Remaining life prediction of rolling bearing based on PCA and improved logistic regression model

Remaining life prediction of rolling bearing based on PCA and improved logistic regression model

Rolling bearing reliability assessment and remaining useful life (RUL) prediction are crucially important for improving the reliability of mechanical equipment, reducing the probability of sudden failure, and saving on maintenance costs. Novel prediction method is proposed based on PCA and Improved...

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Bibliographic Details
Main Authors: Fengtao Wang, Bei Wang, Bosen Dun, Xutao Chen, Dawen Yan, Hong Zhu
Format: Article
Language:English
Published: JVE International 2016-12-01
Series:Journal of Vibroengineering
Subjects:
RUL
PCA
ILRM
reduced dimensions
relative features
Online Access:https://www.jvejournals.com/article/17449

Internet

https://www.jvejournals.com/article/17449

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