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