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

  • 제62권2호
  • /
  • Pages.177-183
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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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크리깅 메타모델과 유전자 알고리즘을 이용한 초고압 가스차단기의 형상 최적 설계

Shape Optimization of High Voltage Gas Circuit Breaker Using Kriging-Based Model And Genetic Algorithm

  • 곽창섭 (한국전기연구원 전력기기연구센터) ;
  • 김홍규 (한국전기연구원 전력기기연구센터) ;
  • 차정원 (창원대학교 컴퓨터공학과)
  • 투고 : 2012.10.31
  • 심사 : 2013.01.10
  • 발행 : 2013.02.01
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초록

We describe a new method for selecting design variables for shape optimization of high-voltage gas circuit breaker using a Kriging meta-model and a genetic algorithm. Firstly we sample balance design variables using the Latin Hypercube Sampling. Secondly, we build meta-model using the Kriging. Thirdly, we search the optimal design variables using a genetic algorithm. To obtain the more exact design variable, we adopt the boundary shifting method. With the proposed optimization frame, we can get the improved interruption design and reduce the design time by 80%. We applied the proposed method to the optimization of multivariate optimization problems as well as shape optimization of a high - voltage gas circuit breaker.

키워드

참고문헌

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