A survey on sliding mode control strategies for induction motors

Abstract A state of the art review of control and estimation methods for induction motor (IM) based on conventional approaches, sliding mode control (SMC) and sensorless SMC is presented. The objective of this survey paper is to summarize the different control approaches for IMs including field oriented control (FOC), direct torque control (DTC), speed observer, observer based flux estimation, sliding mode (SM) flux and speed observer, current regulation by SMC, sensorless SMC, etc. The applications of SMC to IMs has been widespread in recent years. The increasing interest in SMC is because of its interesting features such as invariance, robustness, order reduction and control chattering. Particularly robustness of SM approach with respect to parameter variations and external disturbance is vital for the control system. The review covers the sensorless SMC schemes by integrating controller and observer design to guarantee convergence of the estimates to the real states. It also covers the chattering problems, encountered often in SMC area dealt by using an asymptotic observer.

[1]  Gérard-André Capolino,et al.  Fuzzy Logic and Sliding-Mode Controls Applied to Six-Phase Induction Machine With Open Phases , 2010, IEEE Transactions on Industrial Electronics.

[2]  Toshihiko Noguchi,et al.  A New Quick-Response and High-Efficiency Control Strategy of an Induction Motor , 1986, IEEE Transactions on Industry Applications.

[3]  Sang Kyoon Kim,et al.  A High-Performance Strategy for Sensorless Induction Motor Drive Using Variable Link Voltage , 2007, IEEE Transactions on Power Electronics.

[4]  M.S. Agamy Sliding mode control of induction motors with minimized control effort: a comparative study , 2005, Canadian Conference on Electrical and Computer Engineering, 2005..

[5]  Alexander G. Loukianov,et al.  Copper and Core Loss Minimization for Induction Motors Using High-Order Sliding-Mode Control , 2012, IEEE Transactions on Industrial Electronics.

[6]  Rong-Jong Wai,et al.  Robust decoupled control of direct field-oriented induction motor drive , 2004, 2004 5th Asian Control Conference (IEEE Cat. No.04EX904).

[7]  Rong-Jong Wai,et al.  Fuzzy Sliding-Mode Control Using Adaptive Tuning Technique , 2007, IEEE Transactions on Industrial Electronics.

[8]  Vadim I. Utkin,et al.  Simultaneous State and Parameter Estimation in Induction Motors Using First- and Second-Order Sliding Modes , 2009, IEEE Transactions on Industrial Electronics.

[9]  Rong-Jong Wai,et al.  Nonlinear control for linear induction motor servo drive , 2003, IEEE Trans. Ind. Electron..

[10]  F. Blaabjerg,et al.  Very-low-speed variable-structure control of sensorless induction machine drives without signal injection , 2005, IEEE Transactions on Industry Applications.

[11]  Aitor J. Garrido,et al.  Integral sliding-mode controller for induction motor based on field-oriented control theory , 2007 .

[12]  Zhang Yan,et al.  Sensorless sliding-mode control of induction motors , 2000, IEEE Trans. Ind. Electron..

[13]  Frede Blaabjerg,et al.  A Class of Speed-Sensorless Sliding-Mode Observers for High-Performance Induction Motor Drives , 2009, IEEE Transactions on Industrial Electronics.

[14]  S.M. Nayeem Hasan,et al.  A Luenberger–Sliding Mode Observer for Online Parameter Estimation and Adaptation in High-Performance Induction Motor Drives , 2006, IEEE Transactions on Industry Applications.

[15]  Malek Ghanes,et al.  On Sensorless Induction Motor Drives: Sliding-Mode Observer and Output Feedback Controller , 2009, IEEE Transactions on Industrial Electronics.

[16]  Rong-Jong Wai,et al.  On-Line Supervisory Control Design for Maglev Transportation System via Total Sliding-Mode Approach and Particle Swarm Optimization , 2010, IEEE Transactions on Automatic Control.

[17]  Asif Sabanovic,et al.  Application of Sliding Modes to Induction Motor Control , 1981, IEEE Transactions on Industry Applications.

[18]  Romeo Ortega,et al.  A family of switching control strategies for the reduction of torque ripple in DTC , 2003, IEEE Trans. Control. Syst. Technol..

[19]  Rong-Jong Wai,et al.  Implementation of robust wavelet-neural-network sliding-mode control for induction servo motor drive , 2003, IEEE Trans. Ind. Electron..

[20]  R. G. Hoft,et al.  Induction motor sliding mode control performance results , 1994, Proceedings of 1994 IEEE Applied Power Electronics Conference and Exposition - ASPEC'94.

[21]  Rong-Jong Wai,et al.  Wavelet neural network control for induction motor drive using sliding-mode design technique , 2003, IEEE Trans. Ind. Electron..

[22]  S. Pierfederici,et al.  Application of SMC With I/O Feedback Linearization to the Control of the Cascade Controlled-Rectifier/Inverter-Motor Drive System With Small dc-Link Capacitor , 2008, IEEE Transactions on Power Electronics.

[23]  Pierluigi Pisu,et al.  Simplified exponentially convergent rotor resistance estimation for induction motors , 2003, IEEE Trans. Autom. Control..

[24]  Young Ahn Kwon,et al.  A new scheme for speed-sensorless control of induction motor , 2004, IEEE Trans. Ind. Electron..

[25]  Zheng Zhang,et al.  Sensorless direct field-oriented control of three-phase induction motors based on "Sliding Mode" for washing-machine drive applications , 2005, IEEE Transactions on Industry Applications.

[26]  Andreas Steimel,et al.  Sliding-Mode-Based Control for a Three-Level Inverter Drive , 2008, IEEE Transactions on Industrial Electronics.

[27]  K. Matsuse,et al.  Speed sensorless field oriented control of induction motor with rotor resistance adaptation , 1993, Conference Record of the 1993 IEEE Industry Applications Conference Twenty-Eighth IAS Annual Meeting.

[28]  Mihai Comanescu,et al.  Decoupled Current Control of Sensorless Induction-Motor Drives by Integral Sliding Mode , 2008, IEEE Transactions on Industrial Electronics.

[29]  Seung-Ki Sul,et al.  A new motor speed estimator using Kalman filter in low-speed range , 1996, IEEE Trans. Ind. Electron..

[30]  P.T. Krein,et al.  Formal Derivation of Direct Torque Control for Induction Machines , 2006, IEEE Transactions on Power Electronics.

[31]  C. Lascu,et al.  Combining the principles of sliding mode, direct torque control, and space-vector modulation in a high-performance sensorless AC drive , 2002, IEEE Transactions on Industry Applications.

[32]  Jun Ren,et al.  Speed synchronisation of multiple induction motors with adjacent cross-coupling control , 2010 .

[33]  Marco Tursini,et al.  Adaptive sliding mode observer for speed sensorless control of induction motors , 1999, Conference Record of the 1999 IEEE Industry Applications Conference. Thirty-Forth IAS Annual Meeting (Cat. No.99CH36370).

[34]  Chih-Kai Chang,et al.  Robust RBFN Control for Linear InductionMotor Drive Using FPGA , 2008, IEEE Transactions on Power Electronics.

[35]  A. Benchaib,et al.  Sliding mode input-output linearization and field orientation for real-time control of induction motors , 1999 .

[36]  Francesco Cupertino,et al.  Sliding mode control of an induction motor , 2000 .

[37]  Malek Ghanes,et al.  Cascade and high-gain observers comparison for sensorless closed-loop induction motor control , 2008 .

[38]  Stefano Di Gennaro,et al.  Hybrid Control of Induction Motors via Sampled Closed Representations , 2008, IEEE Transactions on Industrial Electronics.

[39]  Hidehiko Sugimoto,et al.  Speed Sensor-Less Vector Control of Induction Motor Using Model Reference Adaptive System , 1988 .

[40]  S. A. Davari,et al.  Using Full Order and Reduced Order Observers for Robust Sensorless Predictive Torque Control of Induction Motors , 2012, IEEE Transactions on Power Electronics.

[41]  H. Kubota,et al.  DSP-based speed adaptive flux observer of induction motor , 1991, Conference Record of the 1991 IEEE Industry Applications Society Annual Meeting.

[42]  Mihai Comanescu,et al.  Sliding-mode MRAS speed estimators for sensorless vector control of induction Machine , 2006, IEEE Transactions on Industrial Electronics.

[43]  Ferrante Neri,et al.  Optimization of Delayed-State Kalman-Filter-Based Algorithm via Differential Evolution for Sensorless Control of Induction Motors , 2010, IEEE Transactions on Industrial Electronics.

[44]  Jafar Soltani,et al.  Adaptive Nonlinear Direct Torque Control of Sensorless IM Drives With Efficiency Optimization , 2010, IEEE Transactions on Industrial Electronics.

[45]  Longya Xu,et al.  Design and implementation of a new sliding-mode observer for speed-sensorless control of induction machine , 2002, IEEE Trans. Ind. Electron..

[46]  Vadim I. Utkin,et al.  Sliding Modes in Control and Optimization , 1992, Communications and Control Engineering Series.

[47]  Juan W. Dixon,et al.  Induction motor speed estimator and synchronous motor position estimator based on a fixed carrier frequency signal , 1996, IEEE Trans. Ind. Electron..

[48]  F. Blaabjerg,et al.  Direct torque control of sensorless induction motor drives: a sliding-mode approach , 2004, IEEE Transactions on Industry Applications.

[49]  Peter Vas,et al.  Sensorless vector and direct torque control , 1998 .

[50]  Miran Rodic,et al.  Speed-sensorless sliding-mode torque control of an induction motor , 2002, IEEE Trans. Ind. Electron..

[51]  George C. Verghese,et al.  Observers for flux estimation in induction machines , 1988 .

[52]  Tadashi Fukao,et al.  Robust speed identification for speed sensorless vector control of induction motors , 1993, Conference Record of the 1993 IEEE Industry Applications Conference Twenty-Eighth IAS Annual Meeting.

[53]  Vadim I. Utkin,et al.  Sliding mode observers for electric machines-an overview , 2002, IEEE 2002 28th Annual Conference of the Industrial Electronics Society. IECON 02.

[54]  Abdelkrim Benchaib,et al.  Real-time sliding-mode observer and control of an induction motor , 1999, IEEE Trans. Ind. Electron..

[55]  V. Utkin Variable structure systems with sliding modes , 1977 .

[56]  A. Keyhani,et al.  Sensorless Sliding-Mode Control of Induction Motors Using Operating Condition Dependent Models , 2002, IEEE Power Engineering Review.

[57]  Ali Keyhani,et al.  Sliding-Mode Flux Observer With Online Rotor Parameter Estimation for Induction Motors , 2007, IEEE Transactions on Industrial Electronics.

[58]  Branislava Perunicic-Drazenovic,et al.  High-Performance Position Control of Induction Motor Using Discrete-Time Sliding-Mode Control , 2008, IEEE Transactions on Industrial Electronics.

[59]  Chih-Min Lin,et al.  Adaptive fuzzy sliding-mode control for induction servomotor systems , 2004 .

[60]  Faa-Jeng Lin,et al.  Adaptive backstepping sliding mode control for linear induction motor drive , 2002 .

[61]  Karel Jezernik,et al.  Low-speed sensorless control of induction Machine , 2006, IEEE Transactions on Industrial Electronics.

[62]  A. Torralba,et al.  Speed control of induction motors using a novel fuzzy-sliding mode structure , 1999, IECON'99. Conference Proceedings. 25th Annual Conference of the IEEE Industrial Electronics Society (Cat. No.99CH37029).

[63]  Giorgio Bartolini,et al.  Robust speed and torque estimation in electrical drives by second-order sliding modes , 2003, IEEE Trans. Control. Syst. Technol..

[64]  Alexander G. Loukianov,et al.  Real-Time Discrete Neural Block Control Using Sliding Modes for Electric Induction Motors , 2010, IEEE Transactions on Control Systems Technology.

[65]  Asif Sabanovic,et al.  Sliding mode control of AC drives , 1989 .

[66]  Vadim I. Utkin,et al.  Sliding mode control in electromechanical systems , 1999 .

[67]  Armando Cordeiro,et al.  A Speed Controller for a Two-Winding Induction Motor Based on Diametrical Inversion , 2010, IEEE Transactions on Industrial Electronics.

[68]  Mohamed S. Zaky,et al.  Wide-Speed-Range Estimation With Online Parameter Identification Schemes of Sensorless Induction Motor Drives , 2009, IEEE Transactions on Industrial Electronics.

[69]  M. Depenbrock,et al.  Direct self-control (DSC) of inverter-fed induction machine , 1988 .

[70]  Adnan Derdiyok Speed-sensorless control of induction motor using a continuous control approach of sliding-mode and flux observer , 2005, IEEE Transactions on Industrial Electronics.

[71]  Bimal K. Bose,et al.  Modern Power Electronics and AC Drives , 2001 .

[72]  Longya Xu,et al.  An adaptive sliding mode observer for induction motor sensorless speed control , 2004, Conference Record of the 2004 IEEE Industry Applications Conference, 2004. 39th IAS Annual Meeting..

[73]  Chang-Ming Liaw,et al.  A VSS speed controller with model reference response for induction motor drive , 2001, IEEE Trans. Ind. Electron..

[74]  Giovanni Fiengo,et al.  Control of Auxiliary Power Unit for Hybrid Electric Vehicles , 2007, IEEE Transactions on Control Systems Technology.

[75]  Mihai Comanescu An Induction-Motor Speed Estimator Based on Integral Sliding-Mode Current Control , 2009, IEEE Transactions on Industrial Electronics.

[76]  R.D. Lorenz,et al.  Observer-based direct field orientation: analysis and comparison of alternative methods , 1993, Conference Record of the 1993 IEEE Industry Applications Conference Twenty-Eighth IAS Annual Meeting.

[77]  Vadim I. Utkin,et al.  Sliding mode control design principles and applications to electric drives , 1993, IEEE Trans. Ind. Electron..

[78]  R. Lorenz,et al.  A physically insightful approach to the design and accuracy assessment of flux observers for field oriented induction machine drives , 1992 .

[79]  Werner Leonhard,et al.  Control of Electrical Drives , 1990 .

[80]  Eric Monmasson,et al.  Synthesis of direct torque and rotor flux control algorithms by means of sliding-mode theory , 2005, IEEE Transactions on Industrial Electronics.

[81]  B. Gopinath On the control of linear multiple input-output systems , 1971 .

[82]  Rong-Jong Wai,et al.  Adaptive recurrent-neural-network control for linear induction motor , 2001 .

[83]  Chih-Kai Chang,et al.  FPGA-Based Adaptive Backstepping Sliding-Mode Control for Linear Induction Motor Drive , 2007, IEEE Transactions on Power Electronics.

[84]  Wen-Jieh Wang,et al.  Passivity-based sliding mode position control for induction motor drives , 2005, IEEE Transactions on Energy Conversion.

[85]  K.S. Yeung,et al.  Sliding-mode control of an induction motor without flux measurement , 1992, Conference Record of the 1992 IEEE Industry Applications Society Annual Meeting.

[86]  T. Lipo,et al.  Vector Control and Dynamics of AC Drives , 1996 .

[87]  B.K. Bose,et al.  Speed sensorless hybrid vector controlled induction motor drive , 1995, IAS '95. Conference Record of the 1995 IEEE Industry Applications Conference Thirtieth IAS Annual Meeting.

[88]  Robert D. Lorenz,et al.  Accuracy limitations of velocity and flux estimation in direct field oriented induction machines , 2002 .

[89]  Rong-Jong Wai,et al.  Hybrid control using recurrent fuzzy neural network for linear induction motor servo drive , 2001, IEEE Trans. Fuzzy Syst..

[90]  Kuo-Kai Shyu,et al.  Incremental motion control of synchronous reluctance motor via multisegment sliding mode control method , 2002, IEEE Trans. Control. Syst. Technol..

[91]  Rong-Jong Wai Development of intelligent position control system using optimal design technique , 2003, IEEE Trans. Ind. Electron..

[92]  John Y. Hung,et al.  Variable structure control: a survey , 1993, IEEE Trans. Ind. Electron..

[93]  C. Schauder,et al.  Adaptive speed identification for vector control of induction motors without rotational transducers , 1989, Conference Record of the IEEE Industry Applications Society Annual Meeting,.

[94]  Rong-Jong Wai,et al.  Robust control using neural network uncertainty observer for linear induction motor servo drive , 2002 .

[95]  Damian Giaouris,et al.  MRAS Sensorless Vector Control of an Induction Motor Using New Sliding-Mode and Fuzzy-Logic Adaptation Mechanisms , 2010, IEEE Transactions on Energy Conversion.

[96]  S.-N. Yeh,et al.  Current sensorless field-oriented control of induction motors , 1996 .

[97]  R. Shahnazi,et al.  Position control of induction and DC servomotors: a novel adaptive fuzzy PI sliding mode control , 2006 .

[98]  Longya Xu,et al.  A new current model flux observer for wide speed range sensorless control of an induction machine , 2002 .

[99]  H. Tajima,et al.  Speed sensorless field orientation control of the induction machine , 1991, Conference Record of the 1991 IEEE Industry Applications Society Annual Meeting.

[100]  Teresa Orlowska-Kowalska,et al.  Adaptive Sliding-Mode Neuro-Fuzzy Control of the Two-Mass Induction Motor Drive Without Mechanical Sensors , 2010, IEEE Transactions on Industrial Electronics.

[101]  Vadim I. Utkin,et al.  A control engineer's guide to sliding mode control , 1999, IEEE Trans. Control. Syst. Technol..

[102]  Franck Plestan,et al.  Sensorless Induction Motor: High-Order Sliding-Mode Controller and Adaptive Interconnected Observer , 2008, IEEE Transactions on Industrial Electronics.

[103]  Rong-Jong Wai,et al.  Adaptive enhanced fuzzy sliding-mode control for electrical servo drive , 2006, IEEE Transactions on Industrial Electronics.

[104]  Frede Blaabjerg,et al.  Comparative study of adaptive and inherently sensorless observers for variable-speed induction-motor drives , 2006, IEEE Transactions on Industrial Electronics.

[105]  Boban VeseliMember,et al.  Improved Discrete-Time Sliding-Mode Position Control Using Euler Velocity Estimation , 2010 .

[106]  Said Drid,et al.  Robust backstepping vector control for the doubly fed induction motor , 2007 .

[107]  Cristian Lascu,et al.  Sliding-mode observer and improved integrator with DC-offset compensation for flux estimation in sensorless-controlled induction motors , 2006, IEEE Transactions on Industrial Electronics.