Table 4 The labels in the CWRU dataset and their corresponding fault types.
From: Lightweight bearing fault diagnosis via decoupled distillation and low rank adaptation
Faulty Mode | Fault size(mm) | Total dataset | class labels |
|---|---|---|---|
Health | - | 280 | 0 |
Ball cracking (Minor) | 0.18 | 280 | 1 |
Ball cracking (Moderate) | 0.36 | 280 | 2 |
Ball cracking (Severe) | 0.53 | 280 | 3 |
OR cracking (Minor) | 0.18 | 280 | 4 |
OR (Moderate) | 0.36 | 280 | 5 |
OR (Severe) | 0.53 | 280 | 6 |
IR (Minor) | 0.18 | 280 | 7 |
IR (Moderate) | 0.36 | 280 | 8 |
IR (Severe) | 0.53 | 280 | 9 |
