Table 2.
Bearing and gear failure types description and Dataset partitioning.
| Subject | Type | Description | Source domain | Target domain | Working conditions | ||
|---|---|---|---|---|---|---|---|
| training | validation | training | validation | ||||
| Bearing | Normal | Health state | 640 | 160 | 50 | 150 |
20 Hz-0 V, 30 Hz-2 V |
| Ball | Ball crack | 640 | 160 | 50 | 150 | 20 Hz-0 V, 30 Hz-2 V | |
| Inner | Inner ring crack | 640 | 160 | 50 | 150 | 20 Hz-0 V, 30 Hz-2 V | |
| Outer | Outer ring crack | 640 | 160 | 50 | 150 | 20 Hz-0 V, 30 Hz-2 V | |
| Combination | Inner and outer ring crack | 640 | 160 | 50 | 150 | 20 Hz-0 V, 30 Hz-2 V | |
| Gear | Normal | Health state | 640 | 160 | 50 | 150 |
20 Hz-0 V, 30 Hz-2 V |
| Chipped | Teeth crack | 640 | 160 | 50 | 150 | 20 Hz-0 V, 30 Hz-2 V | |
| Miss | Missing teeth | 640 | 160 | 50 | 150 | 20 Hz-0 V, 30 Hz-2 V | |
| Root | Root crack | 640 | 160 | 50 | 150 | 20 Hz-0 V, 30 Hz-2 V | |
| Surface | Surface wear | 640 | 160 | 50 | 150 | 20 Hz-0 V, 30 Hz-2 V | |