Table 1 Description of bearing experiment data.
Label | Load / RPM | Status | Fault sizes(mm) | Training set | Testing set | sample lengths |
|---|---|---|---|---|---|---|
0 | 2HP, 1750 r/min | B007 | 0.1778 | 70 | 30 | 1024 |
1 | 2HP, 1750 r/min | B014 | 0.3556 | 70 | 30 | 1024 |
2 | 2HP, 1750 r/min | B021 | 0.5334 | 70 | 30 | 1024 |
3 | 2HP, 1750 r/min | IR007 | 0.1778 | 70 | 30 | 1024 |
4 | 2HP, 1750 r/min | IR014 | 0.3556 | 70 | 30 | 1024 |
5 | 2HP, 1750 r/min | IR021 | 0.5334 | 70 | 30 | 1024 |
6 | 2HP, 1750 r/min | OR007 | 0.1778 | 70 | 30 | 1024 |
7 | 2HP, 1750 r/min | OR014 | 0.3556 | 70 | 30 | 1024 |
8 | 2HP, 1750 r/min | OR021 | 0.5334 | 70 | 30 | 1024 |
9 | 2HP, 1750 r/min | Normal | — | 70 | 30 | 1024 |
