A Two-Stage Transfer Regression Convolutional Neural Network for Bearing Remaining Useful Life Prediction

A Two-Stage Transfer Regression Convolutional Neural Network for Bearing Remaining Useful Life Prediction

Recently, deep learning techniques have been successfully used for bearing remaining useful life (RUL) prediction. However, the degradation pattern of bearings can be much different from each other, which leads to the trained model usually not being able to work well for RUL prediction of a new bear...

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Bibliographic Details
Main Authors: Xianling Li, Kai Zhang, Weijun Li, Yi Feng, Ruonan Liu
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Machines
Subjects:
transfer learning
remaining useful life prediction
bearing
convolutional neural network
deep learning
Online Access:https://www.mdpi.com/2075-1702/10/5/369

Internet

https://www.mdpi.com/2075-1702/10/5/369

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