Bidirectional self-Attention Gated Recurrent Unit for Health Index Prediction of Rolling Bearings

In rotating mechanical equipment, rolling bearings are commonly used mechanical components, the failure of which can lead to serious accidents and significant economic losses. Therefore, it is necessary to construct health index to reflect the health status of rolling bearings, and the prediction of...

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Bibliographic Details

Published in:	Chinese Control Conference pp. 6656 - 6662
Main Authors:	Li, Jingwei, Li, Sai, Ding, Zhixia, Zheng, Aiai, Ye, Xuan
Format:	Conference Proceeding
Language:	English
Published:	Technical Committee on Control Theory, Chinese Association of Automation 24.07.2023
Subjects:	Attention mechanism Deep denoising autoencoder Degradation Gated recurrent unit Health index prediction Logic gates Neural networks Noise reduction Predictive models Rolling bearings Vibrations
ISSN:	1934-1768
Online Access:	Get full text
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