Rolling bearing intelligent fault diagnosis method based on IPSO-WCNN

In the bearing fault diagnosis process using the convolution neural network (CNN), there are some problems, such as complex signal data processing and the complex network parameter setting. A rolling bearing fault diagnosis method is proposed to solve these problems based on improved particle swarm...

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Bibliographic Details
Main Authors: Ronghua Chen, Yingkui Gu, Kuan Wu, Cheng Li
Format: Article
Language:English
Published: SAGE Publishing 2023-03-01
Series:Measurement + Control
Online Access:https://doi.org/10.1177/00202940221092109