A New Method of Bearing Remaining Useful Life Based on Life Evolution and SE-ConvLSTM Neural Network

The degradation process of bearing performance in the whole life cycle is a complex and nonlinear process. However, the traditional neural network-based approaches usually consider the degradation process of bearing performance as linear, which does not accord with the actual situation of bearing de...

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Bibliographic Details
Main Authors: Shuai Yang, Yongqiang Liu, Yingying Liao, Kang Su
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Machines
Subjects:
Online Access:https://www.mdpi.com/2075-1702/10/8/639