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An Early Fault Detection Method for Wind Turbine Main Bearings Based on Self-Attention GRU Network and Binary Segmentation Changepoint Detection Algorithm

The condition monitoring and potential anomaly detection of wind turbines have gained significant attention because of the benefits of reducing the operating and maintenance costs and enhancing the reliability of wind turbines. However, the complex and dynamic operation states of wind turbines still...

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Principais autores: Junshuai Yan, Yongqian Liu, Xiaoying Ren
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2023-05-01
Colecção:Energies
Assuntos:
Acesso em linha:https://www.mdpi.com/1996-1073/16/10/4123
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