Abnormality Detection Method for Wind Turbine Bearings Based on CNN-LSTM

Wind turbine energy generators operate in a variety of environments and often under harsh operational conditions, which can result in the mechanical failure of wind turbines. In order to ensure the efficient operation of wind turbines, the detection of any abnormality in the mechanics is particularl...

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Bibliographic Details
Main Authors: Fanghong Zhang, Yuze Zhu, Chuanjiang Zhang, Peng Yu, Qingan Li
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/16/7/3291