A probabilistic approach to multivariate constrained robust design simulation

World Aviation Congress, 1997

Volumn , Issue , 1997, Pages

  Mavris, Dimitri N ^a   Bandte, Oliver ^a  

^a GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DECISION MAKING; DESIGN; DISTRIBUTION FUNCTIONS; FIGHTER AIRCRAFT; INTELLIGENT SYSTEMS; PRODUCT DESIGN; SURFACE PROPERTIES;

ADVANCED MEAN VALUE METHODS; CUMULATIVE DISTRIBUTION FUNCTION; DISTRIBUTION GENERATION; HIGH SPEED CIVIL TRANSPORTS; MULTI-OBJECTIVE PROBLEM; PERFORMANCE BASED DESIGN; PROBABILISTIC APPROACHES; RESPONSE SURFACE METHODOLOGY;

MONTE CARLO METHODS;

EID: 84976544288     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.2514/6.1997-5508     Document Type: Conference Paper

References (32)

1. Dieter, G.E., Engineering Design. A Materials and Processing Approach. 2nd Edition. McGraw-Hill, Inc., New York, NY, 1991
2. Kusiak, A., Concurrent Engineering. John Wiley & Sons, Inc., New York, NY, 1993
3. Fabrycky, W.J., Blanchard, B.S., Life-Cycle Cost and Economic Analysis. Prentice-Hall, Inc., Englewood Cliffs, NJ, 1991
4. Bras, B.A., and Mistree, F., Robust Design Using Compromise Decision Support Problems, Engineering Optimization, vol. 21, pp. 213-239, 1993
5. DeLaurentis, D.A., Mavris, D.N., and Schrage, D.P., An IPPD Approach to the Preliminary Design Optimization of an HSCT using Design of Experiments, 20th ICAS Congress. Sorrento, Italy, September, 1996
6. Mavris, D.N., Bandte, O., Schrage, D.P., Economic Uncertainty Assessment of an HSCT Using a Combined Design of Experiments/ Monte Carlo Simulation Approach, 17th Annual Conference of the International Society of Parametric Analysts. San Diego, CA, June, 1995
7. Mavris, D.N., Bandte, O., and Brewer, J.T., A Method for the Identification and Assessment of Critical Technologies Needed for an Economical Viable HSCT, 1st AIAA Aircraft Engineering. Technology and Operations Congress. Los Angeles, CA, September, 1995, AIAA 95-3887
8. Mavris, D.N., Bandte, O., Effect of Mission Requirements on the Economic Robustness of an HSCT, 18th Annual Conference of the International Society of Parametric Analysts. Cannes, France, June, 1996
9. Roy, R., A Primer on the Taguchi Method. Van Nostrand Reinhold, New York, NY, 1990
10. Kleijnen, J.P.C., Statistical Techniques in Simulation. Part I, Marcel Dekker, Inc., New York, NY, 1974
11. Fox, E.P., The Pratt & Whitney Probabilistic Design System, 35th AIAA/ASME/ASCE/ AHS/ASC Structures. Structural Dynamics, and Materials Conference. Hilton Head, SC, April, 1994
12. Kleijnen, J.P.C., Statistical Tools for Simulation Practitioners. Marcel Dekker, Inc., New York, NY, 1987
13. Cheng, B., Titterington, D.M., Neural Networks: A Review from a Statistical Perspective, Statistical Science. Vol. 9, No. 1, 2-54, 1994
14. Huber, K.-P., Berthold, M. R., Szczerbicka, H., Analysis of Simulation Models with Fuzzy Graph based Metamodeling, Performance Evaluation. Vol. 27 & 2S, North-Holland, October 1996
15. Southwest Research Institute, FPI User’s and Theoretical Manual. San Antonio, TX, 1995
16. Mavris, D.N., Bandte, O., Schrage, D., Application of Probabilistic Methods for the Determination of an Economically Robust HSCT Configuration, AIAA/USAF/NASA/ ISSMO Multidisciplinarv Analysis and Optimization Conference. Bellevue, WA, September, 1996
17. Chen, W., et al., Integration of Response Surface Method with the Compromise Decision Support Problem in Developing a General Robust Design Procedure, Advances in Design Automation (Azarm. S.. et al. Eds."). Vol. 82-2, ASME, New York, 1995
18. DeLaurentis, D.A., Calise, A., Schrage, D.P., and Mavris, D.N., Integrating Guidance Optimization into Vehicle Design Via Singular Perturbation Theory and Statistical Methods, 6th AIAA/USAF/NASA/ISSMO Symposium on Multidisciplinarv Analysis and Optimization. Bellevue, WA, September, 1996
19. Giunta, A.A., et al, Wing Design for a High-Speed Civil Transport Using a Design of Experiments Methodology, 6th AIAA/ USAF/NASA/ISSMO Symposium on Multidisciplinary Analysis and Optimization. Bellevue, WA, September, 1996
20. Kaufman, M., et al, Variable-Complexity Response Surface Approximations for Wing Structural Weight in HSCT Design, 34th Aerospace Sciences Meeting & Exhibit. Reno, NV, January, 1996
21. Unal, R., Stanley, D.O., Joyner, C.R., Parameter Model Building and Design Optimization Using Response Surface Methods, Journal of Paramedics. Washington, DC, May, 1994
22. Box, G.E.P., Draper, N.R., Empirical Model-Building and Response Surfaces. John Wiley & Sons, Inc., New York, NY, 1987
23. Box, G.E.P., Hunter, W.G., Hunter, J.S., Statistics for Experimenters. John Wiley & Sons, Inc., New York, NY, 1978
24. Sacks, J., Schiller, S.B., Welch, W.J., Design for Computer Experiments, Technometrics. Vol. 31, No. I. February, 1989
25. Sacks, J., Welch, W.J., Mitchell, T.J., Wynn, H.P., Design and Analysis of Computer Experiments, Statistical Science. Vol. 4, No. 4, February, 1989
26. Welch, W.J., Buck, R.J., Sacks, J., Wynn, H.P., Mitchell, T.J., Morris, M.D., Screening, Predicting, and Computer Experiments, Technometrics. Vol. 34, No. 1. February, 1992
27. Mavris, D.N., Bandte, O., Comparison of Two Probabilistic Techniques for the Assessment of Economic Uncertainty, 19th Annual Conference of the International Society of Parametric Analysts. New Orleans, LA, May, 1997
28. Wu, Y.-T., Burnside, O.H., Dominguez, J., Efficient Probabilistic Fracture Mechanics Analysis, 4th International Conference on Numerical Methods in Fracture Mechanics. Pineridge Press, Swansea, U.K., May, 1987
29. Sakata, I.F. and Davis, G.W., Evaluation of Structural Design Concepts for Arrow-Wing Supersonic Cruise Aircraft. NASA CR-2667. May, 1977
30. McCullers, L.A., Flight Optimization System. Computer Program and Users Guide. Version 5.7. NASA Langley Research Center, Hampton, VA, December 1994
31. Galloway, T.L., and Mavris, D.N., Aircraft Life Cycle Cost Analysis (ALCCA) Program. NASA Ames Research Center, September 1993
32. SAS Institute Inc., JMP Computer Program and User's Manual. Gary, NC, 1994