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.