Predictive sensorless control of induction motor drives

This paper presents a control system of an Induction Machine (IM) with predictive controller-estimator. A novel speed estimator is proposed, and the estimator operation is examined at different operational conditions. The new estimator shows an improvement in the speed estimation during the transient operation compared to the conventional estimators, and it also shows a satisfactory operation at different operating conditions. Simulations results are presented and the proposed experimental rig is described.

[1]  R. Kennel,et al.  Direct model predictive control - a new direct predictive control strategy for electrical drives , 2005, 2005 European Conference on Power Electronics and Applications.

[2]  Joachim Holtz,et al.  Sensorless Control of Induction Machines - With or Without Signal Injection? , 2006, IEEE Trans. Ind. Electron..

[3]  R. S. Kanchan,et al.  Model-Based Predictive Control of Electric Drives , 2010 .

[4]  Thomas A. Lipo,et al.  Operation of Naturally Sampled Current Regulators in the Transition Mode , 1987, IEEE Transactions on Industry Applications.

[5]  Antoni Arias,et al.  Novel Fuzzy Adaptive Sensorless Induction Motor Drive , 2006, IEEE Transactions on Industrial Electronics.

[6]  Joachim Holtz,et al.  Sensorless control of induction motor drives , 2002, Proc. IEEE.

[7]  Haitham Abu-Rub,et al.  Speed Sensorless Induction Motor Drive With Predictive Current Controller , 2013, IEEE Transactions on Industrial Electronics.

[8]  V. Dinavahi,et al.  Digital hardware emulation of universal machine and universal line models for real-time electromagnetic transient simulation , 2012, 2012 IEEE Power and Energy Society General Meeting.

[9]  M.P. Kazmierkowski,et al.  Review of current regulation techniques for three-phase PWM inverters , 1994, Proceedings of IECON'94 - 20th Annual Conference of IEEE Industrial Electronics.

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

[11]  Paolo Tenti,et al.  A novel hysteresis control method for current-controlled voltage-source PWM inverters with constant modulation frequency , 1990 .

[12]  Shady M. Gadoue Artificial intelligence applied to speed sensorless induction motor drives , 2009 .

[13]  Timothy M. Rowan,et al.  Operation of Naturally SampledCurrent Regulators , 1987 .

[14]  K. Jezernik,et al.  Experimental Comparison of Discrete Time Sliding Mode and Conventional, PI Current Controllers for IM Drives , 2006, 2006 12th International Power Electronics and Motion Control Conference.

[15]  Damian Giaouris,et al.  Controlled AC Electrical Drives , 2008, IEEE Transactions on Industrial Electronics.

[16]  A. Zinober,et al.  Adaptive Control: the Model Reference Approach , 1980 .

[17]  Asier Zubizarreta,et al.  Efficient Multivariable Generalized Predictive Control for Sensorless Induction Motor Drives , 2014, IEEE Transactions on Industrial Electronics.

[18]  Donald W. Novotny,et al.  Current Control of VSI-PWM Inverters , 1985, IEEE Transactions on Industry Applications.

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

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