Abstract: The paper presents the methodology for electromagnetic parameter estimation of the considered equivalent circuits of induction machines, enabling the more effective usage of information obtained as a result of realisation of the measuring procedure "Load curve test" described in the standard PN-EN 60034-28: 2013. An evaluation of adequacy of electromagnetic parameters estimated in accordance with the aforementioned standard and the presented methodology has been performed on the basis of the comparison of impedance frequency characteristics of the tested induction motor derived from measurement with the corresponding characteristics calculated by means of motor mathematical models resulted from the studied equivalent circuits with estimated parameters. Additional verification of correctness of estimated electromagnetic parameters has been realized by confronting the steady-state power factor-speed, stator current-speed and torque-speed characteristics of the tested induction motor determined experimentally and through the machine operation simulations carried out with the use of the considered equivalent circuits
B I B L I O G R A F I A[1] D. J. McKinnon, D. Seyoum, and C. Grantham, "Investigation of
parameter characteristics for induction machine analysis and control," in
Second International Conference on Power Electronics, Machines and
Drives (PEMD 2004), 2004, pp. 320 - 325.
[2] M. Raina and H.A. Toliyat, "Parameter estimation of induction motors-a
review and status report", in The 27th Annual Conference of the IEEE
Industrial Electronics Society, IECON '01, Denver, pp. 1327 - 1332, 29
Nov.-2 Dec. 2001.
[3] Kamarudin B. Nordin, Donald W. Novotny, Donald S. Zinger, "The
Influence of Motor Parameter Deviations in Feedforward Field
Orientation Drive Systems", IEEE Transactions on Industry
Applications, Volume: IA-21, Issue: 4, pp. 1009 - 1015, July 1985.
[4] R. Krishnan, F.C. Doran, "Study of Parameter Sensitivity in High
Performance Inverter Fed Induction Motor Drive Systems", IEEE
Transactions on Industry Applications, Volume: IA-23, Issue: 4,
pp. 623 - 635, July 1987.
[5] Luis J. Garces, "Parameter Adaption for the Speed-Controlled Static AC
Drive with a Squirrel-Cage Induction Motor", IEEE Transactions on
Industry Applications Volume: IA-16, Issue: 2, pp. 173 - 178, March
1980.
[6] Takayoshi Matsuo, Thomas A. Lipo, "A Rotor Parameter Identification
Scheme for Vector-Controlled Induction Motor Drives", IEEE
Transactions on Industry Applications Volume: IA-21, Issue: 3,
pp. 624 - 632, May 1985.
[7] R.W.A.A. De Doncker, "Field-oriented controllers with rotor deep bar
compensation circuits (induction machines)", IEEE Transactions on
Industry Applications, Volume: 28, Issue: 5, pp. 1062 - 1071, Sep/Oct
1992.
[8] R.C. Healey, S. Williamson, A.C. Smith, "Improved cage rotor models
for vector controlled induction motors", IEEE Transactions on Industry
Applications, Volume: 31, Issue: 4, pp. 812 - 822, Jul/Aug 1995 .
[9] C. Grantham, D.J. McKinnon, "Rapid parameter determination for
induction motor analysis and control", IEEE Transactions on Industry
Applications, Volume: 39, Issue: 4, pp. 1014 - 1020, July-Aug. 2003.
[10] S.I. Moon, A. Keyhani, "Estimation of induction machine parameters
from standstill time domain data", Conference Record of the 1993 IEEE
Industry Applications Society Annual Meeting, pp. 336 - 342, 2-8 Oct.
1993.
[11] J. R. Willis, G. J. Brock, and J. S. Edmonds, "Derivation of induced
motor models from standstill frequency response tests," IEEE
Transactions on Energy Conversion, vol. 4, no. 4, pp. 608 - 615,
December 1989.
[12] G. Utrata, J. Rolek, A. Kaplon, "The genetic algorithm for an
electromagnetic parameters estimation of an induction motor secondary
multi-loop equivalent circuit," International Review of Electrical
Engineering (IREE), vol. 9, no. 6, pp. 1111 - 1118, November/December
2014.
[13] J. Rolek, G. Utrata, A. Kaplon, "Estimation of electromagnetic
parameters of an induction motor multi-loop equivalent circuit based on
the machine inductance frequency characteristic," in Selected Problems
of Electrical Engineering and Electronics (WZEE), pp. 1 – 6, Kielce,
2015.
[14] T. Lehtla, J. Joller, M. Lehtla, J.Laugis, "Parameter identification and
comparison of an induction motor models", in Power Electronic and
Variable Speed Drives, pp. 201 - 205, 18 - 19 September, 2000.
[15] Standard PN-EN 60034-28: 2013 Rotating Electrical Machines - Part 28:
Test methods for determining quantities of equivalent circuit diagrams
for three-phase low-voltage cage induction motors.
[16] F. Alonge, F. D’Ippolito, G. Ferrante, F.M. Raimondi, "Parameter
Identification of Induction Motor Model Using Genetic Algorithms",
IEE Proceedings – Control Theory and Applications, vol. 145, issue 6,
pp. 587 – 593, November 1998.
[17] E. Rahimpour, V. Rashtchi, M. Pesaran, "Parameter Identification of
Deep-Bar Induction Motors Using Genetic Algorithm", Electrical
Engineering, vol. 89, issue 7, pp. 547 - 552, July 2007.
[18] K. Kampisios, P. Zanchetta, Ch. Gerada, A. Trentin, "Identification of
Induction Machine Electrical Parameters Using Genetic Algorithms
Optimization", IEEE Industry Applications Society Annual Meeting,
pp. 1 - 7, 5-9 Oct. 2008.
[19] J. Maitre, B. Bouchard, A. Bouzouane, S. Gaboury, "9 Parameters
estimation of an extended induction machine model using genetic
algorithms", 9th International Conference on Electrical and Electronics
Engineering (ELECO), pp. 608 - 612, 26-28 Nov. 2015.
[20] IEEE Standard 112™-2004, IEEE Standard Test Procedure for
Polyphase Induction Motors and Generators. 
Web of Science