[
Ahn, G., Lee, J., Park, C.H., Youn, M. and Youn, B.D. (2019). Inter-turn short circuit fault detection in permanent magnet synchronous motors based on reference voltage. In: Proceedings of 2019 IEEE 12th International Symposium on Diagnostics for Electrical Machines, Power Electronics and Drives (SDEMPED), Toulouse, France, pp. 245–2450.10.1109/DEMPED.2019.8864924
]Search in Google Scholar
[
Boileau, T., Leboeuf, N., Nahid-Mobarakeh, B. and Meibody-Tabar, F. (2013). Synchronous Demodulation of Control Voltages for Stator Interturn Fault Detection in PMSM. IEEE Transactions on Power Electronics, 28(12), pp. 5647–5654.10.1109/TPEL.2013.2254132
]Search in Google Scholar
[
Chen, Y., Liang, S., Li, W., Liang, H. and Wang, C. (2019). Faults and Diagnosis Methods of Permanent Magnet Synchronous Motors: A Review. Applied Sciences, 9(10), p. 2116.10.3390/app9102116
]Search in Google Scholar
[
Dogan, Z. and Tetik, K. (2021). Diagnosis of Inter-Turn Faults Based on Fault Harmonic Component Tracking in LSPMSMs Working Under Nonstationary Conditions. IEEE Access, 9, pp. 92101–92112.10.1109/ACCESS.2021.3092605
]Search in Google Scholar
[
Drif, M. and Cardoso, A. J. M. (2014). Stator Fault Diagnostics in Squirrel Cage Three-Phase Induction Motor Drives Using the Instantaneous Active and Reactive Power Signature Analyses. IEEE Transactions on Industrial Informatics, 10(2), pp. 1348–1360.10.1109/TII.2014.2307013
]Search in Google Scholar
[
Ewert, P. (2020). The Application of the Bispectrum Analysis to Detect the Rotor Unbalance of the Induction Motor Supplied by the Mains and Frequency Converter. Energies, 13(11), p. 3009.10.3390/en13113009
]Search in Google Scholar
[
Fang, J., Sun, Y., Wang, Y., Wei, B. and Hang, J. (2019). Improved ZSVC-Based Fault Detection Technique for Incipient Stage Inter-Turn Fault in PMSM. IET Electric Power Applications, 13(12), pp. 2015–2026.10.1049/iet-epa.2019.0016
]Search in Google Scholar
[
Fonseca, D. S. B., Santos, C. M. C. and Cardoso, A. J. M. (2020). Stator Faults Modeling and Diagnostics of Line-Start Permanent Magnet Synchronous Motors. IEEE Transactions on Industrial Applications, 56(3), pp. 2590–2599.10.1109/TIA.2020.2979674
]Search in Google Scholar
[
Gurusamy, V., Bostanci, E., Li, C., Qi, Y. and Akin, B. (2021). A Stray Magnetic Flux-Based Robust Diagnosis Method for Detection and Location of Interturn Short Circuit Fault in PMSM. IEEE Transactions on Instrumentation and Measurement, 70, pp. 1–11.10.1109/TIM.2020.3013128
]Search in Google Scholar
[
Haje Obeid, N., Battiston, A., Boileau, T. and Nahid-Mobarakeh, B. (2017). Early Intermittent Interturn Fault Detection and Localization for a Permanent Magnet Synchronous Motor of Electrical Vehicles Using Wavelet Transform. IEEE Transactions on Transportation Electrification, 3(3), pp. 694–702.10.1109/TTE.2017.2743419
]Search in Google Scholar
[
Hang, J., Ding, S., Zhang, J., Cheng, M., Chen, W. and Wang, Q. (2016). Detection of Interturn Short-Circuit Fault for PMSM with Simple Fault Indicator. IEEE Transactions on Energy Conversion, 31(4), pp. 1697–1699.10.1109/TEC.2016.2583780
]Search in Google Scholar
[
Hang, J., Sun, W., Hu, Q., Ren, X. and Ding, S. (2022). Integration of Interturn Fault Diagnosis and Fault-Tolerant Control for PMSM Drive System. IEEE Transactions on Transportation Electrification, 8(2), pp. 2825–2835.10.1109/TTE.2021.3134821
]Search in Google Scholar
[
Henao, H., Capolino, G.A., Fernandez-Cabanas, M., Filippetti, F., Bruzzese, C., Strangas, E., Pusca, R., Estima, J., Riera-Guasp, M., Hedayati-Kia, S. (2014). Trends in Fault Diagnosis for Electrical Machines: A Review of Diagnostic Techniques. IEEE Industrial Electronics Magazine, 8(2), pp. 31–42.10.1109/MIE.2013.2287651
]Search in Google Scholar
[
Huang, W., Du, J., Hua, W. and Fan, Q. (2021). An Open-Circuit Fault Diagnosis Method for PMSM Drives Using Symmetrical and DC Components. Chinese Journal of Electrical Engineering, 7(3), pp. 124–135.10.23919/CJEE.2021.000031
]Search in Google Scholar
[
Jeong, H., Moon, S., Lee, H. and Kim, S.W. (2017). Interturn short circuit fault detection of permanent magnet synchronous motors based on positive- and negative-sequence signatures. In: Proceedings of 2017 IEEE 11th International Symposium on Diagnostics for Electrical Machines, Power Electronics and Drives (SDEMPED), Tinos, Greece, pp. 167–172.10.1109/DEMPED.2017.8062351
]Search in Google Scholar
[
Maqsood, A., Oslebo, D., Corzine, K., Parsa, L. and Ma, Y. (2020). STFT Cluster Analysis for DC Pulsed Load Monitoring and Fault Detection on Naval Shipboard Power Systems. IEEE Transactions on Transportation Electrification, 6(2), pp. 821–831.10.1109/TTE.2020.2981880
]Search in Google Scholar
[
Park, C. H., Lee, J., Ahn, G., Youn, M. and Youn, B. D. (2019). Fault Detection of PMSM Under Non-Stationary Conditions Based on Wavelet Transformation Combined with Distance Approach. In: Proceedings of 2019 IEEE 12th International Symposium on Diagnostics for Electrical Machines, Power Electronics and Drives (SDEMPED), Toulouse, France, pp. 88–93.10.1109/DEMPED.2019.8864842
]Search in Google Scholar
[
Pietrzak, P. and Wolkiewicz, W. (2021a). Application of Spectral and Wavelet Analysis of Stator Current to Detect Angular Misalignment in PMSM Drive Systems. Power Electronics and Drives, 6(41), pp. 42–60.10.2478/pead-2021-0004
]Search in Google Scholar
[
Pietrzak, P. and Wolkiewicz, M. (2021b). On-line Detection and Classification of PMSM Stator Winding Faults Based on Stator Current Symmetrical Components Analysis and the KNN Algorithm. Electronics, 10(15), p. 1630.10.3390/electronics10151786
]Search in Google Scholar
[
Pietrzak, P. and Wolkiewicz, M. (2021c). Comparison of Selected Methods for the Stator Winding Condition Monitoring of a PMSM Using the Stator Phase Currents. Energies, 14(6), p. 1630.10.3390/en14061630
]Search in Google Scholar
[
Pietrzak, P. and Wolkiewicz, M. (2022). Stator winding fault detection of permanent magnet synchronous motor based on the bispectrum analysis. Bulletin of the Polish Academy of Sciences, Technical Sciences, 70, pp. 1–10.
]Search in Google Scholar
[
Riera-Guasp, M., Antonino-Daviu, J. A. and Capolino, G. (2015). Advances in Electrical Machine, Power Electronic, and Drive Condition Monitoring and Fault Detection: State of the Art. IEEE Transactions on Industrial Electronics, 62(3), pp. 1746–1759.10.1109/TIE.2014.2375853
]Search in Google Scholar
[
Rosero, J., Cusido, J., Garcia, A., Romeral, L. and Ortega, J. A. (2007). Detection of Stator Short Circuits in PMSM by mean of joint Time-Frequency Analysis. In: Proceedings of the 2007 IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives, Cracow, Poland, pp. 420–425.10.1109/DEMPED.2007.4393131
]Search in Google Scholar
[
Rosero, J. A., Romeral, L., Ortega, J. A. and Rosero, E. (2009). Short-Circuit Detection by Means of Empirical Mode Decomposition and Wigner–Ville Distribution for PMSM Running Under Dynamic Condition. IEEE Transactions on Industrial Electronics, 56(11), pp. 4534–4547.10.1109/TIE.2008.2011580
]Search in Google Scholar
[
Satpathi, K., Yeap, Y. M., Ukil, A. and Geddada, N. (2018). Short-Time Fourier Transform Based Transient Analysis of VSC Interfaced Point-to-Point DC System. IEEE Transactions on Industrial Electronics, 65(5), pp. 4080–4091.10.1109/TIE.2017.2758745
]Search in Google Scholar
[
Skowron, M., Orłowska-Kowalska, T. and Kowalski, C. T. (2021). Application of Simplified Convolutional Neural Networks for Initial Stator Winding Fault Detection of the PMSM Drive Using Different Raw Signal Data. IET Electric Power Applications, 15, pp. 932–946.10.1049/elp2.12066
]Search in Google Scholar
[
Skowron, M., Orlowska-Kowalska, T. and Kowalski, C. T. (2022). Detection of permanent magnet damage of PMSM drive based on direct analysis of the stator phase currents using convolutional neural network. IEEE Transactions on Industrial Electronics, Early Access, doi: 10.1109/TIE.2022.3146557.
]Open DOISearch in Google Scholar
[
Tarchała, G., Wolkiewicz, M. and Krzysztofiak, M. (2020). Diagnosis of Short-Circuits in Induction Motor Stator Winding Using a Modified Park Transformation. Power Electronics and Drives, 5(41), pp. 123–133.10.2478/pead-2020-0009
]Search in Google Scholar
[
Urresty, J., Riba J., Romeral, L., Roser, J. and Serna, J. (2009). Stator short circuits detection in PMSM by means of Hilbert-Huang transform and energy calculation. In: Proceedings of International Symposium on Diagnostics for Electrical Machines, Power Electronics and Drives (SDEMPED), Cargese, France, pp. 1–7.10.1109/DEMPED.2009.5292789
]Search in Google Scholar
[
Wolkiewicz, M., Tarchała, G., Orłowska-Kowalska, T. and Kowalski, C. T. (2016). Online Stator Interturn Short Circuits Monitoring in the DFOC Induction-Motor Drive. IEEE Transactions on Industrial Electronics, 63(4), pp. 2517–2528.10.1109/TIE.2016.2520902
]Search in Google Scholar
[
Xu, B., Sun, L., Xu, L. and Xu, G. (2013). Improvement of the Hilbert Method via ESPRIT for Detecting Rotor Fault in Induction Motors at Low Slip. IEEE Transactions on Energy Conversion, 28(1), pp. 225–233.10.1109/TEC.2012.2236557
]Search in Google Scholar
[
Zamudio-Ramírez, I., Ramirez-Nunez, J. A., Antonino-Daviu, J., Osornio-Rios, R. A., Quijano-Lopez, A., Razik, H., Romero-Troncoso, R. J. (2020). Automatic Diagnosis of Electromechanical Faults in Induction Motors Based on the Transient Analysis of the Stray Flux via MUSIC Methods. IEEE Transactions on Industry Applications, 56(4), pp. 3604–3613.10.1109/TIA.2020.2988002
]Search in Google Scholar
[
Zanardelli, W. G., Strangas, E. G. and Aviyente, S. (2007). Identification of Intermittent Electrical and Mechanical Faults in Permanent-Magnet AC Drives Based on Time–Frequency Analysis. IEEE Transactions on Industry Applications, 43(4), pp. 971–980.10.1109/TIA.2007.900446
]Search in Google Scholar
[
Zhang, J., Xu, Z., Wang, J., Zhao, J., Din., Z. and Cheng, M. (2021). Detection and Discrimination of Incipient Stator Faults for Inverter-Fed Permanent Magnet Synchronous Machines. IEEE Transactions on Industrial Electronics, 68(8), pp. 7505–7515.10.1109/TIE.2020.3009563
]Search in Google Scholar
[
Zhao, J., Guan, X., Li, C., Mou, Q. and Chen, Z. (2021). Comprehensive Evaluation of Inter-Turn Short Circuit Faults in PMSM Used for Electric Vehicles. IEEE Transactions on Intelligent Transportation Systems, 22(1), pp. 611–621.10.1109/TITS.2020.2987637
]Search in Google Scholar
[
Zhou, X., Sun, J., Cui, P., Lu, Y., Lu, M. and Yu, Y. (2021). A Fast and Robust Open-Switch Fault Diagnosis Method for Variable-Speed PMSM System. IEEE Transactions on Power Electronics, 36(3), pp. 2598–2610.10.1109/TPEL.2020.3013628
]Search in Google Scholar