Intelligent Fault Diagnosis on CWRU
99.5Test AccuracyProposed On-Device NAS
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Proposed On-Device NASdevice=RPi 4, (k, c)=(16, 4)2026.06 | 99.5 | 0.7 | 29.5 | 39.3 | 3 | 14.6 | |
| Chen et al.device=RPi 42026.06 | 99.3 | 0.2 | 66.5 | 163.39 | — | — | |
| Chen et al.device=RPi 32026.06 | 99.3 | 0.5 | 66.5 | 163.39 | — | — | |
| Chen et al.device=RPi Zero 22026.06 | 99.3 | 0.6 | 66.5 | 163.39 | — | — | |
| Proposed On-Device NASdevice=RPi 3, (k, c)=(16, 3)2026.06 | 99.2 | 1.1 | 28.5 | 24.5 | 7 | 27.9 | |
| Proposed On-Device NASdevice=RPi Zero 2, (k, c)=(4, 4)2026.06 | 94.6 | 0.4 | 10 | 9.45 | 5 | 10.2 |