Bearing Remaining Useful Life Prediction Based on AdCNN and CWGAN under Few Samples

At present, deep learning is widely used to predict the remaining useful life (RUL) of rotation machinery in failure prediction and health management (PHM). However, in the actual manufacturing process, massive rotating machinery data are not easily obtained, which will lead to the decline of the pr...

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Bibliographic Details
Main Authors: Junfeng Man, Minglei Zheng, Yi Liu, Yiping Shen, Qianqian Li
Format: Article
Language:English
Published: Wiley 2022-01-01
Series:Shock and Vibration
Online Access:http://dx.doi.org/10.1155/2022/1709071
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