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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 대한전기학회 Journal of Electrical Engineering & Technology Journal of Electrical Engineering & Technology Vol.9 No.3
- 발행연도
- 2014.5
- 수록면
- 859 - 865 (7page)
이용수
초록· 키워드
오류제보하기
Optimization of an electric machine is mainly a nonlinear multi-modal problem. For the optimization of the multi-modal problem, many function calls are required with much consumption of time. To address this problem, this paper proposes a novel hybrid algorithm in which function calls are less than conventional methods. Specifically, the proposed method uses the kriging metamodel and the fill-blank technique to find an approximated solution in a whole problem region. To increase the convergence speed in local peaks, a parallel gradient assisted simplex method is proposed and combined with the kriging meta-model. The correctness and usefulness of the proposed hybrid algorithm is verified through a mathematical test function and applied into the practical optimization as the cogging torque minimization for an interior permanent magnet synchronous machine.
목차
Abstract
1. Introduction
2. The Proposed Algorithm, KSM
3. Verification of the KSM
4. Conclusion
References
참고문헌 (30)
참고문헌 신청
1. [학술지(정기간행물)] - J. S. Rho / 2007 / Optimal design of ultrasonic motor using evolution strategy and finite element method / International Journal of Applied Electromagnetics and Mechanics 25 (1) : 699 ~ 704
2. [학술지(정기간행물)] - J. S. Rho / 2008 / Analysis of a nanopositioning actuator using numerical and analytic methods / SmartMaterials & Structures 17 (2)
3. [학술지(정기간행물)] - D. K. Woo / 2011 / A novel multimodal optimization algorithm applied to electromagnetic optimization / Magnetics, IEEE Transactions on 47 (6) : 1667 ~ 1673
4. [학술지(정기간행물)] - D. Wang / 2012 / Integrated optimization of two design techniques for cogging torque reduction combined with analytical method by a simple gradient descent method / Magnetics, IEEE Transactions on 48 (8) : 2265 ~ 2276
5. [학술대회논문] - D. Lee / 2012 / Optimal design of interior PM synchronous machines using randomly guided mesh adaptive direct search algorithm / Sixth International Conference on Electromagnetic Field Problems and Applications (ICEF)
2. [학술지(정기간행물)] - J. S. Rho / 2008 / Analysis of a nanopositioning actuator using numerical and analytic methods / SmartMaterials & Structures 17 (2)
3. [학술지(정기간행물)] - D. K. Woo / 2011 / A novel multimodal optimization algorithm applied to electromagnetic optimization / Magnetics, IEEE Transactions on 47 (6) : 1667 ~ 1673
4. [학술지(정기간행물)] - D. Wang / 2012 / Integrated optimization of two design techniques for cogging torque reduction combined with analytical method by a simple gradient descent method / Magnetics, IEEE Transactions on 48 (8) : 2265 ~ 2276
5. [학술대회논문] - D. Lee / 2012 / Optimal design of interior PM synchronous machines using randomly guided mesh adaptive direct search algorithm / Sixth International Conference on Electromagnetic Field Problems and Applications (ICEF)
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UCI(KEPA) : I410-ECN-0101-2015-500-001462573