Research Article

Deep Domain Adaptation Model for Bearing Fault Diagnosis with Domain Alignment and Discriminative Feature Learning

Table 3

Accuracy of the CACD-1DCNN model under four different loss functions.

LossesDomain shifts
C ⟶ BC ⟶ AB ⟶ AAverage

0.9480.9160.960.941
10.9720.9760.983
10.9760.9720.983
10.9880.980.989