Evaluation and Prediction Method of Rolling Bearing Performance Degradation Based on Attention-LSTM

It is significant for the evaluation and prediction of the performance degradation of rolling bearings. However, the degradation stage division of the rolling bearing performance is not obvious in traditional methods, and the prediction accuracy is low. Therefore, an Attention-LSTM method is propose...

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Bibliographic Details
Main Authors: Yaping Wang, Chaonan Yang, Di Xu, Jianghua Ge, Wei Cui
Format: Article
Language:English
Published: Wiley 2021-01-01
Series:Shock and Vibration
Online Access:http://dx.doi.org/10.1155/2021/6615920
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