• DocumentCode
    2975543
  • Title

    Uncertainty assessment in random field representations: An interval approach

  • Author

    Verhaeghe, Wim ; Desmet, Wim ; Vandepitte, Dirk ; Moens, David

  • Author_Institution
    Dept. of Mech., Eng., K.U. Leuven, Heverlee, Belgium
  • fYear
    2011
  • fDate
    18-20 March 2011
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    This paper discusses the application of interval fields for the analysis of uncertain mechanical structures. More specifically, this work focuses on representing uncertainties with a spatially distributed influence in the context of finite element analysis. First, the concept of interval fields is briefly reviewed. Next, random fields are presented, with a focus on the influence of an uncertain correlation length on its discretization. The methods for applying the interval field framework to represent the uncertain correlation length are explained in the next section. Finally, the application of interval fields for representing a random field expansion in the uncertain correlation length space is illustrated using a numerical example.
  • Keywords
    finite element analysis; structural engineering; uncertain systems; finite element analysis; interval field framework; random field representations; uncertain correlation length; uncertain mechanical structures; uncertainty assessment; Correlation; Eigenvalues and eigenfunctions; Equations; Iron; Probabilistic logic; Response surface methodology; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Information Processing Society (NAFIPS), 2011 Annual Meeting of the North American
  • Conference_Location
    El Paso, TX
  • ISSN
    Pending
  • Print_ISBN
    978-1-61284-968-3
  • Electronic_ISBN
    Pending
  • Type

    conf

  • DOI
    10.1109/NAFIPS.2011.5752048
  • Filename
    5752048