Fault Diagnosis Methods Based on Machine Learning and its Applications for Wind Turbines: A Review

With the increase in the installed capacity of wind power systems, the fault diagnosis and condition monitoring of wind turbines (WT) has attracted increasing attention. In recent years, machine learning (ML) has played a crucial role as an emerging technology for fault diagnosis in wind power syste...

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Auteurs principaux: Tongda Sun, Gang Yu, Mang Gao, Lulu Zhao, Chen Bai, Wanqian Yang
Format: article
Langue:EN
Publié: IEEE 2021
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Accès en ligne:https://doaj.org/article/59c3f5f76d834ed6bfbfac899376b285
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