Table 9 TOP for OM3.

From: Comparative study of heuristic algorithms for coordination of industrial over current relays with nonstandard characteristics in microgrid protection

Fault

Relays

20

21

Sine Cosine

Mod Whale

F1

R_4 (B)

0.59

0.59

0.4366

0.92

R_2 (P)

0.29

0.29

0.1439

0.62

R_1 (P)

0.56

0.56

0.5571

0.89

R_13 (B)

0.86

0.86

0.8949

1.19

F2

R_6 (B)

0.85

0.85

0.7472

1.18

R_4 (P)

0.55

0.55

0.4089

0.88

R_15 (B)

0.85

0.85

0.7007

1.18

R_1 (B)

0.59

0.59

0.5907

0.62

R_3 (P)

0.29

0.29

0.2827

0.92

F3

R_8 (B)

1.1

1.1

1.033

1.43

R_6 (P)

0.81

0.81

0.7145

1.14

R_15 (B)

1.01

1.01

0.8311

1.34

R_5 (P)

0.55

0.55

0.4154

0.88

F4

R_5 (B)

0.59

0.59

0.4477

0.52

R_12 (P)

0.29

0.29

0.1459

0.62

R_11 (B)

1.37

1.37

1.3114

2.06

R_8 (P)

1.06

1.06

0.9864

1.39

F5

R_6 (B)

1

1

0.9136

1.33

R_15 (B)

1

1

0.9550

1.33

R_10 (P)

0.29

0.29

0.1739

0.62

R_14 (B)

0.59

0.59

0.7965

0.92

R_9 (P)

0.29

0.29

0.4638

0.62