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An open-set classifier-guided dynamic joint domain adaptation for fault diagnosis of rolling bearings

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Structural Health Monitoring: An International Journal

Published online on

Abstract

Structural Health Monitoring, Ahead of Print.
Domain adaptation (DA) techniques have shown effectiveness in cross-domain fault diagnosis; however, their performance is constrained by the closed-set assumption, which is often unrealistic in complex industrial environments. The inherent uncertainty and ...