Multi-Step Short-Term Wind Speed Prediction Models Based on Adaptive Robust Decomposition Coupled with Deep Gated Recurrent Unit

Accurate wind speed prediction is a premise that guarantees the reliable operation of the power grid. This study presents a combined prediction model that integrates data preprocessing, cascade optimization, and deep learning prediction to improve prediction performance. In data preprocessing, the w...

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Bibliographic Details

Published in:	Energies
Main Authors:	Kui Yang, Bofu Wang, Xiang Qiu, Jiahua Li, Yuze Wang, Yulu Liu
Format:	Article
Language:	English
Published:	MDPI AG 2022-06-01
Subjects:	wind speed prediction wavelet soft threshold denoising robust empirical mode decomposition cascade optimization strategy deep gated recurrent unit adaptive model
Online Access:	https://www.mdpi.com/1996-1073/15/12/4221