Robust nonlinear predictive controller for permanent-magnet synchronous motors with an optimized cost function

IEEE Transactions on Industrial Electronics

Volumn 59, Issue 7, 2012, Pages 2849-2858

  Errouissi, Rachid ^a   Ouhrouche, Mohand ^a   Chen, Wen Hua ^b   Trzynadlowski, Andrzej M ^c  

^a UNIVERSITÉ DU QUÉBEC À CHICOUTIMI   (Canada)

^b LOUGHBOROUGH UNIVERSITY   (United Kingdom)

^c Department of Computer Science and Engineering   (United States)

Author keywords

Digital signal processors; nonlinear optimization problem; permanent magnet synchronous motor (PMSM); robust nonlinear predictive control (RNPC)

Indexed keywords

CONTROL STRATEGIES; EXTERNAL PERTURBATIONS; INTEGRAL ACTION; KEY FEATURE; NON-LINEAR OPTIMIZATION PROBLEMS; NONLINEAR PREDICTIVE CONTROL; OUTPUT-TRACKING; PARAMETER UNCERTAINTY; PERMANENT MAGNET SYNCHRONOUS MOTOR; PREDICTIVE CONTROLLER; SPEED-TRACKING; STEADY STATE ERRORS;

CONTROL THEORY; COST FUNCTIONS; DIGITAL SIGNAL PROCESSORS; OPTIMIZATION; PERMANENT MAGNETS; SIGNAL PROCESSING; SYNCHRONOUS MOTORS;

CONTROLLERS;

EID: 84863122401     PISSN: 02780046     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIE.2011.2157276     Document Type: Article

References (29)

1. Y. Zhang, C. M. Akujuobi, W. H. Ali, C. L. Tolliver, and L.-S. Shieh, "Load disturbance resistance speed controller design for PMSM," IEEE Trans. Ind. Electron., vol. 53, no. 4, pp. 1198-1208, Jun. 2006. (Pubitemid 44263731)
2. K.-H. Kim and M.-J. Youn, "A simple and robust digital current control technique of a PMsynchronous motor using time delay control approach," IEEE Trans. Power Electron., vol. 16, no. 1, pp. 72-82, Jan. 2001. (Pubitemid 32271029)
3. Y. Abdel-Rady and I. Mohamed, "Design and implementation of a robust current-control scheme for a PMSM vector drive with a simple adaptative disturbance observer," IEEE Trans. Ind. Electron., vol. 54, no. 4, pp. 1981-1988, Aug. 2007.
4. J. Solsona, M. I. Valla, and C. Muravchik, "Nonlinear control of a permanent magnet synchronous motor with disturbance torque estimation," IEEE Trans. Energy Convers., vol. 15, no. 2, pp. 163-168, Jun. 2000.
5. Y. Abdel-Rady and I. Mohamed, "A newly designed instantaneous-torque control of direct-drive PMSM servo actuator with improved torque estimation and control characteristics," IEEE Trans. Ind. Electron., vol. 54, no. 5, pp. 2864-2873, Oct. 2007.
6. S.-Y. Kim, W. Lee, M.-S. Rho, and S.-Y. Park, "Effective dead-time compensation using vectorial disturbance estimator in PMSM drives," IEEE Trans. Ind. Electron., vol. 57, no. 5, pp. 1609-1614, May 2010.
7. H.-H. Choi, N. T.-T. Vu, and J.-W. Jung, "Digital implementation of an adaptive speed regulator for a PMSM," IEEE Trans. Power Electron., vol. 26, no. 1, pp. 3-8, Jan. 2011.
8. S. Li and Z. Liu, "Adaptive speed control for permanent-magnet synchronous motor system with variations of load inertia," IEEE Trans. Ind. Electron., vol. 56, no. 8, pp. 3050-3059, Aug. 2009.
9. S. J. Underwood and I. Hussain, "Online parameter estimation and adaptive control of permanent-magnet synchronous machines," IEEE Trans. Ind. Electron., vol. 57, no. 7, pp. 2435-2443, Jul. 2010.
10. C. E. Garcia, D. M. Prett, and M. Morari, "Model predictive control: Theory and practice-A survey," Automatica, vol. 25, no. 3, pp. 335-348, May 1989. (Pubitemid 20612627)
11. L.-B. Li, H.-X. Sun, J.-D. Chu, and G.-L.Wang, "The predictive control of PMSM based on state space," in Proc. IEEE 2nd Int. Conf. Mach. Learn. Cybern., Nov. 2003, vol. 2, pp. 859-862.
12. S. Bolognani, L. Peretti, and M. Zigliotto, "Design and implementation of model predictive control for electrical motor drives," IEEE Trans. Ind. Electron., vol. 56, no. 6, pp. 1925-1936, Jun. 2009.
13. P. Cortes, M. P. Kazmierkowski, R. M. Kennel, D. E. Quevedo, and J. Rodriguez, "Predictive control in power electronics and drives," IEEE Trans. Ind. Electron., vol. 55, no. 12, pp. 4312-4324, Dec. 2008.
14. S. Kouro, P. Cortés, R. Vargas, U. Ammann, and J. Rodriguez, "Model predictive control-A simple and powerful method to control power converters," IEEE Trans. Ind. Electron., vol. 56, no. 6, pp. 1826-1838, Jun. 2009.
15. M. Nemec, D. Nedeljkovic, and V. Ambrozic, "Predictive torque control of induction machines using immediate flux control," IEEE Trans. Ind. Electron., vol. 54, no. 4, pp. 2009-2017, Aug. 2007. (Pubitemid 47271274)
16. P. Correa, M. Pacas, and J. Rodriguez, "Predictive torque control for inverter fed induction machines," IEEE Trans. Ind. Electron., vol. 54, no. 2, pp. 1073-1079, Apr. 2007. (Pubitemid 46591027)
17. E. S. de Santana, E. Bim, and W. C. do Amaral, "A predictive algorithm for controlling speed and rotor flux of induction motor," IEEE Trans. Ind. Electron., vol. 55, no. 12, pp. 4398-4407, Dec. 2008.
18. F. Morel, X. Lin-Shi, J.-M. Rétif, B. Allard, and C. Buttay, "A comparative study of predictive current control schemes for a permanent-magnet synchronous machine drive," IEEE Trans. Ind. Electron., vol. 56, no. 7, pp. 2715-2728, Jul. 2009.
19. P. Lu, "Optimal predictive control of continuous nonlinear systems," Int. J. Control, vol. 62, no. 3, pp. 633-649, 1995.
20. P. Lu, "Nonlinear predictive controllers for continuous systems," J. Guid. Control Dyn., vol. 17, no. 3, pp. 553-560, May/Jun. 1994.
21. W.-H. Chen, "Optimal control of nonlinear systems: A predictive control approach," Automatica, vol. 39, no. 4, pp. 633-641, Apr. 2003.
22. W.-H. Chen, "Closed-form nonlinear MPC for multivariable nonlinear systems with different relative degree," in Proc. IEEE Amer. Control Conf., Jun. 4-6, 2003, vol. 6, pp. 4887-4892.
23. W.-H. Chen, D. J. Balance, P. J. Gawthrop, J. J. Gribble, and J. O'Reilly, "Nonlinear PID predictive controller," Proc. Inst. Elect. Eng.-Control Theory Appl., vol. 146, no. 6, pp. 603-611, Nov. 1999. (Pubitemid 32211689)
24. W. Feng, J. O'Reilly, and D. J. Balance, "MIMO nonlinear PID predictive controller," Proc. Inst. Elect. Eng.-Control Theory Appl., vol. 149, no. 3, pp. 203-208, May 2002. (Pubitemid 34759060)
25. R. Hedjar and P. Boucher, "Nonlinear receding-horizon control of rigid link robot manipulators," Int. J. Adv. Robot. Syst., vol. 2, no. 1, pp. 015-024, Nov. 2005. (Pubitemid 40430177)
26. R. Hedjar, R. Toumi, P. Boucher, and D. Dumur, "Finite horizon nonlinear predictive control by the Taylor approximation: Application to robot tracking trajectory," Int. J. Appl. Math. Comput. Sci., vol. 15, no. 4, pp. 527-540, 2005.
27. A. Isidori, "Nonlinear control system," in An Introduction, 3rd ed. New York: Springer-Verlag, 1995.
28. H. K. Khalil, Nonlinear Systems, 2nd ed. Englewood Cliffs, NJ: Prentice-Hall, 1996.
29. P. Lu, "Non-linear systems with control and state constraints," Optimal Control Appl. Methods, vol. 18, no. 5, pp. 313-326, Sep./Oct. 1997. (Pubitemid 127714562)