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강건설계에서 크리깅기법을 적응한 저소음 흡기계 설계
The kriging method with robust design for low noise intake system

차경준   (한양대학교 수학과UU0001519  ); 박영선   (한양대학교 수학과UU0001519  ); 류제선   (한양대학교 수학과UU0001519  ); 진정언   (한양대학교 수학과UU0001519  );
  • 초록

    We propose an optimal design to improve the muffler's capacity by reducing the noise of the intake system by adapting kriging method with the robust design. For the first stage of a design, the length and radius of each component of the current muffler system are selected as control factors. Then, the $L_18$ table of orthogonal arrays is adapted to extract the effective main factors. As the second stage, the $L_18$ table of orthogonal arrays using kriging method is adapted to take the significant factors into consideration. As an optimal design, the $L_18$ table of orthogonal arrays with main effects is proposed and the kriging method is adapted for more efficient design. The kriging method improves the performance of intake system.


  • 주제어

    kriging .   robust design .   Taguchi method.  

  • 참고문헌 (26)

    1. Chung, H.S. and Alons, J.J., 2000, Comparison of approximation models with merit functions for design optimization , American Institute of Aeronautics and Astronautics, 8th AIAA/USAF/NASA/ISSMO Symposium on Multidisciplinary Analysis and Optimization September 6-8, 2000/ Long Beach, CA, AIAA-2000-4754, PP.381-391 
    2. Krige, D.G., 1951, A statistical approach to some basic mine valuation problems on the Witwatersrand , Journal of the chemical, metallurgical and mining society of South Africa, Vol.52, PP.119-139 
    3. Mason, R.L., Gunst, R.F., and Hess, J.L., 1989, Statistical Desisn and Analysis of Experiments, WiIey&Sons, New York 
    4. Oh, J.E., Han, K.H., and Son, D.Y., 1996, 'The Design Technique for Low-Noise Intake System of Vehicle', Proc. of Autumn Conference, Korean Society of Automotive Engineerihg, pp. 317-322(in Korea) 
    5. Craggs, A., 1976, 'A Finite Element Approach for Damped Acoustic Systems : An Application to Evaluate the Performance of Reactive Mufflers', Journal of Sound and Vibration, Vo1.48, PP.377-392 
    6. Mishima, Nozomu, Ishii, Kosuke, and Mori, Kazuo, 1998, 'Robustness Estimation for Machine Tool Designs Using Taguchi Method', SOURCE Journal of the Japan Society for Precision Engineering, Vol.64, pp. 1502-1506 
    7. Taguchi, G., 1991c, Case Studies of Quality Engineering-America and Europe, Korea Standard Association, Translated to Korean 
    8. Box, G.E.P., Hunter, W.G., and Hunter., J.S., 1978, Statistics for Experiments, Wiley&Sons, New York 
    9. Oh, J.E., Han, K.H., and Lee., J.C., 1995, 'Analysis and Advance for Performance of the Muffler of a Passenger Car', Proc. of Spring Conference, pp.726-732(in Korea) 
    10. Wang, H.T., Liu, Z.J., Chen, S.X., Yang, J.P., 1999, 'Application of Taguchi Method to Robust Design of BLDC Motor Performance', SOURCE IEEE Transactions on Magnetfcs, Vol.35 No.5, pp.3700-3702 
    11. Park, S.K.., 1994, 'Application of Quality Engineering for Energy Efficiency of Compressor', The 12th. Annual Taguchi Symposium, Rochester, New York, pp. 199-211 
    12. Simpson, T.W., 1998, A Concept Exploration Method for Product Family Design, Ph.D. Dissertation, Department of Mechanical Engineering, Georgia Institute of Technology 
    13. Taguchi, G., 1991b, Experimental Designs for Quality Engineering, Korea Standard Association, Translated to Korean 
    14. Oh, J.E., Lee, K.T., and Lee, J.C., 1996, 'Development of the Software for Analysis and Improvement of a Passenger Car's Muffler', Journal of Automotive Engineering, Korean Association of Automotive Engineering, Vol.4, No.6, pp. 133-143(in Korea) 
    15. Sacks, et al., 1989, Design and Analysis of Computer Experiments , Statistical Science, Vol.4, No.4, pp.409-435 
    16. Cressie, N, 1991, Statistics for spatial data, John Wiley & sons, New York, PP.1-143 
    17. Munjal, N.L., 1987, Acoustics of Ducts and Mufflers, WiIey&Sons, New York 
    18. Lee, K.H., Eom, I.S., Park, G.J. and Lee, W.I., 1995, 'Robust Design for Unconstrained Optimization Using Taguchi Method', AIAA Journal, Vol.34, No-5, pp.1059-1063 
    19. Matheron, G., 1963, Principles of geostatistics, Economic Geology, Vol.58, pp.1246-1266 
    20. Sahasrabudhe, A.D., Anantha R, S. and Munjal, M.L., 1991, 'Matrix Condensation and Transfer matrix Techniques in The 3-D Analysis of Expansion Chamber Muffler', Japan of Sound and Vibration, Vol.143, No.7, pp.371-394 
    21. Cochran, W.G. and Cox., G.M., 1957, Experimental Designs, Wiley&Sons, New York 
    22. Kim, J. K., 1999, 'Optimum Design of a Heat-Exchanger-Fan Casing of Clothe Using the Taguchi Method', KSME International Journal, Vo1.13 No.12, PP.962-972 
    23. Hwang, W.J., Park, G.J. and Lee, W.I.,1994, 'Structural Optimization Post Processing Using Taguchi Method', JSME, Series A, Vol. 37, No. 2. pp.166-172 
    24. Taguchi, G., 1991a,. Quality Engineering of Development and Design, Korea Standard Association, Translated to Korean 
    25. Bendell, A., Disney, J., and Pridmore., A. 1989, Taguchi Methods : Applications in World Industry, Springer-Verlag, New York 
    26. Young, Cheng. J. and Crocker, M. J., 1975, 'Prediction of Transmission Loss in Mufflers by the Finite Element Method'The Acoustical Society of America, Vol.57, No.l, pp.144-148 
  • 이 논문을 인용한 문헌 (2)

    1. Sim Hyoun-Jin ; Ryu Je-Seon ; Cha Kyung-Joon ; Oh Jae-Eung 2006. "The Optimal Design for Noise Reduction of the Intake System in Automobile Using Kriging Model" 大韓機械學會論文集. Transactions of the Korean Society of Mechanical Engineers. A. A, 30(4): 465~472     
    2. Kim, Sang Ik ; Lee, Sang Bok ; Lim, Yong Bin ; Jang, Dae Heung 2016. "Literature Review on the Experimental Designs in KSQM for 50 Years" 品質經營學會誌 = Journal of the Korean Society for Quality Management, 44(2): 245~264     

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  • 박영선 (10)

  • Ryu, Je-Seon (7)

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