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

Table 1. ANN l training samples.

Fault type and direction Ideal output
A is connected to the ground. (Rg = 0Ω) Forward fault 1
B is connected to the ground. (Rg = 20Ω)
C is connected to the ground. (Rg = 40Ω)
Two-phase short circuit fault
Three-phase short circuit fault
A is connected to the ground. (Rg = 0Ω) Anti-directional fault 0
B is connected to the ground. (Rg = 20Ω)
C is connected to the ground. (Rg = 40Ω)
Two-phase short circuit fault
Three-phase short circuit fault