Fine-grained multisource domain adaptation for bearing fault diagnosis using attention mechanism
Structural Health Monitoring: An International Journal
Published online on February 11, 2026
Abstract
Structural Health Monitoring, Ahead of Print.
Domain adaptation (DA) is crucial for effective bearing fault diagnosis, as it ensures reliable performance across varying operational conditions. Current multisource DA (MSDA) methods mainly focus on overall source domain alignment, neglecting individual ...
Domain adaptation (DA) is crucial for effective bearing fault diagnosis, as it ensures reliable performance across varying operational conditions. Current multisource DA (MSDA) methods mainly focus on overall source domain alignment, neglecting individual ...