A top-down method for uncertainty quantification and predictive accuracy assessment

Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference

Volumn 2, Issue , 2005, Pages 1251-1266

  Hasselman, Timothy K ^a,c,d   Yap, Keng C ^a,e   Wathugala, G Wije ^a,e   Anderson, Mark C ^b,f  

^a ACTA Inc   (United States)

^b LOS ALAMOS NATIONAL LABORATORY   (United States)

^c Mechanical Engineering Division   (United States)

^d AIAA   (United States)

^e MS T080 ^*

^f ESA WR   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL METHODS; DATABASE SYSTEMS; ENGINEERING RESEARCH; MATHEMATICAL MODELS; STATISTICAL METHODS; STATISTICAL TESTS;

ACCURACY ASSESSMENT; DYNAMIC PERFORMANCE; ENVIRONMENTAL CONDITIONS; MANUFACTURING PROCESSES;

UNCERTAIN SYSTEMS;

EID: 28844433080     PISSN: 02734508     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (15)

1. Hasselman, T. K., "Quantification of Uncertainty in Structural Dynamic Models," ASCE Journal of Aerospace Engineering, Vol. 14, No. 4, October 2001, pp. 158-164.
2. Klema, V. C., and Laub, A. J., "The Singular Value Decomposition; Its Computation and Some Applications." IEEE Trans. on Automatic Control, Vol. AC25, No. 2, pp. 164-176, 1980.
3. Golub, G. H. and Van Loan, C. F., Matrix Computations, The Johns Hopkins University Press, Baltimore, 1989.
4. Collins, J. D. and Thomson, W. T., "The Eigenproblem for Structural Systems with Statistical Properties," AIAA Journal, Vol. 7, No. 4, 1968, pp.642-648.
5. Kiefling, L. A., "Comment on 'The Eigenproblem for Structural Systems with Statistical Properties,'" AIAA Journal, Vol. 8, No. 7, 1970,pp.1371-1372.
6. Hasselman, T. K. and Hart, G. C., "Modal Analysis of Random Structural Systems," Journal of the Engineering Mechanics Div., ASCE, Vol. 98, No. EM3, 1972, pp.561-579.
7. NESSUS/FPI Theoretical Manual, Version 2.4, Southwest Research Institute, San Antonio, TX, December 1998 and NESSUS Version 7.5, 2003.
8. Brown, A. M. and Aldo, A. F., Probabilistic Component Mode Synthesis of Nondeterministic Substructures," AIAA Journal, Volume 34, No. 4, 1996, pp. 830-835.
9. "Guide for the Verification and Validation of Computational Fluid Dynamics Simulations," AIAA G-077-1998, American Institute of Aeronautics and Astronautics, Reston, VA, 1998.
10. Jackson, J. Edward, A User's Guide to Principal Components, John Wiley and Sons, New York, 1991.
11. Hasselman, T. K., Yap, K. C., Lin, C-H and Cafeo, J. "Uncertainty Quantification Applied to Predictive Accuracy Assessment for Numerical Crash Simulations," Proceedings of the 21st International Modal Analysis Conference (IMAC), Kissimmee, FL, 2003.
12. Hasselman, T. K., Yap, K. C., Cafeo, J. and Cavendish, J., "Predictive Accuracy of Resistance Spot Welding Simulations," Proceedings of the 20th IMAC, Los Angeles, CA, 2002.
13. th Shock and Vibration Symposium, Minneapolis/St. Paul, MN, October 12-16, 1998.
14. Hasselman, T. K., Anderson, M. C., and Gan, W., "Principal Components Analysis for Nonlinear Model Correlation, Updating and Uncertainty Evaluation," Proceedings of the 16th International Modal Analysis Conference (IMAC), Santa Barbara, CA, 1998.
15. Lin, C.-H., Gao, R. and Cheng, Y.-P., "A Stochastic Approach for the Simulation of an Integrated Vehicle and Occupant Model," 17th ESV Conference, Amsterdam, Netherland, June 4-7, 2001.