Elsevier

Energy Procedia

Volume 88, June 2016, Pages 915-920
Energy Procedia

Phase-phase Short Fault Analysis of Permanent Magnet Synchronous Motor in Electric Vehicles

https://doi.org/10.1016/j.egypro.2016.06.112Get rights and content
Under a Creative Commons license
open access

Abstract

This paper proposes a methodology of phase to phase short-circuits fault diagnosis in permanent magnet synchronous motors (PMSM). The integrated network basis of such a method is composed with a BP network and two Elman networks. The three sub-networks respectively output their own result. A special simulation was applied to find relevant fault. The experimental data acquired by data acquisition system validate the potential of the method to provide helpful and reliable diagnosis results.

Keywords

Fault diagnosis
PMSM
Neural network
electric vehicle

Cited by (0)

Peer-review under responsibility of the organizing committee of CUE 2015.