Bearing fault diagnosis model using improved Bayesian information criterion-based variational modal decomposition and IGA-SVM

In rotating machinery, the bearing vibration signal is easily covered by the vibration signal of other components, which makes the fault characteristic signal not obvious in the collected vibration signal. In order to better separate the vibration source from the collected vibration signal, a variat...

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Bibliographic Details
Main Authors: Yang-fei Ye, Meng Zhang
Format: Article
Language:English
Published: SAGE Publishing 2022-12-01
Series:Advances in Mechanical Engineering
Online Access:https://doi.org/10.1177/16878132221142108