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

  • 제62권1호
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  • Pages.49-56
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  • 2013
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  • 1975-8359(pISSN)
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  • 2287-4364(eISSN)
대한전기학회 (The Korean Institute of Electrical Engineers)
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설계 민감도와 신뢰도 분석에 근거한 전자기기의 다목적 최적화

Multi-Objective Optimization of Electromagnetic Device Based on Design Sensitivity Analysis and Reliability Analysis

  • 렌지얀 (충북대학교 전자정보대학 전기공학과) ;
  • 장전해 (충북대학교 전자정보대학 전기공학과) ;
  • 박찬혁 (충북대학교 전자정보대학 전기공학과) ;
  • 고창섭 (충북대학교 전자정보대학 전기공학과)
  • Ren, Ziyan (College of Electrical and Computer Engineering, Chungbuk National University) ;
  • Zhang, Dianhai (College of Electrical and Computer Engineering, Chungbuk National University) ;
  • Park, Chanhyuk (College of Electrical and Computer Engineering, Chungbuk National University) ;
  • Koh, Chang Seop (College of Electrical and Computer Engineering, Chungbuk National University)
  • 투고 : 2012.09.05
  • 심사 : 2012.12.21
  • 발행 : 2013.01.01
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초록

In this paper, for constrained optimization problem, one multi-objective optimization algorithm that ensures both performance robustness and constraint feasibility is proposed when uncertainties are involved in design variables. In the proposed algorithm, the gradient index of objective function assisted by design sensitivity with the help of finite element method is applied to evaluate robustness; the reliability calculated by the sensitivity-assisted Monte Carlo simulation method is used to assess the feasibility of constraint function. As a demonstration, the performance and numerical efficiency of the proposed method is investigated through application to the optimal design of TEAM problem 22--a superconducting magnetic energy storage system.

키워드

참고문헌

  1. Z. Y. Ren, M. T. Pham, M. H. Song, D. H. Kim, and C. S. Koh, "A robust global optimization algorithm of electromagnetic devices utilizing gradient index and multi-objective optimization method," IEEE Trans. Magn., vol.47, no.5, pp.1254-1257, May 2011. https://doi.org/10.1109/TMAG.2010.2080664
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