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

Table 5

Input and target values for ANN.

X = (Ipositive − Inegative)/Ipositive	ANN classifier target value	% shorting/severity level
1	10000	0
0.99958121	10023	0.233
0.999152787	10046	0.467
0.998734682	10070	0.7
0.998316917	10093	0.933
0.997889539	10116	1.167
0.997472461	10140	1.4
0.997055722	10163	1.633
0.99663929	10186	1.867
0.996213288	10210	2.1
0.995797568	10233	2.333
0.991471595	10350	3.5
0.987103194	10466	4.667
0.982501398	10583	5.833
0.977979806	10700	7
0.973390758	10816	8.167
0.968665628	10933	9.333
0.963833373	11050	10.5
0.959022445	11166	11.667
0.95449383	11333	13.333
0.954113909	11500	15
0.954000839	11667	16.667
0.948959154	11800	18
0.943823196	11916	19.167
0.938604651	12033	20.334