Heterogeneous dual-stream contrastive adversarial network for cross-domain mechanical fault diagnosis
Structural Health Monitoring: An International Journal
Published online on July 08, 2026
Abstract
Structural Health Monitoring, Ahead of Print.
In the cross-machine fault diagnosis task of bearings for rotating machinery, inherent physical differences among different mechanical devices cause severe domain distribution shift of fault features. Consequently, the diagnostic model trained on the ...
In the cross-machine fault diagnosis task of bearings for rotating machinery, inherent physical differences among different mechanical devices cause severe domain distribution shift of fault features. Consequently, the diagnostic model trained on the ...