Online parameter estimation and adaptive control of permanent-magnet synchronous machines

IEEE Transactions on Industrial Electronics

Volumn 57, Issue 7, 2010, Pages 2435-2443

  Underwood, Samuel J ^a,b   Husain, Iqbal ^a  

^a UNIVERSITY OF AKRON   (United States)

^b AEROVIRONMENT INC   (United States)

Author keywords

Adaptive control; Parameter estimation; Permanent magnet synchronous machine (PMSM); PM synchronous motors; Recursive least square (RLS) algorithm

Indexed keywords

ADAPTIVE CONTROL; MACHINE PARAMETERS; NOVEL METHODS; ONLINE PARAMETER ESTIMATION; PERMANENT MAGNET SYNCHRONOUS MACHINES; PM SYNCHRONOUS MOTOR; REAL TIME; RECURSIVE LEAST SQUARE ALGORITHM; RECURSIVE LEAST SQUARE ALGORITHMS;

AC MOTORS; ADAPTIVE ALGORITHMS; ADAPTIVE CONTROL SYSTEMS; METAL ANALYSIS; PERMANENT MAGNETS; ROBUSTNESS (CONTROL SYSTEMS); SYNCHRONOUS MOTORS;

PARAMETER ESTIMATION;

EID: 77953577571     PISSN: 02780046     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIE.2009.2036029     Document Type: Article

References (20)

1. C. C. Wang and Y. H. Cho, "Effects of leakage flux on magnetic fields of interior permanent magnet synchronous motors," IEEE Trans. Magn., vol.37, no.4, pp. 3021-3024, Jul. 2001.
2. A. Kilthau and J. M. Pacas, "Parameter-measurement and control of the synchronous reluctance machine including cross saturation," in Conf. Rec. IEEE-IAS Annu. Meeting, Sep.-Oct. 2001, vol.4, pp. 2302-2309.
3. R. Caporal-Morales and M. Pacas, "A predictive torque control for the synchronous reluctance machine taking into account the magnetic cross saturation," IEEE Trans. Ind. Electron., vol.54, no.2, pp. 1161-1167, Apr. 2007. (Pubitemid 46591036)
4. K. M. Rahman and S. Hiti, "Identification of machine parameters of a synchronous motor," IEEE Trans. Ind. Appl., vol.41, no.2, pp. 557-565, Mar./Apr. 2005.
5. U. Schaible and B. Szabados, "Dynamic motor parameter identification for high speed flux weakening of brushless permanent magnet synchronous machines," IEEE Trans. Energy Convers., vol.14, no.3, pp. 486- 492, Sep. 1999.
6. S. Morimoto, T. Ueno, M. Sanada, A. Yamagiwa, Y. Takeda, and T. Hirasa, "Effects and compensation of magnetic saturation in permanent magnet synchronous motor drives," in Conf. Rec. IEEE-IAS Annu. Meeting, 1998, vol.1, pp. 59-64.
7. K. W. Lee, D. H. Jung, and I. J. Ha, "An online parameter identification method for both stator resistance and back-EMF coefficients without rotational transducers," IEEE Trans. Ind. Electron., vol.51, no.2, pp. 507-510, Apr. 2004.
8. B. Nahid-Mobarakeh, F. Meibody-Tabar, and F. M. Sargos, "Mechanical sensorless control of PMSM with online estimation of stator resistance," IEEE Trans. Ind. Appl., vol.40, no.2, pp. 457-470, Mar./Apr. 2004.
9. K. Hyunbae and R. D. Lorentz, "Improved current regulators for IPM machine drives using on-line parameter estimation," in Conf. Rec. IEEE-IAS Annu. Meeting, 2002, vol.1, pp. 86-91.
10. K. Hyunbae, J. Hartwig, and R. D. Lorentz, "Using on-line parameter estimation to improve efficiency of IPM drives," in Proc. IEEE Power Electron. Spec. Conf., 2002, vol.2, pp. 815-820.
11. S. Morimoto, M. Sanada, and Y. Takeda, "Mechanical sensorless drives of IPMSM with online parameter identification," IEEE Trans. Ind. Appl., vol.42, no.5, pp. 1241-1248, Sep./Oct. 2006.
12. H. P. Nee, L. Lefevre, P. Thelin, and J. Soulard, "Determination of d and q reactance of permanent-magnet synchronous motors without measurements of the rotor position," IEEE Trans. Ind. Appl., vol.36, no.5, pp. 1330-1335, Sep./Oct. 2000.
13. S. Ichikawa, M. Tomita, S. Doki, and S. Okuma, "Sensorless control of permanent-magnet synchronous motors using online parameter identification based on system identification theory," IEEE Trans. Ind. Electron., vol.53, no.2, pp. 363-371, Apr. 2006.
14. M. Rashed, P.F. MacConnell, A. F. Stronach, and P. Acarnley, "Sensorless indirect-rotor-field-orientation speed control of a permanent-magnet synchronous motor with stator-resistance estimation," IEEE Trans. Ind. Electron., vol.54, no.3, pp. 1664-1675, Jun. 2007.
15. A.H.Wijenayake, J.M. Bailey, andM. Naidu, "A DSP-based position sensor elimination method with an on-line parameter identification scheme for permanent-magnet synchronous motors," in Conf. Rec. IEEE-IAS Annu. Meeting, 1995, pp. 207-215.
16. S. Bolognani, M. Zigliotto, and K. Unterkofler, "On-line parameter commissioning in sensorless PMSM drives," in Proc. IEEE-ISIE, 1997, pp. 480-484.
17. B. Stumberger, G. Stumberger, D. Dolinar, A. Hamler, and M. Trlep, "Evaluation of saturation and cross-magnetization effects in interior permanent magnet synchronous motor," IEEE Trans. Ind. Appl., vol.39, no.5, pp. 1264-1271, Sep./Oct. 2003.
18. N. Imai, S. Morimoto, M. Sanada, and Y. Takeda, "Influence of magnetic saturation on sensorless control for interior permanent-magnet synchronous motors with concentrated windings," IEEE Trans. Ind. Appl., vol.42, no.5, pp. 1193-1200, Sep./Oct. 2006. (Pubitemid 44500752)
19. L. Ljung and T. Söderström, Theory and Practice of Recursive Identification. Boston, MA: MIT Press, 1987.
20. M. Burth, G.C. Verghese, and M. Velez-Reyes, "Subset selection for improved parameter estimation in on-line identification of a synchronous generator," IEEE Trans. Power Syst., vol.14, no.1, pp. 218-225, Feb. 1999.