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A dynamic weighted joint distribution domain adaptation network for cross-machine fault diagnosis of rolling bearings

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Structural Health Monitoring: An International Journal

Published online on

Abstract

Structural Health Monitoring, Volume 25, Issue 3, Page 1739-1760, May 2026.
Rolling bearings are fundamental components in machinery, and precise fault diagnosis is critical for assessing the overall reliability of mechanical systems. In cross-domain fault diagnosis, domain drift presents a primary challenge, often leading to ...