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A perturbation method for stochastic meshless analysis in elastostatics
101
Citations
29
References
2001
Year
Numerical AnalysisReduced Order ModelingEngineeringMechanical EngineeringStochastic AnalysisStructural OptimizationComputational MechanicsMechanics ModelingStochastic SimulationMesh OptimizationNumerical SimulationModeling And SimulationDeformation ModelingBoundary Element MethodPerturbation MethodMechanical ModelingUnstructured Mesh GenerationHomogeneous Random FieldStochastic ModelingFinite Element MethodLinear ElasticityStructural MechanicsNumerical MethodsMultiscale Modeling
Abstract A stochastic meshless method is presented for solving boundary‐value problems in linear elasticity that involves random material properties. The material property was modelled as a homogeneous random field. A meshless formulation was developed to predict stochastic structural response. Unlike the finite element method, the meshless method requires no structured mesh, since only a scattered set of nodal points is required in the domain of interest. There is no need for fixed connectivities between nodes. In conjunction with the meshless equations, classical perturbation expansions were derived to predict second‐moment characteristics of response. Numerical examples based on one‐ and two‐dimensional problems are presented to examine the accuracy and convergence of the stochastic meshless method. A good agreement is obtained between the results of the proposed method and Monte Carlo simulation. Since mesh generation of complex structures can be a far more time‐consuming and costly effort than the solution of a discrete set of equations, the meshless method provides an attractive alternative to finite element method for solving stochastic mechanics problems. Copyright © 2001 John Wiley & Sons, Ltd.
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