A soft computing scheme incorporating ANN and MOV energy in fault detection, classification and distance estimation of EHV transmission line with FSC

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Table 6 Test results of ANN-based fault locator for a–b–g (L–L–G) fault

MOV energy a-ph (MJ)	MOV energy b-ph (MJ)	FIA (°)	Actual fault location (km)	ANN fault location (km)	Abs. error (%)
14.3241	14.4362	45	20	23.041	0.760
14.0472	13.7246	315	30	29.135	0.216
13.4605	13.5245	225	50	52.025	0.506
13.3956	13.3809	315	90	87.154	0.711
13.3502	13.3528	45	100	99.118	0.220
13.3489	13.3012	135	120	122.265	0.566
13.2493	13.2646	90	150	149.099	0.225
13.2002	13.2403	90	170	168.850	0.287
13.1720	13.2105	135	200	194.404	1.399
13.1466	13.1619	180	240	242.428	0.606
10.4166	11.4689	45	280	273.366	1.658
8.7512	9.8457	225	310	305.064	1.234
7.4371	8.3886	135	330	330.146	0.036
6.4755	7.6890	0	360	353.889	1.527
5.1643	6.2444	0	380	377.318	0.670