In addition, the high-accuracy nature of the proposed methodis able to accelerate the promotion of EVs and the establishmentof intelligent transportation environments. With the rapiddevelopment of information and communications technology(ICT) for automobile industry [14]–[16], it is expected thatthere will be a large number of intelligent EVs and electricalappliances that can benefit from the proposed mechanical faultdiagnosis method.