Parameter estimation of an induction machine using advanced particle swarm optimisation algorithms

IET Electric Power Applications

Volumn 4, Issue 9, 2010, Pages 748-760

  Huynh, D C ^a   Dunnigan, M W ^a  

^a HERIOT WATT UNIVERSITY   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ESTIMATED PARAMETER; INDUCTION MACHINES; INERTIA WEIGHT; MAIN PARAMETERS; NEW APPLICATIONS; PARAMETER ESTIMATORS; PARTICLE SWARM OPTIMISATION; PHASE STATORS; PSO ALGORITHMS; RANDOM SEQUENCE; SEARCH CHARACTERISTICS; SOLUTION QUALITY; STANDARD PSO;

CHAOS THEORY; CONVERGENCE OF NUMERICAL METHODS; GENETIC ALGORITHMS; METAL ANALYSIS; OPTIMIZATION; STANDARDS;

PARAMETER ESTIMATION;

EID: 78649379417     PISSN: 17518660     EISSN: 17518679     Source Type: Journal    
DOI: 10.1049/iet-epa.2009.0296     Document Type: Article

References (20)

1. Ayasun, S., and Nwankpa, C.O.: 'Induction motor tests using MATLAB/Simulink and their integration into undergraduate electric machinery courses', IEEE Trans. Educ., 2005, 48, p. 37-460018-9359
2. Huang, K.S., and Wu, Q.H.: 'Effective identification of induction motor parameters based on fewer measurements', IEEE Trans. Energy Convers., 2002, 17, p. 55-600885-8969
3. Bishop, R.R., and Richards, G.G.: 'Identifying induction machine parameters using a genetic optimization algorithm', Proc. IEEE, Southeastcon '90, 1990, p. 476-479
4. Sag, T., and Cunkas, M.: 'Multiobjective genetic estimation to induction motor parameters', Proc. Int. Aegean Conf. Elect. Mach. and Power Electron., ACEMP '07 & Electromotion '07, Bodrum, Turkey, September 10-12 2007, p. 628-631
5. Ursem, R.K., and Vadstrup, P.: 'Parameter identification of induction motors using stochastic optimization algorithms', J. Appl. Soft Comput., 2004, 4, (1), p. 49-64
6. Karimi, A., Choudhry, M.A., and Feliachi, A.: 'PSO-based evolutionary optimization for parameter identification of an induction motor', 39th North American Power Symp., NAPS 2007, 2007, p. 659-664
7. Guangyi, C., Wei, G., and Kaisheng, H.: 'On line parameter identification of an induction motor using improved particle swarm optimization', Proc. 26th Chinese Control Conf., CCC 2007, Zhangjiajie, Hunan, China, July 2007, p. 745-749
8. Picardi, C., and Rogano, N.: 'Parameter identification of induction motor based on particle swarm optimization', Int. Symp. Power Electronic, Electrical Drives, Automation, and Motion, SPEEDAM 2006, 2006, p. 32-37
9. Ratnaweera, A., Halgamuge, S.K., and Watson, H.C.: 'Self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficients', IEEE Trans. Evol. Comput., 2004, 8, p. 240-2551089-778X
10. Alatas, B., Akin, E., and Ozer, A.B.: 'Chaos embedded particle swarm optimization algorithms', J. Chaos, Solitons Fractals, 2009, 40, (4), p. 1715-1734
11. Arumugam, M.S., Chandramohan, A., and Rao, M.V.C.: 'Competitive approaches to PSO algorithms via new acceleration co-efficient variant with mutation operators', Proc. Sixth Int. Conf. Computational Intelligent and Multimedia Application, ICCIMA '05, August 16-18 2005, p. 225-230
12. Liu, B., Wang, L., Jin, Y.H., Tang, F., and Huang, D.X.: 'Improved particle swarm optimization combined with chaos', J. Chaos, Solitons Fractals, 2005, 25, (5), p. 1261-1271
13. Meng, H.J., Zheng, P., Wu, R.Y., Hao, X.J., and Xie, Z.: 'A hybrid particle swarm algorithm with embedded chaotic search', Proc. 2004 IEEE Conf. Cybernate and Intelligent System, Singapore, December 1-3 2004, p. 367-371
14. Feng, Y., Teng, G.F., Wang, A.X., and Yao, Y.M.: 'Chaotic inertia weight in particle swarm optimization', Second Int. Conf. Innovative Computing, Information and Control, ICICIC '07, September 5-7 2007, p. 475-478
15. Feng, Y., Yao, Y.M., and Wang, A.X.: 'Comparing with chaotic inertia weights in particle swarm optimization', Proc. Sixth Int. Conf. Machine Learning and Cybernetics, Hong Kong, August 19-22 2007, p. 329-333
16. Bose, B.K.: 'AC machines for drives', Modern Power Electronics and AC Drives, (Prentice Hall PTR 2002), p. 29-97
17. Proco, A.B., and Keyhani, A.: 'Induction motor parameter identification from operating data electric drive applications', Proc. 18th Digital Avionics System Conf., 1999, October 24-29 1999, p. 1-6
18. Kennedy, J., and Eberhart, R.: 'Particle swarm optimization', Proc. IEEE Int. Conf. Neural Networks, 1995, p. 1942-1948
19. Bergh, F.V.D.: 'An analysis of particle swarm optimizers', 2001, PhD, Pretoria University, South Africa
20. Shi, Y., and Eberhart, R.: 'A modified particle swarm optimizer', Proc. IEEE Int. Conf. Evolution Computation, Piscataway, New Jersey, May 4-9 1998, p. 69-73