Short-Term Wind Speed Forecasting Based on the EEMD-GS-GRU Model

Short-Term Wind Speed Forecasting Based on the EEMD-GS-GRU Model

To improve the accuracy of short-term wind speed forecasting, we proposed a Gated Recurrent Unit network forecasting method, based on ensemble empirical mode decomposition and a Grid Search Cross Validation parameter optimization algorithm. In this study, first, in the process of decomposing, the se...

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Bibliographic Details
Main Authors: Huaming Yao, Yongjie Tan, Jiachen Hou, Yaru Liu, Xin Zhao, Xianxun Wang
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Atmosphere
Subjects:
wind speed forecasting
gated recurrent unit
ensemble empirical mode decomposition
Grid Search Cross Validation
Online Access:https://www.mdpi.com/2073-4433/14/4/697

Internet

https://www.mdpi.com/2073-4433/14/4/697

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