Fault Classification with Convolutional Neural Networks for Microgrid Systems

Table 1

System configuration and parameters.

System	Parameters	Value
DG-ESS model	Nominal voltage
	Nominal frequency
	Rated power
	Overall system efficiency
	Recharge rate
	Initial SOC
	Mode of operation	Voltage control/current control
	Power
Grid-connected PV array	Nominal voltage
	Nominal frequency
	Power
Transformer	Power rating (kVA)
	Voltage: high (kV)
	Voltage: low (kV)
	Resistance (%)
	Impedance (%)