Multi-Step-Ahead Wind Speed Forecast Method Based on Outlier Correction, Optimized Decomposition, and DLinear Model

Precise and dependable wind speed forecasting (WSF) enables operators of wind turbines to make informed decisions and maximize the use of available wind energy. This study proposes a hybrid WSF model based on outlier correction, heuristic algorithms, signal decomposition methods, and DLinear. Specif...

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Autors principals:	Jialin Liu, Chen Gong, Suhua Chen, Nanrun Zhou
Format:	Artigo
Idioma:	Inglês
Publicat:	MDPI AG 2023-06-01
Col·lecció:	Mathematics
Matèries:	wind speed forecasting Hampel identifier improved variational mode decomposition grey wolf optimization DLinear
Accés en línia:	https://www.mdpi.com/2227-7390/11/12/2746
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