Conventional neural network (CNN) has been extensively applied in the field of fault diagnosis for multilevel inverter. However, most CNN based diagnostic strategies are typically implemented offline.

To deal with asymmetrical grid faults, grid-following inverters are required to output positive- and negative-sequence currents to regulate the voltage at the point of common coupling. Owing to the ...