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Adaptive Vector Control of Induction Motor Using CTMVC


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DOI: https://doi.org/10.15866/iremos.v10i4.12030

Abstract


A nonlinear predictive controller for induction motor drive, an on-line estimation of rotor time-constant and a load torque are proposed. The new controller is designed using a combination of two approaches which are Indirect Field Oriented and Continuous Time Minimum Variance (CTMV) controls. The on-line estimation of rotor time-constant is based on the mathematical model of induction machine. This controller has many advantages such as fast dynamic response and simplicity. The aim of this control strategy is to estimate and track the changes of rotor time- constant and load torque in order to obtain a global decoupling between rotor flux and electromagnetic torque and to avoid the use of expensive sensors. An open loop estimator of rotor flux is obtained from accessible variables. This controller is tested in MATLAB/SIMULINK and some simulation results are presented to demonstrate the validity of this approach.
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Keywords


Continuous Time Minimum Variance Control; Indirect Field Oriented Control; On-Line Estimation

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References


A. Ba-Razzouk, A. Chériti and G. Olivier, Artificial Neural Networks Rotor Time Constant Adaptation in Indirect Field Oriented Control Drives, IEEE Power Electronics Specialists Conference, IEEE-PESC’96, Vol.1, pp. 701-707, June 1996.
http://dx.doi.org/10.1109/pesc.1996.548658

Faa-Jeng Lin, Ho-Ming Su, A High-Performance Induction Machine Drive with On-line Rotor Time- Constant Estimation, IEEE Transactions on Energy Conversion, Vol. 12(Issue 4), pp. 297 - 303, December 1997.

Moutchou, M., Abbou, A., Mahmoudi, H., Induction machine speed and flux control, using vector-sliding mode control, with rotor resistance adaptation, (2012) International Review of Automatic Control (IREACO), 5 (6), pp. 804-814.

Dwayne Telford , Matthew W. Dunnigan and Barry W.Williams, Online Identification of Induction Machine Electrical Parameters for Vector Control Loop Tuning, IEEE Transactions on Industrial Electronics, Vol. 50(Issue 2), pp. 253-261, April 2003.
http://dx.doi.org/10.1109/tie.2003.809397

A.Ba-Razzouk, A.Chériti and V.Rajagopalan, Real-Time Implementation of a Rotor Time-Constant Online Estimation Scheme, IEEE International Conference on Industrial Electronics Control, Instrumentation and Automation, Vol. 2, pp. 927-932, November 1999.
http://dx.doi.org/10.1109/iecon.1999.816536

Cristiano Maria Verrelli, Alberto Savoia, Michele Mengoni, Riccardo Marino, Patrizio Tomei, and Luca Zarri, On-Line Identification, of Winding Resistances and Load Torque in Induction Machines, IEEE Transactions on Control Systems Technology, Vol. 22(Issue 4), pp. 1629 - 1637, 2014.
http://dx.doi.org/10.1109/tcst.2013.2285604

M. Zerbo, A. Ba-razzouk and P. Sicard, Real-time Flux and Torque Estimator for Induction Machines, IEEE Canadian Conference on Electrical and Computer Engineering CCGEI’04, Vol. 4, pp. 2159-2162, May 2004.
http://dx.doi.org/10.1109/ccece.2004.1347671

Y.I. Son, I.H. Kim, D.S. Choi and H. Shim, Robust Cascade Control of Electrical Motor Drives Using Dual Reduced-Order pi Observer, IEEE Transactions on Industrial Electronics, Vol.62, pp. 3672-3682, 2015.
http://dx.doi.org/10.1109/tie.2014.2374571

Alma Y. Alanis, Edgar N. Sanchez, Alexander G. Loukianov, Real Time Discrete Backstepping Neural Control for Induction Motors, IEEE Transactions on Control Systems Technology, Vol. 19(Issue2), pp. 359 - 366, March 2011.
http://dx.doi.org/10.1109/tcst.2010.2041780

Saverio Bolognani, Silverio Bolognani, L.Pertti et M.Zegliotto Design and Implementation of Model Predictive Control for Electrical Motor Drives, IEEE Transactions on Industrial Electronics, vol. 56(Issue 6), pp. 1925-1936, June 2009.
http://dx.doi.org/10.1109/tie.2008.2007547

A.Merabet, M.Ouhrouche, R.T.Bui and J.S.Thongam, “Nonlinear multivariable Control of Induction Motor Based on Generalized Predictive Control” Proceeding of the 8th IASTED International Conference on Control and Applications CA06, pp. 7-12, May 2006.

Meo, S., Perfetto, A., A predictive control of a DPWM quasi resonant inverter feeding induction motors, (2012) International Review on Modelling and Simulations (IREMOS), 5 (2), pp. 1122-1127.

R.Hedjar, R.Toumi, P. Boucher and D.Dumur, Cascaded Nonlinear Predictive Control of Induction Motor, Proceeding of the IEEE Conference on Control Applications, pp. 698-703, 2000.
http://dx.doi.org/10.1109/cca.2003.1223455

E.S.de.Santana, E.Bim, W.C do Amanal, A Predictive Algorithm for Controlling Speed and Rotor flux of Induction Motor, IEEE Transactions on Industrial Electronics, Vol. 55, pp. 4398-4407, December 2008.
http://dx.doi.org/10.1109/tie.2008.2007376

W.-H.Chen, D.J.Balance, P.J.Gawthropp, J.J.Gribble and J.O’Reilly, Nonlinear PID Predictive Controller, IEE Proceeding, Theory and Control Application, Vol. 146, pp. 603-611, November 1999.
http://dx.doi.org/10.1049/ip-cta:19990744

Gatto, G., Marongiu, I., Meo, S., Perfetto, A., Serpi, A., Predictive control of brushless DC motor drive providing minimum joule losses and torque ripple free commutation, (2011) International Review on Modelling and Simulations (IREMOS), 4 (4), pp. 1500-1505.

Damiano, A., Gatto, G., Marongiu, I., Meo, S., Perfetto, A., Serpi, A., A predictive direct torque control of induction machines, (2012) International Review of Electrical Engineering (IREE), 7 (4), pp. 4837-4844.

Gatto, G., Marongiu, I., Meo, S., Perfetto, A., Comparison among different voltage feeding algorithms for quasi-resonant DC link inverter-fed I. M. drives based on state feedback approach, (2011) International Review on Modelling and Simulations (IREMOS), 4 (4), pp. 1506-1512.

Gentile, G., Meo, S., Ometto, A., Induction motor current signature analysis to diagnostics, of stator short circuits, (2003) IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives, SDEMPED 2003 - Proceedings, art. no. 1234545, pp. 47-51.
http://dx.doi.org/10.1109/demped.2003.1234545

Meo, S., Ometto, A., Rotondale, N., Diagnostic-oriented modelling of induction machines with stator short circuits, (2012) International Review on Modelling and Simulations (IREMOS), 5 (3), pp. 1202-1209.


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