• DocumentCode
    447423
  • Title

    A Procedure to Assess Total Uncertainty in Characterizing Structural Response

  • Author

    Ross, T.J.

  • Author_Institution
    Dept. of Civil Eng., New Mexico Univ., Albuquerque, NM
  • Volume
    2
  • fYear
    2005
  • fDate
    12-12 Oct. 2005
  • Firstpage
    1530
  • Lastpage
    1534
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2005 IEEE International Conference on
  • Conference_Location
    Waikoloa, HI
  • Print_ISBN
    0-7803-9298-1
  • Type

    conf

  • DOI
    10.1109/ICSMC.2005.1571364
  • Filename
    1571364