An effective wind speed prediction model combining secondary decomposition and regularised extreme learning machine optimised by cuckoo search algorithm

Abstract Wind speed prediction has an important impact on the planning, economic operation and safe maintenance of wind power systems. However, the high volatility and intermittency of wind speed make it difficult to predict accurately. To improve the prediction accuracy, we developed a hybrid multi...

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Bibliographic Details
Main Authors: Ye Zhang, Wenyu Zhang, Zhenhai Guo, Shuwen Zhang
Format: Article
Language:English
Published: Wiley 2022-08-01
Series:Wind Energy
Subjects:
Online Access:https://doi.org/10.1002/we.2737