Remaining Useful Life Prediction Based on Multi-Representation Domain Adaptation

All current deep learning-based prediction methods for remaining useful life (RUL) assume that training and testing data have similar distributions, but the existence of various operating conditions, failure modes, and noise lead to insufficient data with similar distributions during the training pr...

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Bibliographic Details
Main Authors: Yi Lyu, Qichen Zhang, Zhenfei Wen, Aiguo Chen
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/10/24/4647