A Fast-Acting Diagnostic Algorithm of Insulated Gate Bipolar Transistor Open Circuit Faults for Power Inverters in Electric Vehicles

To improve the diagnostic detection speed in electric vehicles, a novel diagnostic algorithm of insulated gate bipolar transistor (IGBT) open circuit faults for power inverters is proposed in this paper. The average of the difference between the actual three-phase current and referential three-phase current values over one electrical period is used as the diagnostic variable. The normalization method based on the amplitude of the d-q axis referential current is applied to the diagnostic variables to improve the response speed of diagnosis, and to avoid the noise and the delay caused by signal acquisition. In the parameter discretization process, the variable parameter moving average method (VPMAM) is adopted to solve the variation of the average value over a period with the speed of the motor; hence, the diagnostic reliability of the system is improved. This algorithm is robust, independent of load variations, and has a high resistivity against false alarms. Since only the three-phase current of the motor is utilized for calculations in the time domain, a fast diagnostic detection speed can be achieved, which is significantly essential for real-time control in electric vehicles. The effectiveness of the proposed algorithm is verified by both simulation and experimental results.

[1]  Wenqing Huang,et al.  Accurate Torque Control of Interior Permanent Magnet Synchronous Machine , 2014, IEEE Transactions on Energy Conversion.

[2]  Hubert Piquet,et al.  A DIAGNOSTIC METHOD FOR ON-LINE FAULT DETECTION AND LOCALIZATION IN VSI-FED AC DRIVES , 2003 .

[3]  Shahram Karimi,et al.  FPGA-Based Real-Time Power Converter Failure Diagnosis for Wind Energy Conversion Systems , 2008, IEEE Transactions on Industrial Electronics.

[4]  Philippe Poure,et al.  Fast detection of open-switch faults with reduced sensor count for a fault-tolerant three-phase converter , 2011, 2011 2nd Power Electronics, Drive Systems and Technologies Conference.

[5]  Demba Diallo,et al.  A Fuzzy-Based Approach for the Diagnosis of Fault Modes in a Voltage-Fed PWM Inverter Induction Motor Drive , 2008, IEEE Transactions on Industrial Electronics.

[6]  Yingning Qiu,et al.  A New Fault Diagnosis Algorithm for PMSG Wind Turbine Power Converters under Variable Wind Speed Conditions , 2016 .

[7]  Zi-Qiang Zhu,et al.  Electrical Machines and Drives for Electric, Hybrid, and Fuel Cell Vehicles , 2007, Proceedings of the IEEE.

[8]  Ching Chuen Chan,et al.  Electric, Hybrid, and Fuel-Cell Vehicles: Architectures and Modeling , 2010, IEEE Transactions on Vehicular Technology.

[9]  R. Peuget,et al.  Fault detection and isolation on a PWM inverter by knowledge-based model , 1997, IAS '97. Conference Record of the 1997 IEEE Industry Applications Conference Thirty-Second IAS Annual Meeting.

[10]  Bin Li,et al.  Open-Phase Fault Tolerance Techniques of Five-Phase Dual-Rotor Permanent Magnet Synchronous Motor , 2015 .

[11]  F.W. Fuchs,et al.  Performance of diagnosis methods for IGBT open circuit faults in three phase voltage source inverters for AC variable speed drives , 2005, 2005 European Conference on Power Electronics and Applications.

[12]  K. Al-Haddad,et al.  Fault Diagnostic in Power System Using Wavelet Transforms and Neural Networks , 2006, 2006 IEEE International Symposium on Industrial Electronics.

[13]  A. J. M. Cardoso,et al.  Recent advances in fault diagnosis by Park's vector approach , 2013, 2013 IEEE Workshop on Electrical Machines Design, Control and Diagnosis (WEMDCD).

[14]  Dae-Jong Lee,et al.  C-ANFIS based fault diagnosis for voltage-fed PWM motor drive systems , 2004, IEEE Annual Meeting of the Fuzzy Information, 2004. Processing NAFIPS '04..

[15]  A. J. Marques Cardoso,et al.  Voltage source inverter fault diagnosis in variable speed AC drives, by Park's vector approach , 1998 .

[16]  P. Poure,et al.  FPGA based fault detection and fault tolerance operation in DC-DC converters , 2014, 2014 International Symposium on Power Electronics, Electrical Drives, Automation and Motion.

[17]  Kyo-Beum Lee,et al.  Open Fault Detection and Tolerant Control for a Five Phase Inverter Driving System , 2016 .

[18]  Yu Li-na Diagnosis Method for Inverter Open-circuit Fault Based on Switching Function Model , 2010 .

[19]  António J. Marques Cardoso,et al.  A New Algorithm for Real-Time Multiple Open-Circuit Fault Diagnosis in Voltage-Fed PWM Motor Drives by the Reference Current Errors , 2013, IEEE Transactions on Industrial Electronics.

[20]  Humberto Henao,et al.  Trends in Fault Diagnosis for Electrical Machines: A Review of Diagnostic Techniques , 2014, IEEE Industrial Electronics Magazine.

[21]  Bin Lu,et al.  A Literature Review of IGBT Fault Diagnostic and Protection Methods for Power Inverters , 2008, 2008 IEEE Industry Applications Society Annual Meeting.

[22]  A.M.N. Lima,et al.  Fault tolerant reversible AC motor drive system , 2001, Conference Record of the 2001 IEEE Industry Applications Conference. 36th IAS Annual Meeting (Cat. No.01CH37248).