Transactions of the Korean Society of Mechanical Engineers A (대한기계학회논문집A)

The Korean Society of Mechanical Engineers (대한기계학회)
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Multi-objective Optimization in Discrete Design Space using the Design of Experiment and the Mathematical Programming

실험계획법과 수리적방법을 이용한 이산설계 공간에서의 다목적 최적설계

  • 이동우 (동아대학교 대학원 기계공학과) ;
  • 백석흠 (동아대학교 대학원 기계공학과) ;
  • 이경영 (삼척대학교 기계정밀자동차공학부) ;
  • 조석수 (삼척대학교 기계정밀자동차공학부) ;
  • 주원식 (동아대학교 기계산업시스템공학부)
  • Published : 2002.10.01
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Abstract

A recent research and development has the requirement for the optimization to shorten design time of modified or new product model and to obtain more precise engineering solution. General optimization problem must consider many conflicted objective functions simultaneously. Multi-objective optimization treats the multiple objective functions and constraints with design change. But, real engineering problem doesn't describe accurate constraint and objective function owing to the limit of representation. Therefore this study applies variance analysis on the basis of structure analysis and DOE to the vertical roller mill fur portland cement and proposed statistical design model to evaluate the effect of structural modification with design change by performing practical multi-objective optimization considering mass, stress and deflection.

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References

  1. Fermer, M., Svensson, H., 2001, 'Industrial Experiences of FE-based Fatigue Life Predictions of Welded Automotive Structures,' Fatigue Fraet Engng Mater Struet 24, pp. 489 - 500 https://doi.org/10.1046/j.1460-2695.2001.00409.x
  2. Stadler, W., 1984, 'Multicriteria Optimization in Mechanics,' Com. Methods in App. Meeh. and Eng., Vol. 37, pp. 217-286
  3. Lee, Jun Bae and Lee, Byung Chai, 1993, 'Multi-objective Optimization of Fuzzy System Using Membership Function Defined by Normed Method,' Transaction of the KSME, A, Vol. 17, No.8, pp. 1898- 1909
  4. Lee, S. O., Sub, Y. S., Yang, Y. S., 1999, 'Structure Reliability Engineering,' Seoul Natil. Univ. Press
  5. Rao, C. R., 1947, 'Factorial Experiments Derivable from Combinatorial Arrangements of Arrays,' Journal of Royal Statistical Society Series, B, Vol. 9, pp. 128-139 https://doi.org/10.2307/2983576
  6. Yi, J. W., Park, J. S., Lee, K. H. and Park, K. J., 2001, 'Development of an Optimization Algorithm Using Orthogonal Array in Discrete Design Space,' Transaction of the KSME, A, Vol. 25, No. 10, pp. 1621-1626
  7. Chen, W., Allen, J. K., Mavris, D. N. and Mistree, F., 1996, 'A Concept Exploration Method for Determining Robust Top-Level Specifications,' Engineering Optimization, Vol. 26, pp. 137 - 158 https://doi.org/10.1080/03052159608941114
  8. Chen, W., Allen, J. K., Tsui, K. L. and Mistree, F., 1996, 'A Procedure for Robust Design Minimizing Variations Caused by Noise Factors and Control Factors,' Journal of Mechanical Design, Vol. 118, pp. 478-485 https://doi.org/10.1115/1.2826915
  9. Nagagili, S., Hisada, T., 'An Introductin of Stochastic Finite Element Method, Baepungkwan press
  10. Qiang, YU, Hideoki Y., Takeshi, Y., Masaki, S. and Keiichi, M., 2000,' Multi Objective Optimization of Reinforced Members for Crash Safety Design of Automobiles,' JSME, A, Vol. 66, No. 641, pp. 1-6
  11. Phadke, M. S., 1989, 'Quality Engineering using Robust Design,' Prentice-Hall
  12. Taguchi, G., Crowdhury, S., 1999, 'Robust Engineering : Learn How to Boost Quality While Reducing Cost & Time to Market,' McGraw-Hill
  13. Baek, S. H., Lee, K. Y., Hong, S. R., Cho, S. S. and Joo, W. S., 2001, 'A Study on Multi-objective Optimization of Vertical Roller Mill using Statistical Evaluation System,' 11th Korea ANSYS User's Conference
  14. Takayoshi, K., Masaki, S., Qiang, YU and Isao, K., 1996, 'Structural Optimization using the Design of Experiments and Mathematical Programming,' JSME, A, Vol. 62, No. 601, pp. 218-223 https://doi.org/10.1299/kikaib.62.218
  15. Park, Sung Ryun, 1995, ' 'Modem Design of Experiments,' Minyoungsa press
  16. Masahide, M., Jumpei, A. and Masataka, Y., 1990,' A Multilevel Structural Optimization Strategy based on the Priority Order of the Design Objectives,' JSME, A, Vol. 56, No. 531, pp. 155-163 https://doi.org/10.1299/kikaia.56.2359
  17. Lee, Koung Young, Baek, Seok Reum, Hong, Soon Hyeok, Cho, Seok Swoo and Joo, Won Sik, 2001, 'A Study on Fracture Mechanism of Table Liner for Vertical Roller Mill using FEM and Fatigue Analysis,' Proceeding of The KSAE Autumn Annual Meeting, pp. 964-971
  18. 2000, 'MINITAB User's Guide # 2 : Data Analysis and Quality Tool,' Minitab Inc
  19. Sen, P., Shi, W. B. and Caldwell, J. B., 1989, 'Efficient Design of Panel Structures by a General Multiple Criteria Utility,' Engineering Optimization, Vol. 14, pp. 287-310 https://doi.org/10.1080/03052158908941216
  20. Brian S, T., 1998, 'Creative Engineering Design, Fourth Edition,' Okemos Press

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