Adaptive control strategy with flux reference optimization for sensorless induction motors

Abstract Avoiding mechanical (speed, torque) sensors in electric motor control entails cost reduction and reliability improvement. Furthermore, sensorless controllers (also referred to output-feedback) are useful, even in the presence of mechanical sensors, to implement fault tolerant control strategies. In this paper, we deal with the problem of output-feedback control for induction motors. The solutions proposed so far have been developed based on the assumption that the machine magnetic circuit characteristic is linear. Ignoring magnetic saturation makes it not possible to meet optimal operation conditions in the presence of wide range speed and load torque variations. Presently, an output-feedback control strategy is developed on the basis of a motor model that accounts for magnetic saturation. The control strategy includes an optimal flux reference generator, designed in order to optimize energy consumption, and an output-feedback designed using the backstepping technique to meet tight speed regulation in the presence of wide range changes in speed reference and load torque. The controller sensorless feature is achieved using an adaptive observer providing the controller with online estimates of the mechanical variables. Adaptation is resorted to cope with the system parameter uncertainty. The controller performances are theoretically analyzed and illustrated by simulation.

[1]  Sergei Peresada,et al.  High-performance indirect field-oriented output-feedback control of induction motors , 1999, Autom..

[2]  Aitor J. Garrido,et al.  A sensorless variable structure control of induction motor drives , 2004 .

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

[4]  Miroslav Krstic,et al.  Nonlinear and adaptive control de-sign , 1995 .

[5]  Fouad Giri,et al.  Control Models for Induction Motors , 2013 .

[6]  Fouad Giri,et al.  Nonlinear Control for Speed Regulation of Induction Motor with Optimal Energetic Efficiency , 2013 .

[7]  E.G. Strangas,et al.  Sensorless speed control of induction motors , 2004, Proceedings of the 2004 American Control Conference.

[8]  Alain Glumineau,et al.  Experimental Evaluation of Nonlinear Control Design Techniques for Sensorless Induction Motor , 2013 .

[9]  Fouad Giri,et al.  Adaptive Nonlinear Control of Induction Motors Through AC/DC/AC Converters , 2012 .

[10]  David J. Hill,et al.  Stability analysis of induction motor networks , 1998 .

[11]  G. Besançon,et al.  On adaptive observers for state affine systems , 2006 .

[12]  Riccardo Marino,et al.  Global adaptive output feedback control of induction motors with uncertain rotor resistance , 1999, IEEE Trans. Autom. Control..

[13]  Fouad Giri,et al.  Towards a global control strategy for induction motor: Speed regulation, flux optimization and power factor correction , 2012 .

[14]  Fouad Giri,et al.  Sensorless induction machine observation with nonlinear magnetic characteristic , 2014 .

[15]  Malek Ghanes,et al.  A robust sensorless output feedback controller of the induction motor drives: new design and experimental validation , 2010, Int. J. Control.

[16]  Gildas Besancon,et al.  An Efficient Nonlinear Adaptive Observer with Global Convergence , 2003 .

[17]  Charles R. Sullivan,et al.  Stator-flux-based vector control of induction machines in magnetic saturation , 1995 .

[18]  A. Ferrara,et al.  Speed regulation of induction motors: an adaptive sensorless sliding mode control scheme , 2004, Proceedings of the 2004 American Control Conference.

[19]  Darren M. Dawson,et al.  A GLOBAL EXPONENTIAL OUTPUT‐FEEDBACK CONTROLLER FOR INDUCTION MOTORS , 2008 .

[20]  Hassan Hammouri,et al.  Observer Synthesis for a Class of Nonlinear Control Systems , 1996, Eur. J. Control.

[21]  John N. Chiasson,et al.  High-performance motion control of an induction motor with magnetic saturation , 1999, IEEE Trans. Control. Syst. Technol..

[22]  Malek Ghanes,et al.  Observability Study and Observer-Based Interconnected Form for Sensorless Induction Motor , 2006, Proceedings of the 45th IEEE Conference on Decision and Control.

[23]  John Chiasson,et al.  Modeling and High Performance Control of Electric Machines , 2005 .

[24]  Darren M. Dawson,et al.  Sensorless rotor velocity tracking control for induction motors , 2001, IEEE Trans. Control. Syst. Technol..

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

[26]  Cristiano Maria Verrelli,et al.  A global tracking control for speed-sensorless induction motors , 2004, Autom..