Sr. No. | Output features (Fault types) | Training Dataset | Testing Dataset | Total Dataset |
1 | Partial Discharge (PD) | 6 | 3 | 9 |
2 | Discharge of low energy (D1) | 18 | 8 | 26 |
3 | Discharge of High Energy (D2) | 33 | 15 | 48 |
4 | Thermal faults ≤ 700˚C (T1 and T2) | 12 | 4 | 16 |
5 | Thermal faults > 700˚C (T3) | 13 | 5 | 18 |
6 | Normal (NF) | 24 | 10 | 34 |
Total dataset | 106 | 45 | 151 |