Bearing Fault Diagnosis Based on Stochastic Resonance and Improved Whale Optimization Algorithm

Bearing Fault Diagnosis Based on Stochastic Resonance and Improved Whale Optimization Algorithm

In light of the problem of difficult model parameter selection and poor resonance effects in traditional bearing fault detection, this paper proposes a parameter-adaptive stochastic resonance algorithm based on an improved whale optimization algorithm (IWOA), which can effectively detect bearing fau...

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Bibliographic Details
Main Authors: Weichao Huang, Ganggang Zhang, Shangbin Jiao, Jing Wang
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Electronics
Subjects:
stochastic resonance
whale optimization algorithm
bearing signal
fault diagnosis
Online Access:https://www.mdpi.com/2079-9292/11/14/2185

Internet

https://www.mdpi.com/2079-9292/11/14/2185

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