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Journal of Zhejiang University SCIENCE A 2003 Vol.4 No.3 P.270-275

http://doi.org/10.1631/jzus.2003.0270


Application of stochastic method to optimum design of energy-efficient induction motors with a target of LCC


Author(s):  FANG You-tong, FAN Cheng-zhi, YE Yun-yue, CHEN Yong-xiao

Affiliation(s):  College of Electrical Engineering, Zhejiang University, Hangzhou 310027, China

Corresponding email(s):   youtong@zju.edu.cn

Key Words:  Induction motor, Global optimization, Life-cycle cost, Energy-efficient, Genetic algorithm, TABU algorithm


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FANG You-tong, FAN Cheng-zhi, YE Yun-yue, CHEN Yong-xiao. Application of stochastic method to optimum design of energy-efficient induction motors with a target of LCC[J]. Journal of Zhejiang University Science A, 2003, 4(3): 270-275.

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Abstract: 
For an energy-efficient induction machine, the life-cycle cost (LCC) usually is the most important index to the consumer. With this target, the optimization design of a motor is a complex nonlinear problem with constraints. To solve the problem, the authors introduce a united random algorithm. At first, the problem is divided into two parts, the optimal rotor slots and the optimization of other dimensions. Before optimizing the rotor slots with genetic algorithm (GA), the second part is solved with TABU algorithm to simplify the problem. The numerical results showed that this method is better than the method using a traditional algorithm.

Darkslateblue:Affiliate; Royal Blue:Author; Turquoise:Article

Reference

[1]Bland, J.A. and Dawson, G.P., 1991. Tabu search and design optimization. Computer Aided Design, 23(3):195-201.

[2]Cheng, F.X. and Lin, J.M., 1993. Modern Design of Electrical Machines. Machine Building Press, Beijing (in Chinese).

[3]Glover, F., 1989. Tabu search. ORSA J. Comput., 1(3):190-206.

[4]Goldberg, D., 1988. Genetic Algorithms in Search, Optimization and Machine Learning. Addison-Wesley Publishing Company, USA.

[5]Hamer, P.S., Lowe, D.M. and Wallace, S.E., 1997. Energy-efficient induction motors performance characteristics and life-cycle cost comparisons for centrifugal loads. IEEE Trans. on IA., 33(5): 1312-1320.

[6]Hu, N.F., 1990. Tabu search with random moves for globally optimal design. Int. Journal Numer. Method Engineering, 35: 1055-1070.

[7]Liu, Y., Kang, L.S. and Chen, Y.P., 1995. The Parallel Algorithms for Nonnumerical Calculation (Vol.2) -Genetic Algorithm. Science Press, Beijing (in Chinese).

[8]Ma, J.S., Liu, G.H. and Jia, Y.L., 1998. The big mutation: an operation to improve the performance of genetic algorithm. Control Theory and Applications, 15(3):404-407 (in Chinese).

[9]Madescu, G., Boldea, I. and Miller, T. J. E., 1998. The Optimal lamination approach to induction machine design global optimization. IEEE Trans. on IA., 34(3): 422-428.

[10]NEMA, 1993. Motors and Generators, No. MG 1. NEMA Standards Publ., Washington DC.

[11]Yang, S.Y., Ni, G.Z. and Qian, J.G., 1998. Improved TABU search algorithm for numerical calculation of electromagnetic inverse problem of electrical machines. Proceedings of the CSEE, 18(2):83-86 (in Chinese).

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