Study on Fault Diagnosis of Power Electronic Circuit for Inverter Based on SVM and GA

A method for fault diagnosis of power electronic circuit in inverter was presented based on support vector machine(SVM)and genetic algorithm(GA).Four characteristic parameters that reflect fault state were extracted by analyzing fault types and reasons for power electronic circuit in inverter,and identification of fault mode can be implemented by utilizing multiple support vector machine(MSVM).