RETRACTED ARTICLE: Research on Feature Extraction and Diagnosis Method of Gearbox Vibration Signal Based on VMD and ResNeXt

RETRACTED ARTICLE: Research on Feature Extraction and Diagnosis Method of Gearbox Vibration Signal Based on VMD and ResNeXt

Abstract Aiming at the nonlinear and non-stationarity of gearbox fault signals and the confusion among different fault categories, a gear fault diagnosis method combining variational mode decomposition, reconstruction and ResNeXt is proposed in this paper. In this paper, parameter K of VMD is determ...

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Bibliographic Details
Main Authors: Shuihai Dou, Yanlin Liu, Yanping Du, Zhaohua Wang, Xiaomei Jia
Format: Article
Language:English
Published: Springer 2023-07-01
Series:International Journal of Computational Intelligence Systems
Subjects:
Variational mode decomposition
Gearbox fault diagnosis
ResNeXt network
Deep learning
Sample entropy
Online Access:https://doi.org/10.1007/s44196-023-00301-x

Internet

https://doi.org/10.1007/s44196-023-00301-x

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