Table 13 Based on the imbalanced CWRU dataset.
From: SCBM-Net: a multimodal feature fusion-based dual-channel method for bearing fault diagnosis
Fault type | Label | Damage diameter (mil) | Training set | Test set |
|---|---|---|---|---|
N | 0 | – | 140 | 60 |
IR007 | 1 | 7 | 140 | 60 |
B007 | 2 | 7 | 30 | 15 |
OR007 | 3 | 7 | 30 | 15 |
IR014 | 4 | 14 | 140 | 60 |
B014 | 5 | 14 | 30 | 15 |
OR014 | 6 | 14 | 30 | 15 |
IR021 | 7 | 21 | 140 | 60 |
B021 | 8 | 21 | 30 | 15 |
0R021 | 9 | 21 | 30 | 15 |
