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.
机构:
Vietnam Natl Univ HCM, Univ Sci, Fac Math & Comp Sci, Dept Mech, Ho Chi Minh City 700000, Vietnam
Ton Duc Thang Univ, Div Computat Mech, Ho Chi Minh City 700000, VietnamVietnam Natl Univ HCM, Univ Sci, Fac Math & Comp Sci, Dept Mech, Ho Chi Minh City 700000, Vietnam
Hung Nguyen-Xuan
Hiep Vinh Nguyen
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机构:
Ho Chi Minh City Univ Transport, Fac Civil Engn, Ho Chi Minh City 700000, VietnamVietnam Natl Univ HCM, Univ Sci, Fac Math & Comp Sci, Dept Mech, Ho Chi Minh City 700000, Vietnam
Hiep Vinh Nguyen
Bordas, Stephane
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机构:
Cardiff Univ, Sch Engn, Inst Theoret Appl & Computat Mech, Cardiff, WalesVietnam Natl Univ HCM, Univ Sci, Fac Math & Comp Sci, Dept Mech, Ho Chi Minh City 700000, Vietnam
Bordas, Stephane
Rabczuk, Timon
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机构:
Bauhaus Univ Weimar, Inst Struct Mech, D-99423 Weimar, GermanyVietnam Natl Univ HCM, Univ Sci, Fac Math & Comp Sci, Dept Mech, Ho Chi Minh City 700000, Vietnam
Rabczuk, Timon
Duflot, Marc
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机构:
CENAERO, B-6041 Gosselies, BelgiumVietnam Natl Univ HCM, Univ Sci, Fac Math & Comp Sci, Dept Mech, Ho Chi Minh City 700000, Vietnam
机构:
Shanghai Normal Univ, Dept Civil Engn, Shanghai 201418, Peoples R China
Univ Birmingham, Sch Engn, Birmingham B15 2TT, W Midlands, EnglandShanghai Normal Univ, Dept Civil Engn, Shanghai 201418, Peoples R China