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Hysteretic Behavior of Random Particulate Composites by the Stochastic Finite Element Method

Hysteretic behavior of random particulate composite was analyzed using the stochastic finite element method and three independent probabilistic formulations, i.e., generalized iterative stochastic perturbation technique of the tenth order, Monte-Carlo simulation, and semi-analytical method. This stu...

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Autores principales: Sokołowski, Damian, Kamiński, Marcin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6766218/
https://www.ncbi.nlm.nih.gov/pubmed/31505784
http://dx.doi.org/10.3390/ma12182909
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author Sokołowski, Damian
Kamiński, Marcin
author_facet Sokołowski, Damian
Kamiński, Marcin
author_sort Sokołowski, Damian
collection PubMed
description Hysteretic behavior of random particulate composite was analyzed using the stochastic finite element method and three independent probabilistic formulations, i.e., generalized iterative stochastic perturbation technique of the tenth order, Monte-Carlo simulation, and semi-analytical method. This study was based on computational homogenization of the representative volume element (RVE), and its main focus was to demonstrate an influence of random stress in constitutive relation to the matrix on the deformation energies stored in the effective (homogenized) medium. This was done numerically for an increasing uncertainty of random matrix admissible stress with a Gaussian probability density function, for which the relations to the energies of the entire composite were approximated via the weighted least squares method algorithm. This composite was made of two phases, a hyper-elastic matrix exhibiting hysteretic behavior and a linear elastic spherical reinforcing particle located centrally in the RVE. The RVE was subjected to a cyclic stretch with an increasing amplitude, and computations of deformation energies were carried out using the finite element method system ABAQUS. A stress–strain history of the homogenized medium has been presented for the extreme and for the mean mechanical properties of the matrix to illustrate the random hysteresis of the given composite. The first four probabilistic moments and coefficients of the RVE deformation energy were determined and have been presented in addition to the input statistical scattering of the admissible stresses.
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spelling pubmed-67662182019-09-30 Hysteretic Behavior of Random Particulate Composites by the Stochastic Finite Element Method Sokołowski, Damian Kamiński, Marcin Materials (Basel) Article Hysteretic behavior of random particulate composite was analyzed using the stochastic finite element method and three independent probabilistic formulations, i.e., generalized iterative stochastic perturbation technique of the tenth order, Monte-Carlo simulation, and semi-analytical method. This study was based on computational homogenization of the representative volume element (RVE), and its main focus was to demonstrate an influence of random stress in constitutive relation to the matrix on the deformation energies stored in the effective (homogenized) medium. This was done numerically for an increasing uncertainty of random matrix admissible stress with a Gaussian probability density function, for which the relations to the energies of the entire composite were approximated via the weighted least squares method algorithm. This composite was made of two phases, a hyper-elastic matrix exhibiting hysteretic behavior and a linear elastic spherical reinforcing particle located centrally in the RVE. The RVE was subjected to a cyclic stretch with an increasing amplitude, and computations of deformation energies were carried out using the finite element method system ABAQUS. A stress–strain history of the homogenized medium has been presented for the extreme and for the mean mechanical properties of the matrix to illustrate the random hysteresis of the given composite. The first four probabilistic moments and coefficients of the RVE deformation energy were determined and have been presented in addition to the input statistical scattering of the admissible stresses. MDPI 2019-09-09 /pmc/articles/PMC6766218/ /pubmed/31505784 http://dx.doi.org/10.3390/ma12182909 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Sokołowski, Damian
Kamiński, Marcin
Hysteretic Behavior of Random Particulate Composites by the Stochastic Finite Element Method
title Hysteretic Behavior of Random Particulate Composites by the Stochastic Finite Element Method
title_full Hysteretic Behavior of Random Particulate Composites by the Stochastic Finite Element Method
title_fullStr Hysteretic Behavior of Random Particulate Composites by the Stochastic Finite Element Method
title_full_unstemmed Hysteretic Behavior of Random Particulate Composites by the Stochastic Finite Element Method
title_short Hysteretic Behavior of Random Particulate Composites by the Stochastic Finite Element Method
title_sort hysteretic behavior of random particulate composites by the stochastic finite element method
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6766218/
https://www.ncbi.nlm.nih.gov/pubmed/31505784
http://dx.doi.org/10.3390/ma12182909
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