Table 4 The experiment dataset of Southeast University.
From: Bearing fault diagnosis method based on SAGAN and improved ResNet
Types | Load | Condtion | Length | Train/Valid/Test |
|---|---|---|---|---|
0 | 20 Hz-0 V | 20_ball | 1024 | 800/100/100 |
1 | 20 Hz-0 V | 20_comb | 1024 | 800/100/100 |
2 | 20 Hz-0 V | 20_inner | 1024 | 800/100/100 |
3 | 20 Hz-0 V | 20_normal | 1024 | 800/100/100 |
4 | 20 Hz-0 V | 20_outer | 1024 | 800/100/100 |
5 | 30 Hz-2 V | 30_ball | 1024 | 800/100/100 |
6 | 30 Hz-2 V | 30_comb | 1024 | 800/100/100 |
7 | 30 Hz-2 V | 30_inner | 1024 | 800/100/100 |
8 | 30 Hz-2 V | 30_normal | 1024 | 800/100/100 |
9 | 30 Hz-2 V | 30_outer | 1024 | 800/100/100 |
