Spectral stochastic finite element analysis for laminated composite plates

被引:133
作者
Chen, Nian-Zhong [1 ]
Soares, C. Guedes [1 ]
机构
[1] Univ Tecn Lisboa, Inst Super Tecn, Ctr Marine Technol & Engn, P-1049001 Lisbon, Portugal
关键词
Stochastic finite element; Karhunen-Loeve expansion; Random field; Spectral expansion; Preconditioning conjugate gradient technique; Laminated composite plates;
D O I
10.1016/j.cma.2008.07.003
中图分类号
T [工业技术];
学科分类号
08 [工学];
摘要
A spectral stochastic finite element formulation with consideration of multi-layer effect and spatial variability of material properties is developed for probabilistic analysis of laminated composite plates. The material properties of each lamina are modeled as a set of random fields and represented by the Karhunen-Loeve expansion. The expansion is incorporated into a spatial discretization in accordance with a standard finite element procedure based on the first-order shear deformation theory. A spectral expansion with use of polynomial chaos is employed to represent the stochastic nodal displacements in terms of standard normal random variables. A preconditioning matrix is then proposed for the solution of spectral stochastic finite element equations with use of a preconditioning conjugate gradient technique. The various statistics of interest of the system responses are finally obtained by means of the coefficients of the spectral expansion. The numerical accuracy and the computational efficiency of the method are demonstrated by comparison with Monte-Carlo simulation. (c) 2008 Elsevier B.V. All rights reserved.
引用
收藏
页码:4830 / 4839
页数:10
相关论文
共 45 条
[1]
Axelsson O., 1994, ITERATIVE SOLUTION M
[2]
Bathe K, 2007, Finite element procedures
[3]
THE ORTHOGONAL DEVELOPMENT OF NON-LINEAR FUNCTIONALS IN SERIES OF FOURIER-HERMITE FUNCTIONALS [J].
CAMERON, RH ;
MARTIN, WT .
ANNALS OF MATHEMATICS, 1947, 48 (02) :385-392
[4]
RELIABILITY OF LAMINATED PLATES VIA THE 1ST-ORDER 2ND-MOMENT METHOD [J].
CEDERBAUM, G ;
ELISHAKOFF, I ;
LIBRESCU, L .
COMPOSITE STRUCTURES, 1990, 15 (02) :161-167
[5]
Reliability assessment for ultimate longitudinal strength of ship hulls in composite materials [J].
Chen, Nian-Zhong ;
Soares, C. Guedes .
PROBABILISTIC ENGINEERING MECHANICS, 2007, 22 (04) :330-342
[6]
Reliability assessment of post-buckling compressive strength of laminated composite plates and stiffened panels under axial compression [J].
Chen, Nian-Zhong ;
Soares, C. Guedes .
INTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES, 2007, 44 (22-23) :7167-7182
[7]
Reliability analysis of a ship hull in composite material [J].
Chen, NZ ;
Sun, HH ;
Soares, CG .
COMPOSITE STRUCTURES, 2003, 62 (01) :59-66
[8]
Efficient numerical strategies for spectral stochastic finite element models [J].
Chung, DB ;
Gutiérrez, MA ;
Graham-Brady, LL ;
Lingen, FJ .
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING, 2005, 64 (10) :1334-1349
[9]
Object-oriented stochastic finite element analysis of fibre metal laminates [J].
Chung, DB ;
Gutiérrez, MA ;
de Borst, R .
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2005, 194 (12-16) :1427-1446
[10]
WEIGHTED INTEGRAL METHOD .2. RESPONSE VARIABILITY AND RELIABILITY [J].
DEODATIS, G ;
SHINOZUKA, M .
JOURNAL OF ENGINEERING MECHANICS-ASCE, 1991, 117 (08) :1865-1877