Table 1 Fault cases in training and testing purpose
Parameters | Training Data | Testing Data |
|---|---|---|
Fault sections | Section-1 (S1) and Section-2 (S2) | section-1 (S1) and section-2 (S2) |
Fault type | LG (AG, BG, CG), LLG (ABG, BCG, ACG), LL (AB, BC, CA), LLL (ABC) | LG (AG, BG, CG), LLG (ABG, BCG, ACG), LL (AB, BC, CA), LLL (ABC) |
Fault location: FL in (km) | Section 1 (5,10 and 15 = 3 locations) and Section 2 (5,15,25,…195 = 20 locations) Total locations = 23 | Different fault location between 1-17 km for section-1 and 1-199 km for section-2. |
Fault inception angle: Φi in (°) | 0 | 0, 45, 90, 135, 180, 225, 270, 315 |
Fault Resistance: Rf in (Ω) | 0, 10 for phase faults and 0, 100 ohms for ground faults | 0,10……100 = 10 fault resistance for 6 type of LG and LLG fault + 2 fault resistance for 4 types of LL and LLL fault |
Total fault cases = 460 cases | Total fault cases = 328 (section-1) + 9520 (section-2) = 9848 |