Design for six sigma through robust optimization

Peter Koch1, Ren‐Jye Yang2, Linxia Gu2
1Engineous Software, Inc., Cary, USA
2Vehicle Safety Research Department, Ford Motor Company, Dearborn, USA

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Tài liệu tham khảo

Athan, T.W.; Papalambros, P.Y. 1996: A Note on Weighted Criteria Methods for Compromise Solutions in Multi-Objective Optimization. Engineering Optimization 27(2), 155–176

Belegundu, A.D. 1988: Probabilistic Optimal Design Using Second Moment Criteria. Journal of Mechanisms, Transmissions, and Automation in Design 110(3), 324–329

Byrne, D.M.; Taguchi, S. 1987: The Taguchi Approach to Parameter Design. 40th Annual Quality Congress Transactions. Milwaukee, Wisconsin: American Society for Quality Control, 19–26

Chen, W.; Allen, J.K.; Tsui, K.-L.; Mistree, F. 1996: A Procedure for Robust Design: Minimizing Variations Caused by Noise Factors and Control Factors. ASME Journal of Mechanical Design 118(4), 478–485

Chen, X.; Hasselman, T.K.; Neill, D.J. 1997: Reliability Based Structural Design Optimization for Practical Applications. 38th AIAA/ASME/ ASCE/AHS/ASC, Structures, Structural Dynamics and Materials Conference, 2724–2732. Kissimmee, FL. Paper No. AIAA-97-1403

Choi, K.K.; Yu, X.; Chang, K. 1996: A Mixed Design Approach for Probabilistic Structural Durability. 6th AIAA/USAF/NASA/ ISSMO Symposium on Multidisciplinary Analysis and Optimization, Bellevue, WA., 785–795

Cornell, C.A. 1969: A Probability-Based Structural Code. Journal of American Concrete Institute 66(12), 974–985

Hahn, G.J.; Shapiro, S.S. 1994: Statistical Models in Engineering. Wiley-Interscience, New York: John Wiley & Sons

Hammersley, J.M.; Handscomb, D.C. 1964: Monte Carlo Methods. London: Chapman and Hall

Harry, M.J. 1997: The Nature of Six Sigma Quality. Shaumburg, Illinois: Motorola University Press.

Harry, M.; Schroeder, R. 2000: Six Sigma: The Breakthrough Management Strategy Revolutionizing the World’s Top Corporations. New York: Doubleday

Hasofer, A.M.; Lind, N.C. 1974: Exact and Invariant Second Moment Code Format. Journal of Engineering Mechanics, ASCE 100, No. EM1, 111–121

Hohenbichler, M.; Rackwitz, R. 1981: Non-normal Dependent Vectors in Structural Safety. Journal of Engineering Mechanics, ASCE 107, NO. EM6, 1227–1237

Hsieh, C.-C.; Oh, K.P. 1992: MARS: A computer-based method for achieving robust systems, FISITA Conference. The Integration of Design and Manufacture 1, 115–120

Koch, P.N.; Evans, J.P.; Powell, D. 2002: Interdigitation for Effective Design Space Exploration using iSIGHT. Journal of Structural and Multidisciplinary Optimization 23(2), 111–126

Koch, P.N.; Kodiyalam, S. 1999: Variable Complexity Structural Reliability Analysis for Efficient Reliability-Based Design Optimization. 40th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, St. Louis, Missouri, 68–77. AIAA-99-1210

Koch, P.N.; Wujek, B.; Golovidov, O. 2000: A Multi-Stage, Parallel Implementation of Probabilistic Design Optimization in an MDO Framework. 8th AIAA/USAF/NASA/ISSMO Symposium on Multidisciplinary Analysis and Optimization, Long Beach, CA., AIAA-2000-4805

Madsen, H.O.; Krenk, S.; Lind, N.C. 1986: Methods of Structural Safety. New Jersey: Prentice-Hall, Englewood Cliffs

Melchers, R.E. 1999: Structural Reliability: Analysis and Prediction, 2nd edn. Ellis Horwood Series in Civil Engineering. New York: John Wiley & Sons

Montgomery, D.C. 1996: Design and Analysis of Experiments. New York: John Wiley & Sons

Pande, P.S.; Neuman, R.P.; Cavanagh, R.R. 2000: The Six Sigma Way: How GE, Motorola, and Other Top Companies are Honing Their Performance. New York: McGraw-Hill

Phadke, M.S. 1989: Quality Engineering using Robust Design. New Jersey: Prentice Hall, Englewood Cliffs

Rackwitz, R.; Fiessler, B. 1978: Structural Stability Under combined Random Load Sequences. Computers and Structures 9, 489–494

Ross, P.J. 1996: Taguchi Techniques for Quality Engineering. 2nd edn., New York: McGraw-Hill

Saliby, E. 1990: Descriptive Sampling: A Better Approach to Monte Carlo Simulation. J. Opl. Res. Soc. 41(12), 1133–1142

Simpson, T.W.; Allen, J.K.; Mistree, F. 1998: Spatial Correlation Metamodels for Global Approximation in Structural Design Optimization. ASME Design Engineering Technical Conferences, Atlanta, GA, ASME DETC98/DAC-5613

Simpson, T.W.; Mauery, T.M.; Korte, J.J.; Mistree, F. 2001: Kriging Models for Global Approximation in Simulation-Based Multidisciplinary Design Optimization. AIAA Journal 39(12), 2233–2241

Thanedar, P.B.; Kodiyalam, S. 1991: Structural Optimization using Probabilistic Constraints, AIAA/ASME/ACE/AHS/ASC Structures. Structural Dynamics and Materials Conference, 205–212, AIAA-91-0922-CP

Thoft-Christensen, P.; Baker, M.J. 1982: Structural Reliability Theory and Its Applications. Berlin: Springer-Verlag

Xiao, Q.; Sues, R.H.; Rhodes, G.S. 1999: Multi-Disciplinary Wing Shape Optimization with Uncertain Parameters. 40th AIAA/ASME/ASCE/ AHS/ASC Structures, Structural Dynamics, and Materials Conference, St. Louis, Missouri, 3005–3014 . Paper No. AIAA-99-1601

Ziha, K. 1995: Descriptive sampling in structural safety. Structural Safety 17, 33–41