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Bearing remaining useful life prediction based on periodic identification and expert knowledge embedding

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Transactions of the Institute of Measurement and Control

Published online on

Abstract

Transactions of the Institute of Measurement and Control, Ahead of Print.
To improve the prediction accuracy of the remaining useful life of bearings, this study proposes a neural network model that incorporates expert knowledge embedding and periodic identification methods. In the proposed architecture, expert knowledge ...