language:English
Published: MDPI AG 2019-03-01
Series:Energies
Subjects:
EMD
GRU
Online Access:https://www.mdpi.com/1996-1073/12/6/1140