전기학회논문지 (The Transactions of The Korean Institute of Electrical Engineers)

  • 제65권6호
  • /
  • Pages.1045-1051
  • /
  • 2016
  • /
  • 1975-8359(pISSN)
  • /
  • 2287-4364(eISSN)
대한전기학회 (The Korean Institute of Electrical Engineers)
권호 표지
DOI QR코드

DOI QR Code

박테리아 생존전략기반 최적화 기법을 이용한 자기부상 이송장치의 전자석 설계

Design of the Electromagnet of Maglev using Optimization Algorithm Based on Bacterial Survival Strategies

  • Cho, Jae-Hoon (Smart Logistics Technology Institute, Hankyong National University) ;
  • Kim, Young-Tae (Dept. of Electrical, Electronics and Control Engineering, Hankyong National University)
  • 투고 : 2016.01.16
  • 심사 : 2016.05.22
  • 발행 : 2016.06.01
PDF 다운로드
⟨ 이전 논문 다음 논문 ⟩

초록

This paper introduces a new optimal design method using a bacterial survival strategies for a ectromagnet of Maglev transportation vehicle. Usually, an electromagnetic suspension which has more advantages than electro dynamic suspension is used in Maglev systems. However, the structural constraints must be considered in the optimal design of an electromagnet for electromagnetic suspend system. In this paper, the optimal design method of a electromagnet based on a bacterial survival strategies optimization algorithm to design the electromagnet satisfying the structural constraints. The effectiveness of the proposed method was verified by Matlab simulations and the simulation results show that the proposed method is more efficient than conventional methods.

키워드

참고문헌

  1. G. B Cho, H. L Baek, G. K Oh, Y. D Kim, H. J Kim, "Design of Magnetically Levitation Electromagnet Conveying Non-contact Steel Plate", Proceedings of the KIEE autumn annual conference 1995, pp. 107-109, 1995.
  2. S-H Lee, I-S Sin, Y-H Cho, "Magnetic Force Characteristics Analysis of Magnet for Magnetic Levitation Conveyor," Proceedings of the KIEE autumn annual conference 2008, pp. 99-101, 2008.
  3. C-H Kim, et al., "Levitation and thrust control of a Maglev LCD glass conveyor", IECON 2011, pp. 610-615, 2011.
  4. H-W Cho, C-H Kim, J-M Lee, Hyung-Suk HanAnalysis on the Levitation Force Characteristics of Longitudinal Flux Type Levitation Magnet using Equivalent magnetic Circuit model,The transaction of the KIEE, Vol. 60, No. 11, pp. 2236-2245, 2011.
  5. Tzeng YK, Wang T, "Optimal design of the electromagnetic levitation with permanent and electro magnets. IEEE Trans Magn", Vol. 30, pp. 4731-4733, 1994. https://doi.org/10.1109/20.334204
  6. H-W Lim, G-S Cha, "Optimal Design of a Levitation Magnet for an OLED System by using Evolution Strategy" The transaction of the KIEE B, Vol. 55B, No. 11, pp. 541-546, 2006.
  7. G-S Cha, H-W Lim, "Design of a levitation magnet with large flux leakage by using evolution strategy", Proceedings of the KIEE spring annual conference 2006, pp. 106-108, 2006.
  8. Passino, K. M., Biomimicry of Bacterial foraging for distributed optimization, University Press, Princeton, New Jersey, 2001.
  9. Song, Young-Won, Kyebyung Lee, and Chang-Hyun Park. "Optimal Placement of Distributed Generation Units Considering Voltage Sags." The Transactions of KIEE Vol. 62, No. 11, pp. 1505-1510, 2013.
  10. W-K Kim, S-K Oh, H-K Kim, "A Study on Feature Selection in Face Image Using Principal Component Analysis and Particle Swarm Optimization Algorithm", The Transacition of KIEE, Vol. 58, No. 12, pp. 2511-2519, 2009.
  11. Cho, Jae-Hoon, and Yong-Tae Kim. "Optimal design of electromagnet for Maglev vehicles using hybrid optimization algorithm." Soft Computing, Vol. 19, No. 4, 901-907, 2015. https://doi.org/10.1007/s00500-014-1417-3
  12. Cho, Jae-Hoon, Lee, Dae-Jong, Chun, Myung-Geun, "Parameter Optimization of Extreme Learning Machine Using Bacterial Foraging Algorithm", Journal of KIIS, Vol. 60, No. 2, pp. 398-406, 2007.
  13. H.J. Bremermann, "chemotaxis and optimization," J. Franklin Inst., Vol. 297, pp. 397-404, 1974. https://doi.org/10.1016/0016-0032(74)90041-6
  14. CHO, Jae Hoon, et al. "Bacterial foraging with quorum sensing based optimization algorithm". IEEE International Conference on. FUZZ-IEEE 2009, pp. 29-34,2009.
  15. Jae-Hoon Cho, Yong-Tae Kim, "Design of PID Controller for Magnetic Levitation RGV Using Genetic Algorithm Based on Clonal Selection",Korean Institute of Intelligent Systems, Vol. 22, No. 2, pp. 239-245, 2012. https://doi.org/10.5391/JKIIS.2012.22.2.239