Short-Term Wind Power Forecasting Based on VMD and a Hybrid SSA-TCN-BiGRU Network

Wind power generation is a renewable energy source, and its power output is influenced by multiple factors such as wind speed, direction, meteorological conditions, and the characteristics of wind turbines. Therefore, accurately predicting wind power is crucial for the grid operation and maintenance...

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Detalhes bibliográficos

Principais autores:	Yujie Zhang, Lei Zhang, Duo Sun, Kai Jin, Yu Gu
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2023-08-01
coleção:	Applied Sciences
Assuntos:	wind power prediction temporal convolutional network bi-directional gated cyclic unit variational modal decomposition sparrow search algorithm
Acesso em linha:	https://www.mdpi.com/2076-3417/13/17/9888
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