APPLICATION OF GWO-SVM IN WIND TURBINE GEARBOX FAULT DIAGNOSIS

APPLICATION OF GWO-SVM IN WIND TURBINE GEARBOX FAULT DIAGNOSIS

Aiming at the nonlinear and instability characteristics of the wind turbine gearbox bearing fault signal,a method based on the Fuzzy Entropy and Grey Wolf Optimizer Support Vector Machine（ GWO-SVM） for the fault diagnosis of gearbox was proposed in this paper. Firstly,EEMD was used to decompose the...

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Bibliographic Details
Main Authors: HU Xuan, LI Chun, YE KeHua
Format: Article
Language:zho
Published: Editorial Office of Journal of Mechanical Strength 2021-01-01
Series:Jixie qiangdu
Subjects:
Wind turbine gearbox;Fault diagnosis;Ensemble empirical mode decomposition;Grey wolf optimizer;Support vector machine;Fuzzy entropy
Online Access:http://www.jxqd.net.cn/thesisDetails#10.16579/j.issn.1001.9669.2021.05.002

Internet

http://www.jxqd.net.cn/thesisDetails#10.16579/j.issn.1001.9669.2021.05.002

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