Research on Bearing Fault Diagnosis of Wind Turbine Gearbox Based on 1DCNN-PSO-SVM

Research on Bearing Fault Diagnosis of Wind Turbine Gearbox Based on 1DCNN-PSO-SVM

Gearbox bearings play an important role in wind power generation system. Their regular and stable operation will increase wind turbine power generation and improve the economic efficiency of wind farms. They often fail because they work under complex wind conditions. Therefore, it is necessary to fi...

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Bibliographic Details
Main Authors: Xiaolin Zhang, Peng Han, Li Xu, Fei Zhang, Yongping Wang, Lu Gao
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Wind power
gearbox bearings
deep learning
fault diagnosis
Online Access:https://ieeexplore.ieee.org/document/9234524/

Internet

https://ieeexplore.ieee.org/document/9234524/

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