Total process of fault diagnosis for wind turbine gearbox, from the perspective of combination with feature extraction and machine learning: A review

Total process of fault diagnosis for wind turbine gearbox, from the perspective of combination with feature extraction and machine learning: A review

With the increasing of the installed capacity of wind power, the condition monitoring and maintains technique is becoming more important. Wind Turbines (WT) gearbox is one of the key wind power components as it plays the role of power transmission and speed regulation. Towards this, a number of scho...

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Bibliographic Details
Main Authors: Xinhua Xu, Xinyu Huang, Haibin Bian, Jiani Wu, Chen Liang, Feiyun Cong
Format: Article
Language:English
Published: Elsevier 2024-01-01
Series:Energy and AI
Subjects:
Wind turbine gearbox
Machine learning
Fault diagnosis
Artificial neural network
Online Access:http://www.sciencedirect.com/science/article/pii/S2666546823000903

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http://www.sciencedirect.com/science/article/pii/S2666546823000903

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