Browse > Article
http://dx.doi.org/10.5370/JEET.2008.3.2.218

Multi-Objective Optimal Design of a Single Phase AC Solenoid Actuator Used for Maximum Holding Force and Minimum Eddy Current Loss  

Yoon, Hee-Sung (Dept. of ECE, Graduate School, Chungbuk National University)
Eum, Young-Hwan (Dept. of ECE, Graduate School, Chungbuk National University)
Zhang, Yanli (School of EE, Shenyang University of Technology)
Koh, Chang-Seop (School of ECE, Chungbuk National University)
Publication Information
Journal of Electrical Engineering and Technology / v.3, no.2, 2008 , pp. 218-223 More about this Journal
Abstract
A new Pareto-optimal design algorithm, requiring least computational work, is proposed for a single phase AC solenoid actuator with multi-design-objectives: maximizing holding force and minimizing eddy current loss simultaneously. In the algorithm, the design space is successively reduced by a suitable factor, as iteration repeats, with the center of pseudo-optimal point. At each iteration, the objective functions are approximated to a simple second-order response surface with the CCD sampling points generated within the reduced design space, and Pareto-optimal solutions are obtained by applying($1+{\lambda}$) evolution strategy with the fitness values of Pareto strength.
Keywords
Adaptive Response Surface Method; AC Solenoid Actuator; Multi-objective Optimal Design; Pareto-optimal Solution;
Citations & Related Records
연도 인용수 순위
  • Reference
1 S. Yoon, J. Her, Y. Chun, and D. Hyun, "Shape optimization of solenoid actuator using the finite element method and numerical optimization technique," IEEE Trans. on Magn., vol. 33, no. 5, pp. 4140-4142, 1997   DOI   ScienceOn
2 R. H. Myers and D. C. Montgomery, Response Surface Methodology, John Wiley & Sons, Inc., 2002, pp. 85-134
3 I. F. Sbalzarini, S. Muller, and P. Koumoutsakos, "Multi-objective optimization using evolutionary algorithms," Center for Turbulance Research, Proceedings of the Summer Program, 2000, pp. 63-73
4 K. Deb, Multi-objective optimization using evolutionary algorithms, John Wiley & Sons, Inc., 2004, pp. 261-269
5 D. Han and A. Chatterjee, "Adaptive response surface modeling-based method for analog circuit sizing," Proceedings of IEEE International SOC Conference, 2004, pp. 109-112
6 H. C. Roters, Electromagnetic devices, John Wiley & Sons, Inc., 1941, pp. 463-480
7 T. Nakata, et al., Design and application of AC/DC electromagnets using FEM, Morikita Publishing Co., ISBN 4-627-74150-2, 1991, pp. 104-135
8 Z. B. He, "Optimal design of the magnetic field of a high-speed response solenoid valve," Journal of Materials Processing Technology, Elsevier, vol. 129, pp. 555-558, 2002   DOI   ScienceOn