Reliability-Based Robust Design Optimization Using the Performance Moment Integration Method and Case Study of Engine Gasket-Sealing Problem

Authors

• Kyung K. Choi - Center for Computer-Aided Design, Department of Mechanical & Industrial Engineering, College of Engineering, The University of Iowa
• Kiyoung Yi - Center for Computer-Aided Design, Department of Mechanical & Industrial Engineering, College of Engineering, The University of Iowa
• Byeng D. Youn - Department of Mechanical Engineering, University of Detroit Mercy

Topic

• Optimization
• Statistical analysis
• Reliability

Citation

Also In

References

1. Enevoldsen, I. Sorensen, J.D. “Reliability-Based Optimization In Structural Engineering,” Structural Safety 15 169 196 1994
2. Tu, J. Choi, K.K. “A New Study on Reliability Based Design Optimization,” Journal of Mechanical Design ASME 121 4 557 564 1999
3. Yu, X. Chang, K.H. Choi, K.K. “Probabilistic Structural Durability Prediction,” AIAA Journal 36 4 628 637 1998
4. Youn, B.D. Choi, K.K. Park, Y.H. “Hybrid Analysis Method for Reliability-Based Design Optimization,” Journal of Mechanical Design ASME 125 2 221 232 2003
5. Youn, B.D. Choi, K.K. “Selecting probabilistic Approaches for Reliability-Based Design Optimization,” AIAA Journal 42 1 2004
6. Youn, B.D. Choi, K.K. “A New Response Surface Methodology for Reliability-Based Design Optimization (RBDO),” Computers and Structures 82 2-3 241 256 2004
7. Parkinson, D.B. “Robust Design By Variability Optimization,” Quality and Reliability Engineering International 13 97 102 1997
8. Renaud, J.E. Su, J. “Automatic Differentiation in Robust Optimization,” AIAA Journal 35 6 1997
9. Gupta, K.C. Li, J. “Robust Design Optimization with Mathematical Programming Neural Networks,” Computers and Structures 76 507 516 2000
10. Chen, W. Sahai, A. Messac, A. Sundararaj, G.J. “Exploration of the Effectiveness of Physical Programming in Robust Design,” Journal of Mechanical Design ASME 122 155 163 2000
11. Kalsi, M. Hacker, K. Lewis, K. “A Comprehensive Robust Design Approach for Decision Trade-Offs in Complex Systems Design,” Journal of Mechanical Design ASME 123 2001
12. Chandra, M. J. Statistical Quality Control CRC Press Boca Raton, FL 2001
13. Taguchi, G. Elsayed, E. Hsiang, T. Quality Engineering in Production Systems McGraw-Hill New York, NY 1989
14. Liu, P.L. Kiureghian, A.D. “Optimization Algorithms for Structural Reliability Analysis,” Computers & Structures 52 1 103 111 1991
15. Wu, Y.-T. Wirsching, P.H. “New Algorithm for Structural Reliability Estimation,” Journal of Engineering Mechanics ASCE 113 9 1319 1336 1987
16. Chen, X. Hasselman, T.K. Neill, D. J. “Reliability-Based Structural Design Optimization for Practical Applications,” AIAA-97-1403, 38 th AIAA SDM Conference 1997
17. Wang, L Kodiyalam, S. “An Efficient Method for Probabilistic and Robust Design with Non-normal Distributions,” 43 rd AIAA SDM Conference Denver, Colorado 2003
18. Du, X. Chen, W. “Sequential Optimization and Reliability Assessment Method for Efficient Probabilistic Design,” DETC-DAC34127, ASME Design Engineering Technical Conferences Montreal, Canada September 2002
19. Wu, Y-T. Shin, Y. Sues, R. H. Cesare, M. A. “Safety-Factor Based Approach for Probability-Based Design Optimization,” AIAA-2001-1522, 42 nd AIAA/ASME/ASC/AHS/ASC SDM Conference & Exhibit Seattle, Washington April 2001
20. Youn, B.D. Choi, K.K. “Enriched Performance Measure Approach (PMA+) for Reliability-Based Design Optimization,” AIAA Journal 2003
21. Bennett, G. Gupta, L.C. “Least Cost Tolerance I,” International Journal of Production Research 8 1 65 74 1969
22. Forouraghi, B. “Worst-Case Tolerance Design and Quality Assurance via Genetic Algorithms,” Journal of Optimization Theory and Applications 113 2 251 268 2000
23. McAllister, C.D. Simpson, T.W. “Multidisciplinary Robust Design Optimization of an Internal Combustion Engine,” Journal of Mechanical Design ASME 125 2 124 130 2003
24. Jung, D.H. Lee, B.C. “Development of a Simple and Efficient Method for Robust Optimization,” International Journal for Numerical Methods in Engineering 53 2201 2215 2002
25. Varghese, P. Braswell, R.N. Wang, B. Zhang, C. “Statistical Tolerance Analysis Using FRPDF and Numerical Convolution,” Computer-Aided Design 28 9 723 732 1996
26. Lin, C.Y. Huang, W.H. Jeng, M.C. Doong, J.L. “Study of an Assembly Tolerance Allocation Model Based on Monte Carlo Simulation,” Journal of Materials Processing Technology 70 9 16 1997
27. Taguchi, G. “Performance Analysis Design,” International Journal of Production Research 16 6 521 530 1978
28. Lee, K.-H. Park, G.-J. “Robust Optimization in Discrete Design Space for Constrained Problems,” AIAA Journal 40 4 2002
29. Reddy, P.B. Nishina, K. Babu, A.S. “Unification of Robust Design and Goal Programming for Multiresponse Optimization - A Case Study,” Quality and Reliability Engineering International 13 371 383 1997
30. Du, X. Chen, W. “Towards a Better Understanding of Modeling Feasibility Robustness in Engineering Design,” Journal of Mechanical Design ASME 122 385 394 2000
31. Greenwood, W. H. Chase, K. W. “A New Tolerance Analysis Method for Designers and Manufacturers,” Journal of Engineering for Industry ASME 109 112 116 1987
32. Liu, S. C. Hu, S. J. “Sheet Metal Joint Configurations and Their Variation Characteristics,” Journal of Manufacturing Science and Engineering 120 461 467 1998
33. Chen, C. J. Choi, K. K. “Robust Design Using Second-Order Shape Design Sensitivity Analysis,” 22nd ASME Design Automation Conference Irvine, CA August 18-21 1996
34. Belegundu, A. D. Zhang, S. H. “Robustness of Design Through Minimum Sensitivity,” Journal of Mechanical Design ASME 114 2 213 217 1992
35. Du, X. Sudjianto, A. Chen, W. “An Integrated Framework for Optimization Using Inverse Reliability Strategy,” DETC-DAC48706, ASME Design Engineering Technical Conferences Chicago, IL September 2003
36. Das, I. Dennis, J. E. “A Closer Look at Drawbacks of Minimizing Weighted Sums of Objectives for Pareto Set Generation in Multicriteria Optimization Problems,” Structural Optimization 14 63 69 1997
37. Messac, A. “From Dubious Construction of Objective Functions to the Application of Physical Programming,” AIAA Journal 35 1 155 163 2000
38. D'Errico, J. R. Zaino N. A. Jr., “Statistical Tolerancing Using a Modification of Taguchi's Method,” Technometrics 30 4 397 405 1988
39. Youn, Byeng D. Choi, K.K. Gu, L. Yang, Ren-Jye “Reliability-Based Design Optimization for Crashworthiness of Side Impact,” Journal of Structural and Multidisciplinary Optimization 27 3 272 283 2004
40. Kim, N.H. Yi, K.Y. Choi, K.K. “A Material Derivative Approach in Design Sensitivity Analysis of Three-Dimensional Contact Problems,” International Journal of Solids and Structures 39 8 2087 2108 2002

Cited By