Induction Motor Stator Interturn Short Circuit Fault Detection in Accordance with Line Current Sequence Components Using Artificial Neural Network

Table 1

Magnitude of phase currents and sequence components of phase currents.

% shorting in phase-A winding	Phase current values (A)			Sequence component of current values
	Ia	Ib	Ic	Ipositive	Inegative	Izero
0	10.1651	10.162	10.165	10.0248	0	0
0.233	10.252	10.17	10.1705	10.0289	0.0042	0.0043
0.467	10.339	10.17	10.1705	10.0329	0.0085	0.0085
0.7	10.4259	10.17	10.1705	10.037	0.0127	0.0127
0.933	10.5129	10.17	10.1705	10.0411	0.0169	0.0169
1.167	10.5998	10.17	10.1705	10.0452	0.0212	0.0212
1.4	10.6867	10.17	10.1705	10.0493	0.0254	0.0254
1.633	10.7737	10.17	10.1703	10.0534	0.0296	0.0296
1.867	10.8606	10.17	10.1703	10.0574	0.0338	0.0339
2.1	10.9476	10.17	10.1703	10.0615	0.0381	0.0381
2.333	11.0345	10.17	10.1705	10.0656	0.0423	0.0423
3.5	11.1932	10.17	10.1704	10.1074	0.0862	0.0862
4.667	11.3508	10.17	10.1704	10.1498	0.1309	0.1309
5.833	11.5174	10.17	10.1704	10.1951	0.1784	0.1784
7	11.6899	10.17	10.1704	10.2406	0.2255	0.2255
8.167	11.8631	10.17	10.1704	10.2859	0.2737	0.2737
9.333	12.0455	10.17	10.1702	10.3337	0.3238	0.3238
10.5	12.2366	10.17	10.1702	10.3825	0.3755	0.3755