Identification of induction motor parameters from transient stator current measurements

IEEE Transactions on Industrial Electronics

Volumn 46, Issue 1, 1999, Pages 139-149

  Shaw, Steven R ^a   Leeb, Steven B ^a  

^a MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

Induction motors; Parameter estimation

Indexed keywords

COMPUTER SIMULATION; CONTROL SYSTEM ANALYSIS; ELECTRIC CURRENT MEASUREMENT; ERROR ANALYSIS; EXTRAPOLATION; ITERATIVE METHODS; LEAST SQUARES APPROXIMATIONS; MATHEMATICAL MODELS; MAXIMUM LIKELIHOOD ESTIMATION; OBSERVABILITY; PARAMETER ESTIMATION; STATORS;

LEVENBURG-MARQUARDT ITERATION; TRANSIENT STATOR CURRENT MEASUREMENT;

INDUCTION MOTORS;

EID: 0033078643     PISSN: 02780046     EISSN: None     Source Type: Journal    
DOI: 10.1109/41.744405     Document Type: Article

References (37)

1. J. Lang G. Verghese and M. Ilic-Spong Opportunities in estimation and control of electrical machines in Proc. 1986 IEEE Conf. Decision and Control pp. 379-387.
2. M. Vélez-Reyes Speed and parameter estimation for induction machines M.S. thesis Dep. Elect. Eng. Comput. Sci. Massachusetts Inst. Technol. Cambridge May 1988
3. J. Lang and G. Verghese Adaptive estimation of state and parameters in electrical machines in Proc. Int. Workshop Microcomputer Control of Electric Drives Trieste Italy July 3 1989 pp. C1.1-C1.7.
4. F. Hillenbrand A method for determining the speed and rotor flux of the asynchronous machine by measuring the terminal quantities only in Proc. 1984 IFAC Symp. Control in Power Electronics and Electrical Drives pp. 55-62
5. B. de Fornel J. Farines and J. Hapiot Numerical estimation of the speed of an asynchronous machine supplied by a static converter in Conf. Rec. 1979 IEEE-IAS Annu. Meeting pp. 956-962.
6. S. Tamai H. Sugimoto and M. Yano Speed sensor-less vector control of induction motor with model reference adaptive system in Conf. Rec. 1987 1EEE-1AS Annu. Meeting pp. 189-195
7. A. Abbondanti and M. Brennen Variable speed induction motor drives use electronic slip calculator based on motor voltagesand currents IEEE Trans. Ind. Applicat. vol. IA-11 pp. 483-488 Sept./Oct. 1975.
8. R. Venkataraman B. Ramaswami and J. Holtz Electronic analog slip calculator for induction motor drives IEEE Trans. Ind. Electron. Contr. Instrum. vol. IECI-27 pp. 110-116 Apr. 1980
9. D. Naunin Digital speed control of an induction motor with and without a speed sensor in Proc. 1983 Int. Power Electronics Conf. vol. 1 pp. 474-482
10. B. de Fornel C. Reboulet and M. Boidin Speed control by microprocessor for an induction machine fed by a static converter in Proc. 1984 IFAC Symp. Control in Power Electronics and Electrical Drives pp. 69-75
11. R. Joetten and G. Maeder Control methods for good dynamic performance induction motor drives based on current and voltages as measured quantities IEEE Trans. Ind. Applicat. vol. IA-19 pp. 356-363 May/June 1983
12. A. Nabae I. Takashi H. Akagi and H. Nakano Inverter-fed induction motor drive systems with an instantaneous slip-frequency estimation circuit in Proc. IEEE Power Electronics Specialists Conf. 1982 pp. 322-327
13. R. Cuzner R. Lorenz and D. Novotny Application of nonlinear observers for rotor position detection on an induction motor using machine voltages and currents in Conf. Rec. 1990 IEEE-IAS Annu. Meeting pp. 416-4121
14. A. Fitzgerald C. Kingsley and S. Umans Electric Machinery. New York: McGraw-Hill 1983
15. A. Bellini A. de Carli and M. L. Cava Parameter identification for induction motor simulation Automatica vol. 12 no. 4 pp. 383-386 July 1976
16. A. Consoli L. Fortuna and A. Gallo Induction motor identification by a microcomputer-based structure IEEE Trans. Ind. Electron. vol. IE-34 pp. 422-428 Nov. 1987
17. T. Irisa S. Takata R. Ueda T. Sonoda and T. Mochizuki A novel approach on parameter self-tuning method in ac servo system in Proc. 1984 IFAC Symp. Control in Power Electronics and Electrical Drives pp. 41-48
18. H. Kubota K. Matsuse and T. Fukao New control method of inverter-fed induction motor drive by using state observer with rotor resistance identification in Conf. Rec. 1985 IEEE-IAS Annu. Meeting pp. 601-606
19. D. Atkinson P. Acarnley and J. Finch Observers for induction motor state and parameter estimation IEEE Trans. Ind. Applicat. vol. 27 pp. 1119-1127 NovVDec. 1991
20. K. Hurst T. Habetler G. Griva F. Profumo and P. Jansen A self-tuning closed-loop flux observer for sensorless torque control of standard induction machines in Proc. 1995 IEEE Power Electronics Specialists Conf. pp. 792-798
21. S. R. Sanders State estimation in induction machines M.S. thesis Dep. Elect. Eng. Comput. Sci. Massachusetts Inst. Technol. Cambridge June 1985
22. M. Vélez-Reyes Decomposed algorithms for parameter estimation Ph.D. dissertation Dep. Elect. Eng. Comput. Sci. Massachusetts Inst. Technol. Cambridge Sept. 1992
23. M. Vélez-Reyes K. Minami and G. C. Verghese Recursive speed and parameter estimation for induction machines in Conf. Rec. 1989 IEEE-IAS Annu. Meeting pp. 607-611
24. K. Minami Model-based speed and parameter tracking for induction machines M.S. thesis Dep. Elect. Eng. Comput. Sci. Massachusetts Inst. Technol. Cambridge May 1989
25. K. R. Cho Detection of broken rotor bars in induction motors using parameter and state estimation M.S. thesis Dep. Elect. Eng. Comput.
26. Sci. Massachusetts Inst. Technol. Cambridge June 1989.
27. K. R. Cho J. H. Lang and S. D. Umans Detection of broken roto bars in induction motors using parameter and state estimation IEE Trans. Ind. Applicat. vol. 28 pp. 702-708 May/June 1992.
28. M. S. Welsh Detection of broken rotor bars in induction motors usin stator current measurements M.S. thesis Dep. Elect. Eng. Comput Sci. Massachusetts Inst. Technol. Cambridge May 1988.
29. S. B. Leeb and J. L. Kirtley A multiscale transient event detecto for nonintrusive load monitoring in Proc. 1993 IECON Int. Conf Industrial Electronics Control and Instrumentation pp. 354-359.
30. S. B. Leeb and J. L. Kirtley A transient event detector for nonintrusiv load monitoring U.S. Patent 5483 153 Jan. 1996.
31. S. R. Shaw R. F. Lepard and S. B. Leeb Desire: A power qualit prediction system in Proc. North American Power Symp. Sept. 1996 pp. 581-586.
32. P. C. Krause Analysis of Electric Machinery. New York: McGraw Hill 1986.
33. R. Johansson System Modeling and Identification. Englewood Cliffs NJ: Prentice-Hall 1993.
34. W. H. Press S. A. Teukolsky W. Vetterling and B. Flannery Numerica Recipes in C 2nd ed. Cambridge U.K.: Cambridge Univ. Press 1992.
35. S. R. Shaw Numerical methods for identification of induction moto parameters M.S. thesis Dep. Elect. Eng. Comput. Sci. Massachusett Inst. Technol. Cambridge Feb. 1997.
36. A. V. Oppenheim and R. W. Schaefer Discrete-Time Signal Processing Englewood Cliffs NJ: Prentice-Hall 1989.
37. R. Lepard Power quality prediction based on determination of suppl impedance M.S. thesis Dep. Elect. Eng. Comput. Sci. Massachusett Inst. Technol. Cambridge May 1996.