Deep Learning-Based Remaining Useful Life Estimation of Bearings with Time-Frequency Information

In modern industrial production, the prediction ability of remaining useful life of bearings directly affects the safety and stability of the system. Traditional methods require rigorous physical modeling and perform poorly for complex systems. In this paper, an end-to-end remaining useful life pred...

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Bibliographic Details
Main Authors: Bingguo Liu, Zhuo Gao, Binghui Lu, Hangcheng Dong, Zeru An
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/22/19/7402