A Cotraining-Based Semisupervised Approach for Remaining-Useful-Life Prediction of Bearings

The failure of bearings can have a significant negative impact on the safe operation of equipment. Recently, deep learning has become one of the focuses of RUL prediction due to its potent scalability and nonlinear fitting ability. The supervised learning process in deep learning requires a signific...

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Bibliographic Details
Main Authors: Xuguo Yan, Xuhui Xia, Lei Wang, Zelin Zhang
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/22/20/7766