Current Sensor Fault Diagnosis and Tolerant Control for VSI-Based Induction Motor Drives

Fault-tolerant control is attracting more interests due to its capability of increasing the reliability of voltage source inverters (VSI). Fault detection, localization, and tolerant control schemes of current sensor are presented for high-fault-tolerance induction motor drives. Generally, three-phase current sensors are used in high-power inverters; nevertheless, failure of current sensors degrades the performance and reliability and even leads to the breakdown of the vector control system due to the fact that flux angle cannot be estimated correctly. The proposed scheme integrates three independent observers, taking a-phase current, b-phase current, and c-phase current as inputs, respectively. The observers are capable of online monitoring the state of current sensors under normal operation. Furthermore, after one or even two current sensors getting faulty, the observers can detect and localize the faults and switch the system to tolerant vector control mode even with only one healthy phase current sensor available. Hence, it is very attractive in some safety crucial applications. Stability and convergence of the observer are analytically derived and verified. A dSpace-based 1.1-kW induction motor variable-speed system is set up for the experiment, and experimental results demonstrate the validity of the proposed algorithm.

[1]  Steven X. Ding,et al.  A Survey of Fault Diagnosis and Fault-Tolerant Techniques—Part II: Fault Diagnosis With Knowledge-Based and Hybrid/Active Approaches , 2015, IEEE Transactions on Industrial Electronics.

[2]  Hainan Wang Automatic sensor fault diagnosis and controller reconfiguration for induction motor drives sensor fault-tolerance , 2004 .

[3]  Moussa Boukhnifer,et al.  Fault tolerant control design of induction motor drive in electrical vehicle: A hybrid control approach , 2013, 21st Mediterranean Conference on Control and Automation.

[4]  Demba Diallo,et al.  A fault-tolerant control architecture for induction motor drives in automotive applications , 2004, IEEE Transactions on Vehicular Technology.

[5]  K.-S. Lee,et al.  Instrument fault detection and compensation scheme for direct torque controlled induction motor drives , 2003 .

[6]  Chandan Chakraborty,et al.  Speed and Current Sensor Fault Detection and Isolation Technique for Induction Motor Drive Using Axes Transformation , 2015, IEEE Transactions on Industrial Electronics.

[7]  Mateusz Dybkowski,et al.  Stator current sensor fault detection and isolation for vector controlled induction motor drive , 2016, 2016 IEEE International Power Electronics and Motion Control Conference (PEMC).

[8]  Yang Chao,et al.  Multi fault diagnosis of traction motor current sensor based on state observer , 2016, 2016 Chinese Control and Decision Conference (CCDC).

[9]  Friedrich Wilhelm Fuchs,et al.  Doubly Fed Induction Generator Model-Based Sensor Fault Detection and Control Loop Reconfiguration , 2009, IEEE Transactions on Industrial Electronics.

[10]  M. Boussak,et al.  Current sensors faults detection, isolation and control reconfiguration for PMSM drives , 2013, 2013 International Conference on Electrical Engineering and Software Applications.

[11]  Antonello Monti,et al.  A Fuzzy-Based Sensor Validation Strategy for AC Motor Drives , 2012, IEEE Transactions on Industrial Informatics.

[12]  Gilbert Foo,et al.  Sensor fault detection, isolation and system reconfiguration based on extended Kalman filter for induction motor drives , 2013 .

[13]  Ilhem Slama-Belkhodja,et al.  Easy and Fast Sensor Fault Detection and Isolation Algorithm for Electrical Drives , 2012, IEEE Transactions on Power Electronics.

[14]  F.W. Fuchs,et al.  Current Sensor Fault Detection and Reconfiguration for a Doubly Fed Induction Generator , 2007, 2007 IEEE Power Electronics Specialists Conference.

[15]  Antonio Pietrosanto,et al.  A neural network approach to instrument fault detection and isolation , 1994, Conference Proceedings. 10th Anniversary. IMTC/94. Advanced Technologies in I & M. 1994 IEEE Instrumentation and Measurement Technolgy Conference (Cat. No.94CH3424-9).

[16]  Jorge O. Estima,et al.  A New Approach for Current Sensor Fault Diagnosis in PMSG Drives for Wind Energy Conversion Systems , 2014 .

[17]  Mateusz Dybkowski,et al.  Neural network approach for stator current sensor fault detection and isolation for vector controlled induction motor drive , 2016, 2016 IEEE International Power Electronics and Motion Control Conference (PEMC).

[18]  Mickaël Hilairet,et al.  Design of a Fault-Tolerant Controller Based on Observers for a PMSM Drive , 2011, IEEE Transactions on Industrial Electronics.

[19]  F. R. Salmasi,et al.  An Adaptive Observer With Online Rotor and Stator Resistance Estimation for Induction Motors With One Phase Current Sensor , 2011, IEEE Transactions on Energy Conversion.

[20]  Monica E. Romero,et al.  Sensor fault-tolerant vector control of induction motors , 2010 .

[21]  Antonio Pietrosanto,et al.  An advanced neural-network-based instrument fault detection and isolation scheme , 1998, IEEE Trans. Instrum. Meas..

[22]  Slobodan N. Vukosavic,et al.  Sensorless induction motor drive with a single DC-link current sensor and instantaneous active and reactive power feedback , 2001, IEEE Trans. Ind. Electron..

[23]  Imed Jlassi,et al.  Current sensor fault detection and isolation method for PMSM drives, using average normalised currents , 2016 .

[24]  I. Slama-Belkhodja,et al.  State Observer-Based Sensor Fault Detection and Isolation, and Fault Tolerant Control of a Single-Phase PWM Rectifier for Electric Railway Traction , 2013, IEEE Transactions on Power Electronics.

[25]  Yoichi Hori,et al.  Speed Sensorless Vector Controlled Induction Motor Drive Using Single Current Sensor , 2013, IEEE Transactions on Energy Conversion.

[26]  Farzad Rajaei Salmasi,et al.  Detection and Isolation of Speed-, DC-Link Voltage-, and Current-Sensor Faults Based on an Adaptive Observer in Induction-Motor Drives , 2011, IEEE Transactions on Industrial Electronics.

[27]  Friedrich Wilhelm Fuchs,et al.  Current Sensor Fault Detection, Isolation, and Reconfiguration for Doubly Fed Induction Generators , 2009, IEEE Transactions on Industrial Electronics.