k-NN based fault detection and classification methods for power transmission systems

Protection and Control of Modern Power Systems

Table 4 Results of various fault locations

Type	location (%)	Mi	M_a,C	M_b,C	M_c,C
Ag	0	1.8356e + 03	0.7890	0.0715	0.0821
Ag	20	1.5959e + 03	0.7035	0.0711	0.0825
Ag	40	1.3724e + 03	0.6222	0.0710	0.0821
Ag	60	1.1608e + 03	0.5493	0.0712	0.0811
Ag	80	957.3303	0.4802	0.0719	0.0560
Ag	100	758.6445	0.4136	0.0732	0.0590
ABg	0	1.5206e + 03	1.0038	0.4373	0.0521
ABg	20	1.3260e + 03	0.8987	0.3990	0.0543
ABg	40	1.1418e + 03	0.7994	0.3615	0.0566
ABg	60	965.7605	0.7050	0.3253	0.0593
ABg	80	795.2633	0.6144	0.2899	0.0598
ABg	100	628.0395	0.5265	0.2549	0.0621
AB	0	0.0251	0.5906	0.5384	0.0444
AB	20	0.0268	0.5338	0.4784	0.0444
AB	40	0.0281	0.4819	0.4270	0.0444
AB	60	0.0289	0.4337	0.3787	0.0444
AB	80	0.0293	0.3884	0.3327	0.0444
AB	100	0.0292	0.3450	0.2898	0.0444
ABC	0	0.0077	0.8967	0.6611	0.6104
ABC	20	0.0077	0.8034	0.5927	0.5474
ABC	40	0.0071	0.7180	0.5305	0.4900
ABC	60	0.0057	0.6387	0.4729	0.4368
ABC	80	0.0036	0.5640	0.4187	0.3868
ABC	100	0.0025	0.4926	0.3668	0.3391