Table 3.
Fault Modes | Normal Gear | Broken Gear | Gear with One Missing Tooth | Gear with a Tooth Root | Overall |
---|---|---|---|---|---|
The number of trained samples | 30 | 30 | 30 | 30 | 120 |
The number of test samples | 20 | 20 | 20 | 20 | 80 |
Permutation entropy of CEEMDAN and BP Accuracy (%) | 85 | 95 | 100 | 60 | 85 |
Permutation entropy of CEEMDAN and ANFIS Accuracy (%) | 80 | 95 | 100 | 85 | 90 |