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
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;
Conference_Titel :
Fuzzy Information Processing Society (NAFIPS), 2011 Annual Meeting of the North American
Conference_Location :
El Paso, TX
Print_ISBN :
978-1-61284-968-3
Electronic_ISBN :
Pending
DOI :
10.1109/NAFIPS.2011.5752048