Sokołowski Damian, Kamiński Marcin
Faculty of Civil Engineering, Architecture and Environmental Engineering, Łódź University of Technology, Al. Politechniki 6, 90-924 Łódź, Poland.
Materials (Basel). 2019 Sep 9;12(18):2909. doi: 10.3390/ma12182909.
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.
采用随机有限元方法和三种独立的概率公式,即十阶广义迭代随机摄动技术、蒙特卡罗模拟和半解析方法,分析了随机颗粒复合材料的滞后行为。本研究基于代表性体积单元(RVE)的计算均匀化,其主要重点是证明本构关系中随机应力对基体的影响,以及对有效(均匀化)介质中存储的变形能的影响。对于具有高斯概率密度函数的随机基体许用应力的不确定性增加的情况,通过加权最小二乘法算法对整个复合材料的能量关系进行了数值计算。该复合材料由两相组成,一相是表现出滞后行为的超弹性基体,另一相是位于RVE中心的线性弹性球形增强颗粒。对RVE施加振幅不断增加的循环拉伸,并使用有限元系统ABAQUS进行变形能计算。给出了均匀化介质的应力-应变历史,以说明给定复合材料的随机滞后现象,包括基体的极端力学性能和平均力学性能。除了许用应力的输入统计散射外,还确定并给出了RVE变形能的前四个概率矩和系数。