Intelligent design of induction motors by multiobjective fuzzy genetic algorithm

Journal of Intelligent Manufacturing

Volumn 21, Issue 4, 2010, Pages 393-402

  Çunkaş, Mehmet ^a  

^a SELCUK UNIVERSITY   (Turkey)

Author keywords

Genetic algorithms; Induction motor; Multiobjective fuzzy optimization

Indexed keywords

COMPARISON RESULT; COMPROMISE SOLUTIONS; DESIGN TOOL; FUZZY GENETIC ALGORITHMS; INTELLIGENT DESIGNS; MULTI OBJECTIVE; MULTIOBJECTIVE FUZZY OPTIMIZATION; OPTIMUM DESIGNS; SINGLE-OBJECTIVE GENETIC ALGORITHMS; STEADY STATE CHARACTERISTICS;

DESIGN; INDUCTION MOTORS; MULTIOBJECTIVE OPTIMIZATION;

GENETIC ALGORITHMS;

EID: 77955653520     PISSN: 09565515     EISSN: 15728145     Source Type: Journal    
DOI: 10.1007/s10845-008-0187-0     Document Type: Article

References (27)

1. Bartz-Beielstein, T., Mehnen, J., Naujoks, B., Schmitt, K., & Zibold, D. (2004). KEA-a software package for development, analysis and application of multiple objective evolutionary algorithms. Technical Report, Reihe comput. Intelli. Collaborative Research Center, University of Dortmound.
2. N. Bianchi S. Bolognani 1998 Design optimization of electric motors by genetic algorithm IEE Proceedings Electric Power Applications 145 475 483 10.1049/ip-epa:19982166
3. Bingul, Z., Sekmen, S., Palaniappan, S., & Sabatto, S. (2000). Genetic algorithms applied to real time multiobjective optimization problems. In Proceedings of the IEEE Southeast Congress Conference.
4. Boldea I., Nasar S.A. (2002) The induction machine handbook. CRC press, Boca Raton
5. Chapman S.J. (2002) Electric machinery and power system fundamentals. McGraw-Hill, New York
6. M. Çunkaş R. Akkaya 2006 Design optimization of induction motor by genetic algorithm and comparison with existing motor Mathematical and Computational Applications 11 3 193 203 (Pubitemid 46372352)
7. M. Çunkaş R. Akkaya O. Bilgin 2007 Cost optimization of submersible motors using a genetic algorithm and a finite element method International Journal of Advanced Manufacturing Technology 33 223 232 10.1007/s00170-006-0458-x 10.1007/s00170-006-0458-x (Pubitemid 47202619)
8. J. Faiz M.B.B. Sharifian 2001 Optimal design of three phase induction motors and their comparison with a typical industrial motor International Journal of Computers and Electrical Engineering 27 133 144 10.1016/S0045- 7906(00)00010-0 10.1016/S0045-7906(00)00010-0 (Pubitemid 32160669)
9. J. Faiz M.B.B. Sharifian A. Keyhani A. Proca 2000 Performance comparison of optimally designed induction motors with aluminum and copper squirrel-cages Electric Machinery and Power Systems 28 1195 1207 10.1080/073135600449062 10.1080/073135600449062
10. R. Fci E.F. Fuchs H. Huaugh 1989 Comparison of two optimization techniques as applied to three-phase induction motor design IEEE Transactions on Energy Conversion 4 4 651 659 10.1109/60.41724 10.1109/60.41724 (Pubitemid 20629157)
11. Ö. Göl B. Sobhi-Najafabadi 2005 Use of evolutionary techniques for multi-objective optimisation of electromotion devices Journal of Materials Processing Technology 161 300 304 10.1016/j.jmatprotec.2004.07.040 10.1016/j.jmatprotec.2004.07.040 (Pubitemid 40583997)
12. Hamarat S., Leblebicioǧlu K., Ertan H.B. (1998). Comparison of deterministic and non-deterministic optimization algorithms for design optimization of electrical machines. ICEM, Istanbul, Turkey, pp. 1477-1482.
13. Holland, J. H. (1970). Robust algorithms for adaptation set in a general formal framework, In Proceedings of the IEEE Symposium on Adaptive Processes in Decision and Control (vol. XVII, Sect. 5.1). NY: ACM Press.
14. Hsu, L. Y., Tsai, M. C., & Huang, C. C. (2003). Efficiency optimization of brushless permanent magnet motors using penalty genetic algorithms. IEEE Electric Machines and Drives Conference, IEMDC'03 (vol. 1, pp. 365-369).
15. H.Z. Huang Y.K. Gu X. Du 2006 An interactive fuzzy multi-objective optimization method for engineering design Engineering Applications of Artificial Intelligence 19 451 460 10.1016/j.engappai.2005.12.001 10.1016/j.engappai.2005.12.001 (Pubitemid 43795039)
16. M.K. Kim C.G. Lee H.K. Jung 1998 Multiobjective optimal design of three-phase induction motor using improved evolution strategy IEEE Transactions on Magnetics 34 2980 2983 10.1109/20.717696 10.1109/20.717696
17. G. Liuzzi S. Lucidi F. Parasiliti M. Villani 2003 Multiobjective optimization techniques for the design of induction motors IEEE Transactions on Magnetics 39 1261 1264 10.1109/TMAG.2003.810193 10.1109/TMAG.2003.810193
18. Y. Minghua X. Changwen 1994 Multiobjective fuzzy optimization of structures based on generalized fuzzy decision-making Computers and Structures 53 2 411 417 10.1016/0045-7949(94)90213-5 10.1016/0045-7949(94)90213-5
19. B. Mirzaeian M. Moallem V. Tahani C. Lucas 2002 Multiobjective optimization method based on a genetic algorithm for switched reluctance motor design IEEE Transactions on Magnetics 38 1524 1527 10.1109/20.999126 10.1109/20.999126 (Pubitemid 34631124)
20. P. Pillay R. Nolan T. Hague 1997 Application of Genetic algorithms to motor parameter determination for transient torque calculations IEEE Transactions on Industry Applications 33 5 1273 1282 10.1109/28.633806 10.1109/28.633806
21. Sbalzarini, I. B., Müller, S., & Koutsakos, P. (2000). Multiobjective optimization using evolutionary algorithms, Center for Turbulence Research, Proceedings of Summer Programs (pp. 63-74).
22. C.J. Shih T.K. Lai 1994 Fuzzy weighting optimization with several objective functions in structural design Computers and Strutures 52 5 917 924 10.1016/0045-7949(94)90076-0
23. Sudhoff, S. D., Cale, J., Cassimere, B., & Swinney, M. (2005). Genetic algorithm based design of a permanent magnet synchronous machine. Electric Machines and Drives, IEEE International Conference (pp. 1011-1019).
24. K.C. Tan T.H. Lee D. Khoo E.F. Khoor 2001 A multiobjective evolutionary algorithm toolbox for computer-aided multiobjective optimization IEEE Transactions on Systems, Man, and Cybernetics-Part B. Cybernetics 31 4 537 556 10.1109/3477.938259 (Pubitemid 32780087)
25. A. Trebi-Ollennu B.A. White 1997 Multiobjective fuzzy genetic algorithm optimization approach to nonlinear control system design IEE Proceedings of Control Theory and Applications 144 137 142 10.1049/ip-cta:19971031 10.1049/ip-cta:19971031
26. Veinott C.G. (1959) Theory and design of small induction motors. McGraw-Hill, New York
27. J.P. Wieczorek Ö. Göl Z. Michalewicz 1998 An evolutionary algorithm for the optimal design of induction motors IEEE Transactions on Magnetics 34 6 3882 3887 10.1109/20.728298 10.1109/20.728298