한국정밀공학회지 (Journal of the Korean Society for Precision Engineering)

  • 제23권8호
  • /
  • Pages.119-126
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  • 2006
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  • 1225-9071(pISSN)
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  • 2287-8769(eISSN)
한국정밀공학회 (Korean Society for Precision Engineering)
권호 표지

직교배열표와 크리깅모델을 이용한 게이트밸브의 최적설계

Optimization of a Gate Valve using Orthogonal Array and Kriging Model

  • 강진 (동아대학교 대학원 기계공학과) ;
  • 이종문 (동아대학교 대학원 기계공학과) ;
  • 강정호 (동아대학교 기계공학과) ;
  • 박희천 ((주)KSP) ;
  • 박영철 (동아대학교 기계공학과)
  • 발행 : 2006.08.01
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초록

Kriging model is widely used as design DACE(analysis and computer experiments) model in the field of engineering design to accomplish computationally feasible design optimization. In this paper, the optimization of gate valve was performed using Kriging based approximation model. The DACE modeling, known as the one of Kriging interpolation, is introduced to obtain the surrogate approximation model of the function. In addition, we describe the definition, the prediction function and the algorithm of Kriging method and examine the accuracy of Kriging by using validation method.

키워드

참고문헌

  1. Park, S. H., 'Modern Design of Experiments,' Minyoung-sa, pp. 377-435, 2004
  2. Park, S. H., 'Application Design of Experiments,' Youngji-sa, pp. 233-235, 1990
  3. Vi, J. W., Park, J. S., Lee, K. H. and Park, G. J., 'Development of an Optimization Algorithm Using Orthogonal Arrays in Discrete Space,' Journal of KSME, Vol. 25, No. 10, pp. 1621-1626, 2001
  4. Sacks, J., Welch, W. J., Mitchell, T. J. and Wynn, H. P., 'Design and Analysis of Computer Experiments,' Statistical Science, Vol. 4, No. 4, pp. 409-435, 1989 https://doi.org/10.1214/ss/1177012413
  5. Baek, S. H., Cho, S. S., Kim, H. S. and Joo, W. S., 'Trade-off Analysis in Multi-objective Optimization Using Chebyshev Orthogonal Polynomials,' Journal of Mechanical Science and ？Technology, Vol. 20, No. 3, pp. 366-375, 2006. https://doi.org/10.1007/BF02917519
  6. Lee, K. H., 'Optimization of a Driver-Side Airbag Using Kriging Based Approximation Model,' Journal of Mechanical Science and Technology, Vol. 19, No. 1, pp. 116-126, 2005 https://doi.org/10.1007/BF02916110
  7. Guinta, A. and Watson, L., 'A Comparison of Approximation Modeling Techniques: Polynomial Versus Interpolation Models,' Proceedings of the 7th AIAA/USAF/NASA/ISSMO Symposium on Multidisciplinary Analysis and Optimization, St. Louis, MO, AIAA, Vol. 2, No. 2-4, pp. 392-440, 1998
  8. Ryu, J. S., Kim, M. S., Cha, K. J., Lee, T. H. and Choi, D. H., 'Kriging Interpolation Methods in Geostatistics and DACE Model,' KSME International Journal, Vol. 16, No. 5, pp. 619-632, 2002
  9. Martin, J. and Simpson, T., 'Use of Adaptive Metamodeling for Design Optimization,' Proceedings of the 9th AIAA/ISSMO Symposium on Multidisciplinary Analysis and Optimization, Atlanta, Georgia, AIAA, pp. 2167-2175, 2002
  10. Kang, J. H., Kang, J. and Park, Y. C., 'Optimization of a Gate Valve using Design of Experiments and the Kriging Based Approximation Model,' Journal of Korean Society of Machine Tool Engineering, Vol. 14, No.6, pp. 125-131, 2005
  11. Choi, J. S. and Park, Y. C., 'A Study on the Optimization of a Devided Ball Valve using Characteristic Function,' Journal of Korean Society of Precision Engineering, Vol. 22, No. 8, pp. 108-117, 2005
  12. Bae, I. H., Lee, D. H. and Park, Y. C., 'Mutli-objective Optimization of Butterfly Valve using the Coupled-Field Analysis and the Statistical Method,' Journal of Korean Society of Precision Engineering, Vol. 21, No. 9, pp. 127-134, 2005
  13. Guinta, A. and Watson, L., 'A Comparison of Approximation Modeling Techniques: Polynomial Versus Interpolating Models,' Proceedings of the 7th AIAAlUSAFINASAI ISSMO Symposium on ？Multidisciplinary Analysis and Optimization, St. Louis, MO, AIAA, Vol. 2, pp. 392-440, 1998
  14. Simpson, T., Korte, J., Mauery, T. and Mistree, F., 'Comparison of Response Surface and Kriging Models for Multidisciplinary Design Optimization,' Proceedings of the 7th AIAAIUSAFINASA/ISSMO Symposium on Multidisciplinary Analysis and Optimization, St. Louis, MO, AIAA, Vol. 2, pp. 381-391, 1998
  15. Martin, J. and Simpson, T., 'Use of Adaptive Metamodeling for Design Optimization,' Proceedings of the 9th AIAA/ISSMO Symposium on Multidisciplinary Analysis and Optimization, Atlanta, Georgia, AIAA, pp. 2167-2175, 2002