Bearing Fault Diagnosis Based on Domain Adaptation Using Transferable Features under Different Working Conditions

Figure 10

Feature visualization via t-SNE [31] over a fault diagnosis task from training domain L1 (blue) to test domain L2 (red) under different working conditions.

(a) Baseline method

(b) NN NA

(c) NN SA

(d) DATF