Acknowledgement
This work was supported by the National Key R&D Program of China under Grant no. 2019YFB1309900.
References
- Rajendran, S., Uma, G., Senthilvadivelu, G., Uandai, S.: Intelligent sensor fault-tolerant control for variable speed wind electrical systems. IET Power Electron. 6(7), 1308-1319 (2013) https://doi.org/10.1049/iet-pel.2012.0628
- Zhang, Z., Fang, H., Gao, F., Rodriguez, J., Kennel, R.: Multiplevector model predictive power control for grid-tied wind turbine system with enhanced steady-state control performance. IEEE Trans. Ind. Electron. 64(8), 6287-6298 (2017) https://doi.org/10.1109/TIE.2017.2682000
- Trabelsi, M., Semail, E., Nguyen N.K., Meinguet, F.: Open switch fault effects analysis in five-phase PMSM designed for aerospace application. In: 2016 International Symposium on power electronics, electrical drives, automation and motion (SPEEDAM), pp. 14-21 (2016)
- Wang, H., Xu, D., Yang, M., Gui, X.: Minitype servo controller design for humanoid robot joint system. In: 2011 6th IEEE Conference on Industrial Electronics and Applications, pp. 1707-1711 (2011)
- Salehifar, M., Arashloo, R.S., Moreno-Eguilaz, M., Sala, V., Romeral, L.: Observer-based open transistor fault diagnosis and fault-tolerant control of five-phase permanent magnet motor drive for application in electric vehicles. IET Power Electron. 8(1), 76-78 (2015) https://doi.org/10.1049/iet-pel.2013.0949
- Khanh, Q.N., Trung, H.N., Ha, Q.P.: FPGA-based sensorless PMSM speed control using reduced-order extended Kalman filters. IEEE Trans. Ind. Electron. 61(12), 6574-6582 (2014) https://doi.org/10.1109/TIE.2014.2320215
- Kan, L., Zhu, Z.Q.: Quantum genetic algorithm-based parameter estimation of PMSM under variable speed control accounting for system identify ability and VSI nonlinearity. IEEE Trans. Ind. Electron. 62(4), 2363-2371 (2015) https://doi.org/10.1109/TIE.2014.2351774
- Ulises Campos-Delgado, D., Angel Pecina-Sanchez, J., Rivelino Espinoza-Trejo, D., rm Arce-Santana, E.: Diagnosis of open-switch faults in variable speed drives by stator current analysis and pattern recognition. IET Electr. Power Appl. 7(6), 509-522 (2013) https://doi.org/10.1049/iet-epa.2013.0015
- Rivelino Espinoza-Trejo, D., Campos-Delgado, D.U., Bossio, G., Barcenas, E., Hernandez-Diez, J.E., Lugo-Cordero, L.F.: Fault diagnosis scheme for open-circuit faults in field-oriented control induction motor drives. IET Power Electron. 6(5), 869-877 (2013) https://doi.org/10.1049/iet-pel.2012.0256
- Fuchs, F.W.: Some diagnosis methods for voltage source inverters invariable speed drives with induction machines-a survey. In: Proc. IEEE Industrial Electronics. Society Annual Conf., pp. 1378-1385 (2003)
- Yang, S., Bryant, A., Mawby, P., Xiang, D., Ran, L., Tavner, P.: An industry-based survey of reliability in power electronic converters. IEEE Trans. Ind. Appl. 47(3), 1441-1451 (2011) https://doi.org/10.1109/TIA.2011.2124436
- Wang, H., Liserre, M., Blaabjerg, F.: Toward reliable power electronics: challenges, design tools, and opportunities. IEEE Ind. Electron. M. 7(2), 17-26 (2013) https://doi.org/10.1109/MIE.2013.2252958
- Manohar, S.S., Sahoo, A., Subramaniam, A., Panda, S.K.: Condition monitoring of power electronic converters in power plant-a review. In: 2017 20th International Conference on electrical machines and systems (ICEMS), pp. 1-5 (2017)
- Moore, L.M., Post, H.N.: Five years of operating experience at a large, utility-scale photovoltaic generating plant. Prog. Photovolt. Res. Appl. 16(3), 249-259 (2008) https://doi.org/10.1002/pip.800
- Lu, B., Sharma, S.K.: A literature review of IGBT fault diagnostic and protection methods for power inverters. IEEE Trans. Ind. Appl. 45(5), 1770-1777 (2009) https://doi.org/10.1109/TIA.2009.2027535
- Estima, J.O., Cardoso, A.J.M.: A new algorithm for real-time multiple open circuit fault diagnosis in voltage-fed PWM motor drives by the reference current errors. IEEE Trans. Ind. Electron. 60(8), 3496-3505 (2013) https://doi.org/10.1109/TIE.2012.2188877
- Gao, Z.W., Cecati, C., Ding, S.X.: A survey of fault diagnosis and fault-tolerant techniques-part I: fault diagnosis with knowledge-based and hybrid/active approaches. IEEE Trans. Ind. Electron. 62(6), 3757-3767 (2015) https://doi.org/10.1109/TIE.2015.2417501
- Gao, Z.W., Cecati, C., Ding, S.X.: A survey of fault diagnosis and fault-tolerant techniques-part II: fault diagnosis with knowledge-based and hybrid/active approaches. IEEE Trans. Ind. Electron. 62(6), 3768-3774 (2015) https://doi.org/10.1109/TIE.2015.2419013
- Zidani, F., Diallo, D., Benbouzid, M.E.H., Nait-Said, R.: A fuzzy-based approach for the diagnosis of fault modes in a voltage-fed PWM inverter induction motor drive. IEEE Trans. Ind. Electron. 55(2), 586-593 (2008) https://doi.org/10.1109/TIE.2007.911951
- Yan, H., Xu, Y., Cai, F.: PWM-VSI fault diagnosis for PMSM drive based on fuzzy logic approach. IEEE Trans. Power Electron. 34(1), 759-768 (2019) https://doi.org/10.1109/TPEL.2018.2814615
- Sobanski, P., Kaminski, M.: Application of artificial neural networks for transistor open-circuit fault diagnosis in three-phase rectifiers. IET Power Electron. 12(9), 2189-2200 (2019) https://doi.org/10.1049/iet-pel.2018.5330
- Abul Masrur, M., Chen, Z., Murphey, Y.: Intelligent diagnosis of open and short circuit faults in electric drive inverters for real-time applications. IET Power Electron. 3(2), 279-291 (2010) https://doi.org/10.1049/iet-pel.2008.0362
- Kou, L., Liu, C., Cai, G., Zhou, J., Yuan, Q., Pang, S.: Fault diagnosis for open-circuit faults in NPC inverter based on knowledge-driven and data-driven approaches. IET Power Electron. 13(6), 1236-1245 (2020) https://doi.org/10.1049/iet-pel.2019.0835
- Hu, Z.K., Gui, W.H., Yang, C.H., Deng, P.C., Ding, S.X.: Fault classification method for inverter based on hybrid support vector machines and wavelet analysis. Int. J. Control Autom. Syst. 9, 797-804 (2011) https://doi.org/10.1007/s12555-011-0423-9
- Bowen, C., Wei, T.: Switch open-circuit faults diagnosis of inverter based on wavelet and support vector machine. In: 2019 14th IEEE International Conference on Electronic Measurement & Instruments (ICEMI), pp. 1178-1184 (2019)
- Cai, B., Zhao, Y., Liu, H., Xie, M.: A data-driven fault diagnosis methodology in three-phase inverters for PMSM drive systems. IEEE Trans. Power Electron. 32(7), 5590-5600 (2017) https://doi.org/10.1109/TPEL.2016.2608842
- Peuget, R., Courtine, S., Rognon, J.: Fault detection and isolation on a PWM inverter by knowledge-based model. IEEE Trans. Ind. Appl. 34(6), 1318-1326 (1998) https://doi.org/10.1109/28.739017
- Estima, J.O., Marques Cardoso, A.J.: A new approach for real-time multiple open-circuit fault diagnosis in voltage-source inverters. IEEE Trans. Ind. Appl. 47(6), 2487-2494 (2011) https://doi.org/10.1109/TIA.2011.2168800
- Rothehagen, K., Fuchs, F.W.: Performance of diagnosis methods for IGBT open circuit faults in three phase voltage source inverters for AC variable speed drives. In: 2005 European Conference on power electronics and applications, pp. 1-10 (2005)
- Bae, C.J., Lee, D.C., Nguyen, T.H.: Detection and identification of multiple IGBT open-circuit faults in PWM inverters for AC machine drives. IET Power Electron. 12(4), 923-931 (2019) https://doi.org/10.1049/iet-pel.2018.5188
- Yan, H., Xu, Y.X., Zou, J.B., Fang, Y., Cai, F.Y.: A novel open-circuit fault diagnosis method for voltage source inverters with a single current sensor. IEEE Trans. Power Electron. 33(10), 8775-8786 (2018) https://doi.org/10.1109/tpel.2017.2776939
- Yang, H.W., Zhou, Y., Zhao, J.: Current covariance analysis-based open-circuit fault diagnosis for voltage -source-inverter-fed vector-controlled induction motor drives. J. Power Electron. 20, 492-500 (2020) https://doi.org/10.1007/s43236-020-00043-5
- Choi, J.H., Kim, S., Yoo, D.S., et al.: A diagnostic method of simultaneous open-switch faults in inverter-fed linear induction motor drive for reliability enhancement. IEEE Trans. Ind. Electron. 62(7), 4065-4077 (2015) https://doi.org/10.1109/TIE.2014.2385044
- Karimi, S., Poure, P., Saadate, S.: Fast power switch failure detection for fault tolerant voltage source inverters using FPGA. IET Power Electron. 12(4), 346-354 (2009) https://doi.org/10.1049/iet-pel.2008.0075
- An, Q.T., Sun, L.Z., Zhao, K., Sun, L.: Switching function model-based fast-diagnostic method of open-switch faults in inverters without sensors. IEEE Trans. Power Electron. 26(1), 119-126 (2011) https://doi.org/10.1109/TPEL.2010.2052472
- Shao, S., Wheeler, P.W., Clare, J.C., et al.: Fault detection for modular multilevel converters based on sliding mode observer. IEEE Trans. Power Electron. 28(11), 4867-4872 (2013) https://doi.org/10.1109/TPEL.2013.2242093
- Maamouri, R., Trabelsi, M., Boussak, M., M'Sahli, F.: Mixed model-based and signal-based approach for open-switches fault diagnostic in sensorless speed vector controlled induction motor drive using sliding mode observer. IET Power Electron. 12(5), 1149-1159 (2019) https://doi.org/10.1049/iet-pel.2018.5131
- Espinoza-Trejo, D.R., Campos-Delgado, D.U., Barcenas, E., Martinez-Lopez, F.J.: Robust fault diagnosis scheme for open-circuit faults in voltage source inverters feeding induction motors by using non-linear proportional-integral observers. IET Power Electron. 5(7), 1204-1216 (2012) https://doi.org/10.1049/iet-pel.2011.0309
- Campos-Delgado, D.U., Espinoza-Trejo, D.R.: An observer-based diagnosis scheme for single and simultaneous open-switch faults in induction motor drives. IEEE Trans. Ind. Electron. 58(2), 671-679 (2011) https://doi.org/10.1109/TIE.2010.2047829
- Chen, T., Pan, Y., Xiong, Z.: A hybrid system model-based open-circuit fault diagnosis method of three-phase voltage-source inverters for PMSM drive systems. Electronics 9, 1251 (2020) https://doi.org/10.3390/electronics9081251
- An, Q., Sun, L., Sun, L.: Current residual vector-based open-switch fault diagnosis of inverters in PMSM drive systems. IEEE Trans. Power Electron. 30(5), 2814-2827 (2015) https://doi.org/10.1109/TPEL.2014.2360834