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Table 3 Response of protection scheme for remote phase(s) to ground faults with Φi = 90º, Rf = 99 Ω and remote phase(s) to phase fault with Φi = 45º, Rf = 0 Ω respectively

From: An improved fault detection classification and location scheme based on wavelet transform and artificial neural network for six phase transmission line using single end data only

Fault type

La (actual location) in km

Output of classifier

Relay operation Time (ms)

Lf (estimated location) in km

Error (%)

a

b

c

d

e

f

g

ag

67.8

0.99

0

0

0

0

0

0.99

12.495

68.188

0.571

abg

67.9

0.99

0.99

0

0

0

0

0.99

11.662

68.266

0.538

aceg

66

1

0

1

0

1

0

1

5.831

65.778

−0.326

acdeg

67

1

0

1

0.99

0.99

0

1

11.662

66.596

−0.594

acdefg

66

0.99

0

0.99

0.99

0.99

0.99

0.99

11.662

65.738

−0.385

abcdefg

67

0.96

0.82

0.98

0.93

0.99

0.93

0.96

9.996

66.877

−0.181

ae

66

1

0

0

0

1

0

0

9.996

66.020

0.029

abd

67

1

0.99

0

0.99

0

0

0

11.662

66.551

−0.660

abdf

66

1

1

0

1

0

1

0

8.33

65.817

−0.269

abcef

67

1

1

1

0

1

1

0

8.33

67.381

0.560

abcdef

66

1

0.99

1

1

1

1

0

7.497

65.794

−0.303