An Adaptive Hybrid Model for Wind Power Prediction Based on the IVMD-FE-Ad-Informer

An Adaptive Hybrid Model for Wind Power Prediction Based on the IVMD-FE-Ad-Informer

Accurate wind power prediction can increase the utilization rate of wind power generation and maintain the stability of the power system. At present, a large number of wind power prediction studies are based on the mean square error (MSE) loss function, which generates many errors when predicting or...

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Bibliographic Details
Main Authors: Yuqian Tian, Dazhi Wang, Guolin Zhou, Jiaxing Wang, Shuming Zhao, Yongliang Ni
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Entropy
Subjects:
wind power prediction
improved variational mode decomposition
fuzzy entropy
adaptive loss function
Informer
Online Access:https://www.mdpi.com/1099-4300/25/4/647

Internet

https://www.mdpi.com/1099-4300/25/4/647

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