Skip to main content
. 2021 Apr 7;16(4):e0246403. doi: 10.1371/journal.pone.0246403

Table 2. ANN l test results.

Fault type and direction Actual output Ideal output
Phase a grounding at 40% of adjacent lines(Rg = 0Ω) 0.9975 l
Phase B grounding at 40% of adjacent lines(Rg = 30Ω) 0.9847 l
Phase C grounding at 40% of adjacent lines(Rg = 20Ω) 0.9903 1
Two phase short circuit fault at 40% of adjacent lines 0.9914 1
Three phase short circuit fault at 40% of adjacent lines 0.9905 1
Phase a grounding in opposite direction(Rg = 0Ω) 0.0058 0
Phase B grounding in opposite direction(Rg = 30Ω) 0.0249 0
Phase C grounding in opposite direction(Rg = 20Ω) 0.0163 0
Reverse two phase short circuit fault 0.0091 0
Reverse three-phase short circuit fault 0.0087 0