Gearbox Fault Diagnosis Based on ICEEMDAN-MPE-AWT and SE-ResNeXt50 Transfer Learning Model

Gearbox Fault Diagnosis Based on ICEEMDAN-MPE-AWT and SE-ResNeXt50 Transfer Learning Model

Because the gearbox in transmission systems is prone to failure and the fault signal is not obvious, the fault end cannot be located. In this paper, a gearbox fault diagnosis method grounded on improved complete ensemble empirical mode decomposition with adaptive noise, a multiscale permutation entr...

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Bibliographic Details
Main Authors: Hongfeng Gao, Tiexin Xu, Renlong Li, Chaozhi Cai
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Applied Sciences
Subjects:
gearbox
fault diagnosis
transfer learning
ICEEMDAN
MPE
AWT
Online Access:https://www.mdpi.com/2076-3417/14/6/2565

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