Optimal PWM for minimization of total harmonic current distortion in high-power induction motors using genetic algorithms

2006 SICE-ICASE International Joint Conference

Volumn , Issue , 2006, Pages 5494-5499

  Sayyah, Arash ^a   Aflaki, Mitra ^b   Rezazade, Ali Reza ^a  

^a SHAHID BEHESHTI UNIVERSITY   (Iran)

^b SHARIF UNIVERSITY OF TECHNOLOGY   (Iran)

Author keywords

Genetic algorithm (GA); Induction motor (IM); Optimization; Pulsewidth modulation (PWM); Total harmonic current distortion (THCD)

Indexed keywords

CURRENT DISTORTION; OPTIMIZATION PROBLEMS; SPACE VECTOR PULSEWIDTH MODULATION (SVPWM); TOTAL HARMONIC CURRENT DISTORTION (THCD);

ELECTRIC INVERTERS; ELECTRIC LOSSES; GENETIC ALGORITHMS; LEAKAGE CURRENTS; OPTIMIZATION; PROBABILITY; PULSE WIDTH MODULATION;

INDUCTION MOTORS;

EID: 34250724926     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SICE.2006.315685     Document Type: Conference Paper

References (22)

1. G. S. Buja and M. P. Kazmierkowski, "Direct Torque Control of PWM Inverter-Fed AC Motors-A Survey, "IEEE Transactions on Industrial Electronics, Vol. 51, No. 4, August 2004.
2. N. Mohan, T. M. Undeland, and W. P. Robbins, Power Electronics: Converters, Applications, and Design. 2nd ed. New York: Wiley, 1995.
3. J. N. Chiasson, L. M. Tolbert, K. McKenzie, and Z. Du,"Eliminating Harmonics in a Multilevel Converter using Resultant Theory,"IEEE Power Electronics Specialists Conference, June 23-27, 2002, Cairns, Australia, pp. 503-508.
4. P. N. Enjeti, P. D. Ziogas, and J. F. Lindsay,"Programmed PWM techniques to eliminate harmonics: a critical evaluation," IEEE Transactions on Industry Applications, Vol. 26, pp. 302-316, March/April 1990.
5. H. S. Patel and R. G. Hoft,"Generalized harmonic elimination and voltage control in thryristor inverters: part I-harmonic elimination," IEEE Transactions on Industry Applications, Vol. 9, pp. 310-317, May/June 1973.
6. J. Sun and I. Grotstollen, Pulsewidth modulation based on real-time solution of algebraic harmonic elimination equations," Proc. 20th Int.Conf. Ind. Electron., Contr. Instrum. IECON, Vol. 1, pp. 79-84, 1994.
7. H. S. Patel and R. G. Hoft,"Generalized harmonic elimination and voltage control in thryristor inverters: part II-voltage control technique" IEEE Transactions on Industry Applications, Vol. 10, pp. 666-673, September/October 1974.
8. A. Sayyah, M. Aflaki, A. R. Rezazade,"Optimization of THD and Suppressing Certain Order Harmonics in PWM inverters using Genetic Algorithms," to appear Proc. IEEE International Symposium on Intelligent Control, October 4-6, 2006.
9. J. N. Chiasson, L. M. Tolbert, K. McKenzie, and Z. Du,"A complete solution to the harmonic elimination problem," IEEE Transactions on Power Electronics, Vol. 19, No. 2, March 2004.
10. B. K. Bose, Power electronics and ac drives, Prentice-Hall, 1986.
11. J. Sun, Optimal Pulsewidth modulation Techniques for High-Power Voltage-Source Inverters, VDI VERLAG, 1995.
12. J. M. D. Murphy, F. G. Turnbull, Power Electronic Control of AC Motors, Pergamon Press, 1988.
13. D. E. Goldberg, Genetic Algorithms in Search, Optimization and Machine Learning, Reading, MA; Addison-Wesley, 1989.
14. Z. Michalewicz, Genetic Algorithms + Data Structures = Evolution Programs, 3rd ed. New York: Springer-Verlag, 1996.
15. D. B. Fogel, Evolutionary Computation: Toward a New Philosophy of Machine Intelligence, Piscataway, NJ: IEEE Press, 1995.
16. L. Davis, Ed., Handbook of Genetic Algorithms, New York: Van Nostrand Reinhold, 1991.
17. T. Bäck, Evolutionary Algorithms in Theory and Practice, New York: Oxford Univ. Press, 1996.
18. Á. E. Eiben, R. Hinterding, and Z. Michalewicz." Parameter Control in Evolutionary Algorithms," IEEE Transactions on Evolutionary Computation, Vol. 3, No. 2, JULY 1999.
19. K. Deb, Multi-Objective Optimization using Evolutionary Algorithms, John Wiley & Sons, Chichester, England, 2001.
20. W. Leonhard, Control of Electrical Drives, Springer-Verlag, 1985.
21. T. C. Fogarty, "Varying the probability of mutation in the genetic algorithm," in Proc. 3rd Int. Conf. on Genetic Algorithms, San Mateo, CA: Morgan Kaufmann, 1989, pp. 104-109.
22. T. Bäck,"Optimal mutation rates in genetic search," in Proc. 5th Int. Conf. on Genetic Algorithms, S. Forrest, Ed. San Mateo, CA: Morgan Kaufmann, 1993, pp. 2-8.