**4. Conclusion**


certain guiding significance for traction motor fault feature extraction and accurate localization.

3.The proposed scheme can effectively diagnose the multiple fault modes of traction motors of high-speed trains and can also be applied to the identification of other equipment fault types of high-speed trains.
