Title :
A Procedure to Assess Total Uncertainty in Characterizing Structural Response
Author_Institution :
Dept. of Civil Eng., New Mexico Univ., Albuquerque, NM
Abstract :
This paper summarizes an on-going development of a metric to quantify total uncertainty in the validation of a computer code that might be used, for example, to predict the amount of structural damage in a constructed facility undergoing some levels of loading. The total uncertainty is expressed as a combination of various forms of uncertainty. Such a combination is based on a group of methods collectively called generalized information theories. Among these theories are evidence theory, possibility theory, fuzzy set theory and, of course, probability theory. A simple case study on the crushing of a thin foam material is used to illustrate how the validation of a computational prediction can be assessed by the representation and quantification of uncertainties that influence the difference between the prediction and the experimental results. In the case study, damage is expressed in terms of excessive accelerations in the foam
Keywords :
fuzzy set theory; possibility theory; probability; structural engineering computing; computer code validation; evidence theory; fuzzy set theory; generalized information theory; possibility theory; probability theory; structural damage; structural response; thin foam material crushing; total uncertainty assess; Aging; Bridges; Civil engineering; Concrete; Degradation; Information theory; Robustness; Safety; Uncertainty; Wavelet analysis; Uncertainty; information theory; structural damage;
Conference_Titel :
Systems, Man and Cybernetics, 2005 IEEE International Conference on
Conference_Location :
Waikoloa, HI
Print_ISBN :
0-7803-9298-1
DOI :
10.1109/ICSMC.2005.1571364