Table 13 The accuracy of PAs in the eighth scenario (validation data accuracy).

From: A fault classification scheme based on protective agents for microgrid with parameters impact analysis

Protection agent

Protection zone

Fault detection accuracy (%)

FT and FP accuracy (%)

Fault location error (%)

DNN-1

DNN-2

DNN-1

DNN-2

DNN-1

DNN-2

SRCU

Line 12

98.74

99.89

98.67

99.78

2.16

1.89

Line 23

98.62

99.95

98.51

99.82

2.24

1.45

Line 34

98.49

99.81

98.4

99.71

2.56

1.57

Line 56

98.79

99.93

98.62

99.85

2.41

1.39

Average

98.66

99.895

98.55

99.79

2.34

1.575

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