Browse > Article
http://dx.doi.org/10.3795/KSME-A.2004.28.7.885

A Design Methodology with Orthogonal Arrays Using Experiments and Computer Simulations  

Park, Gyung-Jin (한양대학교 기계정보경영공학부)
Publication Information
Transactions of the Korean Society of Mechanical Engineers A / v.28, no.7, 2004 , pp. 885-895 More about this Journal
Abstract
Generally, automatic design is carried out with computer simulation and the simulation models are established by investigating the correlations between the simulation and real experiments. Therefore, the experiment results are utilized as complimentary data although they are considered to be precise. Orthogonal arrays have been adopted for discrete design. A method is proposed to directly exploit the experiment results in the design process with orthogonal arrays. Experiments are allocated to some rows of an orthogonal array and computer simulations are allocated to the others. A rule for the allocation is found to keep the orthogonality. Error analysis of the design results is performed. Mathematical examples are made to verify the validity of the proposed method. Error models are defined with the examples and the design solutions from the examples are discussed.
Keywords
Design of Experiments; Orthogonal Arrays; Computer Simulation; Error Analysis; Design;
Citations & Related Records
Times Cited By KSCI : 5  (Citation Analysis)
연도 인용수 순위
1 Gill, P.E., Murray, W. and Wright, M.H., 1981, Practical Optimization, Academic Press, New York, NY, USA
2 Park, G.J., 2005, Analytic Methods in Design Practice, Springer-Verlag, Germany. (in preparation)
3 Park, S.H., Modern Design of Experiments, Minyoungsa, Seoul, Korea, 1991. (in Korean)
4 Phadke, M.S., 1989, Quality Engineering Using Robust Design, Prentice Hall, Englewood Cliffs, NJ, USA
5 Yi, J.W., Ha, D.Y., Lee, S.W., Lim, J.M. and Park, G.J., 2003, 'Development of Design System for EPS Cushioning Package of Monitor Using Axiomatic Design,' Trans. of KSME (A), Vol. 27, No. 10, pp. 1644-1652. (in Korean)   과학기술학회마을   DOI
6 Hedayat, A.S., Sloane, N.J.A. and Stutken, J., 1999, Orthogonal Arrays, Springer, New York, NY, USA
7 Lim, J.M. and Park, G.J., 1999, 'Design Recommendation of the Occupant Protection Systems Using Orthogonal Arrays,' J. of KSAE, Vol. 7, No.8, pp. 208-215. (in Korean)   과학기술학회마을
8 Lee, K.H., Eom, I.S., Park, G.J. and Lee, W.I., 1996, 'Robust Design for Unconstrained Optimization Problems Using Taguchi Method,' AIAA Journal, Vol. 34,No.5,pp.1059-1063   DOI
9 Myers, R.H. and Montgomery, D.C., 1995, Response Surface Methodology, John Wiley & Sons, New York, NY, USA
10 Hwang, K.H., Kwon, W.S., Lee K.H. and Park, G.J., 2000, 'Design of Structure Using Orthogonal Arrays Considering Interactions in Discrete Design Spaces,' Trans. of KSME (A), Vol. 24, No. 12, pp. 2952-2962. (in Korean)   과학기술학회마을
11 Hong, D.K., Choi, S.C. and Ahn, C.W., 2003, 'The Size Optimization Design of Crane Using the Table of Orthogonal Array and Finite Element Analysis,' Spring annual conference of KSPE, pp. 1471-1474. (in Korean)
12 Kim, Y.I., Yi, J.W., Yoon, J.Y. and Park, G.J., 2003, 'A Design Methodology and Software Development with Sensitivity Information,' Trans. of KSME (A), Vol. 27, No. 12, pp. 2092-2100. (in Korean)   과학기술학회마을   DOI
13 Lee, K.H. and Park, G.J., 2002, 'Robust Optimization in Discrete Design Space for Constrained Problems,' AIAA Journal, Vol. 40, No.4, pp. 774-780   DOI   ScienceOn
14 Song, S.I., Bae, K.J., Lee, K.H. and Park, G.J., 2002, 'Lightweight Design for Automotive Door Using Optimizations and Design of Experiments,' J of KSAE, Vol. 10, No.1, pp. 125-132. (in Korean)   과학기술학회마을
15 Hwang, K.H., Lee, K.W. and Park, G.J., 2001, 'Robust Optimization of an Automobile Rearview Mirror for Vibration Reduction,' Structural and Multidisciplinary Optimization, Vol. 21, No.4, pp. 300-308   DOI
16 Lee, K.H. and Park, G.J., 2001, 'Robust Optimization Considering Tolerances of Design Variables,' Computers and Structures, Vol. 29, pp. 77-86   DOI   ScienceOn
17 Fowlkes, W.Y. and Creveling, C.M., 1995, Engineering Methods for Robust Product Design, Addison Wesley, Reading, MA, USA
18 Yi, J.W., Park, J.S., Lee, K.H. and Park, G.J., 2003, 'An Optimization Algorithm Using Orthogonal Arrays in Discrete Design Space for Structures,' Finite Element Method and Design, Vol. 40, No.1, pp. 121-135   DOI   ScienceOn
19 Lim, J.M., Wuh, D.H. and Park, G.J., 2000, 'Analysis and Design Consideration of an Energy Absorbing Steering System using Orthogonal Arrays,' International Journal of Crashworthiness, Vol. 5, No. 3, pp. 271-278   DOI
20 Ku, K.J., Rao, S.S. and Chen, L., 1998, 'Taguchi-Aided Search Method for Design Optimization of Engineering Systems,' Engineering Optimization, Vol. 30, pp. 1-23   DOI   ScienceOn
21 Haftka, R.T. and Gurdal, Z., 1992, Elements of Structural Optimization, Kluwer Academic Publishers, Dordrecht, The Netherlands
22 Walpole, R.E., 1982, Introduction to Statistics, Macmillan, New York, NY, USA
23 Vanderplaats, G.N., 1984, Numerical Optimization Techniques for Engineering Design, McGraw-Hill Book Company, New York, NY, USA
24 Taguchi, G., 1987, Systems of Experimental Design (Vol. I, II), Kraus International Publications, New York, NY, USA
25 Haug, E.J. and Arora, J.S., 1979, Applied Optimal Design, John Wiley & Sons, Inc., New York, NY, USA
26 Arora, J.S., 1989, Introduction to Optimum Design, McGraw-Hill Book Company, New York, NY, USA