Constrained minimization for parameter estimation of induction motors in saturated and unsaturated conditions

IEEE Transactions on Industrial Electronics

Volumn 52, Issue 5, 2005, Pages 1391-1402

  Cirrincione, Maurizio ^a   Pucci, Marcello ^a   Cirrincione, Giansalvo ^b   Capolino, Gérard Andreé ^b  

^a CNR   (Italy)

^b UNIVERSITÉ DE PICARDIE JULES VERNE   (France)

Author keywords

Constrained minimization; Identification; Induction motor drives; Least squares (LS); Parameter estimation

Indexed keywords

COMPUTER SIMULATION; CONSTRAINT THEORY; LEAST SQUARES APPROXIMATIONS; MAGNETIZATION; MATHEMATICAL MODELS; OPTIMIZATION; PARAMETER ESTIMATION;

CONSTRAINED MINIMIZATION; LEAST SQUARES MINIMIZATION; ONLINE PARAMETER ESTIMATION;

INDUCTION MOTORS;

EID: 27144468336     PISSN: 02780046     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIE.2005.855657     Document Type: Article

References (29)

1. W. Leonhard and G. Heinemann, "Self-tuning field oriented control of an induction motor drive," in Proc. Int. Power Electronics Conf., Tokyo, Japan, 1990, pp. 465-472.
2. A. M. Khambadkone and J. Holtz, "Vector-controlled induction motor drive with self-commissioning scheme," IEEE Trans. Ind. Electron., vol. 38, no. 5, pp. 322-327, Oct. 1991.
3. T. Kudor, K. Ishihara, and H. Naitoh, "Self-commissioning for vector controlled induction motors" in Conf. Rec. IEEE-IAS Annu. Meeting, Oct. 1993, pp. 528-535.
4. M. Sumner and G. M. Asher, "Autocommissioning for voltage-referenced voltage-fed vector-controlled induction motor drives," Proc. Inst. Elect. Eng., vol. 140, no. 3, May 1993.
5. H. Kubota, K. Matsuse, and T. Nakano, "DSP-based speed adaptive flux observer of induction motor," IEEE Trans. Ind. Appl., vol. 29, no. 2, pp. 344-348, Mar./Apr. 1993.
6. A. Dell'Aquila, F. Cupertino, L. Salvatore, and S. Stasi, "Kalman filter estimators applied to robust control of induction motor drives," in Proc. IEEE IECON'98, vol. 2, Aug. 31-Sep. 4, 1998, pp. 2257-2262.
7. S. Stasi, L. Salvatore, and F. Cupertino, "Comparison between adaptive flux observer- and extended Kalman filter-based algorithms for field oriented control of induction motor drives," in Proc. Eur. Conf. Power Electronics and Applications, 1999.
8. D. J. Atkinson, J. W. Finch, and P. P. Acarnley, "Estimation of rotor resistance in induction motors," Proc. Inst. Elect. Eng. - Electr. Power Appl., vol. 143, no. 1, pp. 87-94, Jan. 1996.
9. D. J. Atkinson, P. P. Acarnley, and J. W. Finch, "Observers for induction motor state and parameter estimation," IEEE Trans. Ind. Appl., vol. 27, no. 6, pp. 1119-1127, Nov./Dec. 1991.
10. P. Vas, Vector Control of AC Drives, A Space-Vector Approach. Cambridge, U.K.: Cambridge Univ. Press, 1994.
11. Vas P, Parameter Estimation and Condition Monitoring. Cambridge, U.K.: Cambridge Univ. Press, 1996.
12. C. Ilas, A. Bettini, L. Ferraris, G. Griva, and F. Profumo, "Comparison of different schemes without shaft sensor for field oriented control drives," in Proc. IEEE IECON'94, 1994, pp. 1579-1588.
13. M. Pucci and M. Cirrincione, "Estimation of the electrical parameters of an induction motor in saturated and unsaturated conditions by use of the least-squares method," in Proc. IEEE ACEMP'01, Kusadasi, Turkey, Jun. 2001, pp. 288-294.
14. M. Pucci and M. Cirrincione, "A direct-torque control of an AC drive based on a recursive-least-squares (RLS) method," in Proc. IEEE SDEMPED'01, Grado, Italy, Sep. 2001, pp. 651-657.
15. L. A. de S. Ribeiro, C. B. Jacobina, and A. M. N. Lima, "The influence of the slip and the speed in the parameter estimation of induction machines," in Proc. IEEE PESC'97, vol. 2, Jun. 1997, pp. 1068-1074.
16. M. Velez-Reyes, K. Minami, and G. C. Verghese, "Recursive speed and parameter estimation for induction machines" in Conf. Rec. IEEE-IAS Annu. Meeting, vol. 1, Oct. 1-5, 1989, pp. 607-611.
17. M. Cirrincione and M. Pucci, "Experimental verification of a technique for the real-time identification of induction motors based on the recursive least-squares," in Proc. IEEE AMC'02, Maribor, Slovenia, Jul. 2002, pp. 326-334.
18. J. Stephan and M. Bodson, "Real-time estimation of the parameters and fluxes of induction motors," IEEE Trans. Ind. Appl., vol. 30, no. 3, pp. 746-759, May/Jun. 1994.
19. C. Moons and B. De Moor, "Parameter identification of induction motor drives," Automatica, vol. 31, no. 8, pp. 1137-1147, Aug. 1995.
20. M. Cirrincione, M. Pucci, G. Cirrincione, and G. A. Capolino, "A new experimental application of least-squares techniques for the estimation of the induction motor parameters," IEEE Trans. Ind. Appl., vol. 39, no. 4, pp. 1247-1256, Sep./Oct. 2003.
21. L. A. Ribeiro and C. B. Jacobina, "Real-time estimation of the electrical parameters of an induction machine using sinusoidal PWM voltage waveforms," IEEE Trans. Ind. Appl., vol. 36, no. 3, pp. 743-754, May/Jun. 2000.
22. C. Cecati and N. Rotondale, "On-line identification of electrical parameters of the induction motor using RLS estimation" in Proc. IEEE IECON'98, vol. 4, Aug.-Sep. 1998, pp. 2263-2268.
23. J. L. Zamora and A. Garcìa-Cerrada, "Online estimation of the stator parameters in an induction motor using only voltage and current measurements," IEEE Trans. Ind. Appl., vol. 36, pp. 805-816, May/Jun. 2000.
24. M. Cirrincione, M. Pucci, G. Cirrincione, and G. Capolino, "Constrained least-squares method for the estimation of the electrical parameters of an induction motor," COMPEL, Int. J. Comput. Math. Elect. Electron. Eng. (Special Issue: Selected Papers From the International Conference on Electrical Machines (ICEM)), vol. 22, no. 4, pp. 1089-1101, 2002.
25. A. Ralston and P. Rabinowits, A First Course in Numerical Analysis, 2nd ed. New York: McGraw-Hill, 1978.
26. P. L. Jansen and R. D. Lorenz, "A physically insightful approach to the design and accuracy assessment of flux observers for field oriented induction machine drives," IEEE Trans. Ind. Appl., vol. 30, no. 1, pp. 101-110, Jan./Feb. 1994.
27. H. Klaassen, "Selbsteinstellende, Feldorientierte Regelung einer Asynchronmaschine und Geberlose Drehzahlregelung,", TU Braunschweig, 1999.
28. G. R. Slemon, "Modeling of induction machines for electric drives" IEEE Trans. Ind. Appl., vol. 25, pp. 1126-1131, Nov./Dec. 1989.
29. M. Cirrincione, M. Pucci, and G. Vitale, "A test-bench for experiments on control, identification and EMC of high performance adjustable speed drives with induction motors," in Proc. SPEEDAM, Ravello, Italy, Jun. 2002, pp. B1:13-B1:20.