PSO–SOM Neural Network Algorithm for Series Arc Fault Detection

Table 5

Frequency domain feature values of computer load circuit.

Load name	Mean amplitude of fault current (%)	Mean amplitude of normal current (%)	Frequency range/Hz
Computer	0.6353	0.0197	0–200
	0.7551	0.0033	200–400
	0.6838	0.0026	400–600
	0.6898	0.0019	600–800
	0.7297	0.0012	800–1000
	0.7902	0.0006	1000–1200
	0.5011	0.0016	1200–1400
	0.6562	0.0011	1400–1600
	0.6743	0.0016	1600–1800
	0.6181	0.0006	1800–2000