Research Article
Deep Domain Adaptation Model for Bearing Fault Diagnosis with Riemann Metric Correlation Alignment
Table 4
The diagnosis results of six domain shifts of the proposed method with different SNR values.
| Domain shifts | SNR (dB) |
| A ⟶ B | −2 | 0 | 2 | 4 | 6 | 8 | 10 | A ⟶ C | 0.604 | 0.864 | 0.908 | 0.936 | 0.988 | 1 | 1 | B ⟶ C | 0.812 | 0.796 | 0.924 | 0.984 | 0.992 | 1 | 1 | C ⟶ B | 0.728 | 0.796 | 0.884 | 0.988 | 1 | 1 | 1 | C ⟶ A | 0.748 | 0.704 | 0.88 | 0.948 | 0.972 | 0.972 | 0.98 | B ⟶ A | 0.712 | 0.828 | 0.936 | 0.944 | 0.972 | 0.976 | 0.98 |
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