Remaining Useful Life Prediction Method Enhanced by Data Augmentation and Similarity Fusion

Precise prediction of the remaining useful life (RUL) of rolling bearings is crucial for ensuring the smooth functioning of machinery and minimizing maintenance costs. The time-domain features can reflect the degenerative state of the bearings and reduce the impact of random noise present in the ori...

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Bibliographic Details
Main Authors: Huaqing Wang, Ye Li, Ye Jin, Shengkai Zhao, Changkun Han, Liuyang Song
Format: Article
Language:English
Published: MDPI AG 2024-06-01
Series:Vibration
Subjects:
Online Access:https://www.mdpi.com/2571-631X/7/2/29