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Table 7 Response of protection scheme with variations in SCC of source, X/R ratio, voltage variation (±10 %), frequency variation (±5 %), power flow angle variation

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

Voltage variation (±10 %)

Frequency variation (±5 %)

Power flow angle (δ)

Short circuit capacity of source (MVA)

X/R ratio

Output of classifier

Relay operation time (ms)

a

b

c

d

e

f

g

fg

125

57

25

250

1

0

0

0

0

0

1

1

8.330

cfg

127

57

26

450

2

0

0

1

0

0

1

1

8.330

bcfg

130

58

27

750

3

0

1

1

0

0

1

1

8.330

bcdfg

132

58

28

950

4

0

1

1

1

0

1

1

8.330

bcdefg

136

59

29

1250

5

0

1

1

1

1

1

1

8.330

abcdefg

139

60

30

1450

6

1

1

1

1

1

1

1

7.497

bd

141

60

31

1650

7

0

1

0

0.99

0

0

0

4.998

bcd

144

61

32

1950

8

0

1

0.91

0.99

0

0

0

6.664

abdf

147

61

33

1990

8

0.99

0.99

0

0.99

0

0.99

0

9.996

abcdf

149

62

34

2000

9

0.97

0

0.93

0.61

0

0.97

0

9.163

abcdef

150

60

35

1000

5

1

1

1

1

1

1

0

7.497