Short-Term Wind Speed Predicting Based on Legendre Multiwavelet Transform and GRU-ENN

Short-Term Wind Speed Predicting Based on Legendre Multiwavelet Transform and GRU-ENN

Wind energy has become a vital component of the power system. Due to the stochastic and intermittent characteristics of wind speed, thus enhancing accuracy and stability in short-term wind speed prediction is imperative and important for effectively harnessing wind energy. This paper proposes a nove...

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Bibliographic Details
Main Authors: Xiaoyang Zheng, Xiaoheng Luo, Dezhi Liu
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Legendre multiwavelet transform
empirical mode decomposition
discrete wavelet transform
Elman neural network
gated recurrent unit
Online Access:https://ieeexplore.ieee.org/document/10614600/
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https://ieeexplore.ieee.org/document/10614600/

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