Input Features Gas concentrations (parts per million, ppm)

Output features (Fault types)

H2

CH4

C2H4

C2H6

C2H2

37,800

1740

8

249

8

Partial Discharge (PD)

305

100

161

33

541

Discharge of low energy (D1)

440

89

304

19

757

Discharge of high energy (D2)

3420

7870

6990

1500

33

Thermal fault ≤ 700˚C (T1&T2)

6709

10,500

17,700

1400

750

Thermal fault > 700˚C (T3)

100

200

200

200

20

Normal (NF)