Remaining Useful Life Estimation of Rolling Bearing Based on SOA-SVM Algorithm

Remaining Useful Life Estimation of Rolling Bearing Based on SOA-SVM Algorithm

Rolling bearings are an important part of rotating machinery, and are of great significance for fault diagnosis and life monitoring of rolling bearings. Analyzing fault signals, extracting effective degradation information and establishing corresponding models are the premise of residual life predic...

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Bibliographic Details
Main Authors: Xiao Li, Songyang An, Yuanyuan Shi, Yizhe Huang
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Machines
Subjects:
support vector machine
squirrel algorithm
rolling bearing
remaining useful life
PCA analysis
Online Access:https://www.mdpi.com/2075-1702/10/9/729

Internet

https://www.mdpi.com/2075-1702/10/9/729

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