Structural stochastic responses determination via a sample-based stochastic finite element method
نویسندگان
چکیده
This paper presents a new stochastic finite element method for computing structural responses. The provides expansion of response and decouples the into combination series deterministic responses with random variable coefficients. A dedicated iterative algorithm is proposed to determine corresponding coefficients one by one. computes in their individual space insensitive dimensions, thus it can be applied high dimensional problems readily without extra difficulties. More importantly, computed efficiently use existing Finite Element Method (FEM) solvers, easy embed FEM analysis softwares. Three practical examples, including low-dimensional high-dimensional problems, are given demonstrate accuracy effectiveness method.
منابع مشابه
Finite Element Stochastic Analysis
Numerical models can be valuable tools in the prediction of seepage. The results can often be misleading if proper variational analysis is not performed. Measurement of the soil-water characteristic curve (SWCC) or saturated and unsaturated hydraulic conductivity information is often neglected or minimized. The modeller is therefore forced to develop a seepage model based on estimated soil prop...
متن کاملA Stochastic Finite Element Method for Stochastic Parabolic Equations Driven by Purely Spatial Noise
We consider parabolic SPDEs driven by purely spatial noise, and show the existence of solutions with random initial data and forcing terms. We perform error analysis for the semi-discrete stochastic finite element method applied to a class of equations with self-adjoint differential operators that are independent of time. The analysis employs the formal stochastic adjoint problem and the corres...
متن کاملA Variational Multiscale Stabilized Finite Element Method for Stochastic Advection-Diffusion and Stochastic Incompress- ible Flow
An extension of the deterministic variational multiscale (VMS) approach with algebraic subgrid scale (SGS) modeling is considered for developing stabilized finite element formulations for the linear stochastic scalar advection-diffusion equation and the incompressible stochastic Navier-Stokes equations. The stabilized formulations are numerically implemented using the spectral stochastic formul...
متن کاملA Finite Element Method via Noise Regularization for the Stochastic Allen-cahn Problem
We study finite element approximations of stochastic partial differential equations of Ginzburg-Landau type and the main paradigm considered in this paper is the stochastic Allen-Cahn model. We first demonstrate that the constructed stochastic finite element approximations are within an arbitrary level of tolerance from the corresponding one-dimensional stochastic partial differential equation;...
متن کاملFull-discrete Finite Element Method for Stochastic Hyperbolic Equation
This paper is concerned with the finite element method for the stochastic wave equation and the stochastic elastic equation driven by space-time white noise. For simplicity, we rewrite the two types of stochastic hyperbolic equations into a unified form. We convert the stochastic hyperbolic equation into a regularized equation by discretizing the white noise and then consider the full-discrete ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Computer Methods in Applied Mechanics and Engineering
سال: 2021
ISSN: ['0045-7825', '1879-2138']
DOI: https://doi.org/10.1016/j.cma.2021.113824