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DWAE-LIP with joint-TF loss: a new fault extraction method for rolling bearings under strong noise

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Structural Health Monitoring: An International Journal

Published online on

Abstract

Structural Health Monitoring, Ahead of Print.
This paper proposes a new fault extraction method to address the challenge in rolling bearing fault diagnosis, where traditional denoising methods inadequately balance noise suppression and impulsive feature preservation. The method utilizes a discrete ...