Title of article :
A spectral stochastic element free Galerkin method for the problems with random material parameter
Author/Authors :
H. M. Kim، نويسنده , , J. Inoue، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2004
Abstract :
This paper presents a spectral stochastic element free Galerkin method (SSEFGM) for the problems
involving a random material property. The random material property and resulting system response
quantity are represented by a probabilistic spectral expansion techniques (Karhunen–Loeve expansion
and Polynomical Chaos series, respectively) and implemented into the element free Galerkin (EFG)
analysis. Numerical solutions in 1D linear elastic problem with random elastic modulus are introduced,
and compared with those of Monte Carlo simulation (MCS) so as to provide the validation of the
proposed approach. The present SSEFGM approach can produce a probabilistic density distribution as
well as a first- and second-order statistical moments (mean and variance) of response quantity by a
single calculation, which is distinguished from an iterative MCS. Moreover, the method is based on
an element free analysis so that there is no need of nodal connectivities, which usually require more
time and labourious task than main calculations. Thus the proposed SSEFGM approach can provide
an alternative analysis tool for the problems contains a stochastic material property, and demands
complex mesh structures
Keywords :
Spectral Method , Probability density distribution , stochastic , Monte Carlosimulation , element free Galerkin method (EFGM)
Journal title :
International Journal for Numerical Methods in Engineering
Journal title :
International Journal for Numerical Methods in Engineering