Fault type | Fault resistance (Rf) in ohms | La (actual location) in km | Output of proposed classifier | Relay operation time (ms) | Lf (estimated location) in km | Error (%) | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
a | b | c | d | e | f | g | ||||||
cg | 135 | 35 | 0 | 0 | 0.99 | 0 | 0 | 0 | 1 | 9.996 | 34.661 | −0.499 |
dg | 120 | 35 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 6.664 | 34.911 | −0.131 |
e.g. | 99 | 35 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 7.497 | 34.738 | −0.385 |
bdg | 95 | 35 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 6.664 | 35.170 | 0.250 |
bdeg | 85 | 35 | 0 | 1 | 0 | 1 | 1 | 0 | 1 | 6.664 | 35.279 | 0.410 |
abcdg | 35 | 35 | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 9.996 | 35.206 | 0.303 |
abdefg | 25 | 35 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | 9.996 | 34.904 | −0.141 |
abcdefg | 3 | 35 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6.664 | 35.406 | 0.597 |