Fault Diagnosis of Wind Turbine Gearbox based on LSGAN and VMD-MPE-KELM

Fault Diagnosis of Wind Turbine Gearbox based on LSGAN and VMD-MPE-KELM

In the actual working condition，the fault samples of wind turbine gearbox are mostly unbalanced. In order to overcome the influence of sample imbalance on the diagnosis effect，a fault diagnosis method of wind turbine gearbox based on LSGAN and VMD-MPE-KELM is proposed. Firstly，LSGAN algorithm is use...

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Bibliographic Details
Main Authors: Cihai Qin, Ruizhi Zhao, Yueqiang Wang, Yunfei Ding, Dong Huang, Xiaolin Lian
Format: Article
Language:zho
Published: Editorial Office of Journal of Mechanical Transmission 2021-11-01
Series:Jixie chuandong
Subjects:
Variational mode decomposition
LSGAN
Gearbox
MPE
Fault diagnosis
Online Access:http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2021.11.024
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