A Stochastic Galerkin Cell-based Smoothed Finite Element Method (SGCS-FEM)

被引:3
|
作者
Mathew, Tittu Varghese [1 ]
Beex, Lars [2 ]
Bordas, Stephane P. A. [2 ]
Natarajan, Sundararajan [1 ]
机构
[1] Indian Inst Technol, Dept Mech Engn, Chennai, Tamil Nadu, India
[2] Univ Luxembourg, Fac Sci Technol & Commun, Luxembourg, Luxembourg
关键词
Stochastic Galerkin Cell-based smoothed finite element method; Karhunen-Loeve expansion; polynomial chaos expansion; random material field; free vibrations; CONFORMING NODAL INTEGRATION; POLYNOMIAL CHAOS; DISCRETIZATION; CONVERGENCE; ACCURACY;
D O I
10.1142/S0219876219500543
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this paper, the cell-based smoothed finite element method is extended to solve stochastic partial differential equations with uncertain input parameters. The spatial field of Young's Modulus and the corresponding stochastic results are represented by Karhunen-Loeve expansion and polynomial chaos expansion, respectively. Young's Modulus of structure is considered to be random for stochastic static as well as free vibration problems. Mathematical expressions and the solution procedure are articulated in detail to evaluate the statistical characteristics of responses in terms of the static displacements and the free vibration frequencies. The feasibility and the effectiveness of the proposed SGCS-FEM method in terms of accuracy and lower demand on the mesh size in the solution domain over that of conventional FEM for stochastic problems are demonstrated by carefully chosen numerical examples. From the numerical study, it is inferred that the proposed framework yields accurate results.
引用
收藏
页数:28
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