Self-Healing of Active Distribution Networks by Accurate Fault Detection, Classification, and Location

Table 4

Feature and target vector for LL, LLG, and LLL-LLLG faults.

Feature vector ()			Target (fault section)	Feature vector ()			Target (fault section)
LL	LLG	LLL-LLLG		LL	LLG	LLL-LLLG
2822.643	3306.614	4861.824	S1	2614.992	3027.313	4393.327	S19
2774.389	3218.704	4696.100	S2	1797.140	2063.875	2938.972	S20
2595.139	3000.128	4344.210	S3	1633.786	1873.884	2654.205	S21
2509.253	2868.270	4144.692	S4	1399.706	1601.891	2246.583	S22
2379.042	2738.897	3950.992	S5	2323.251	2675.866	3856.438	S23
2085.417	2393.620	3435.258	S6	1875.985	2154.259	3074.111	S24
1848.056	2121.412	3025.410	S7	1577.323	1806.949	2553.733	S25
1717.192	1968.574	2796.063	S8	2021.239	2321.976	3325.399	S26
1474.321	1686.317	2373.054	S9	1936.599	2223.234	3175.450	S27
1296.823	1478.921	2063.928	S10	1592.604	1823.691	2578.992	S28
1278.184	1456.002	2029.640	S11	1412.155	1614.147	2265.007	S29
1241.478	1414.348	1967.304	S12	1341.828	1532.300	2142.419	S30
1071.146	1216.410	1670.503	S13	1113.248	1266.476	1744.011	S31
963.22098	1090.754	1482.132	S14	1052.006	1195.236	1637.238	S32
894.745	1010.794	1362.275	S15	980.976	1112.632	1513.420	S33
831.843	937.197	1251.934	S16	2544.992	2937.313	4192.327	S34
713.248	798.713	1044.107	S17	2219.900	2471.300	3751.700	S35
679.869	759.291	984.962	S18	1922.220	2129.996	3199.299	S36