A new approach to rapidly generate random periodic representative volume elements for microstructural assessment of high volume fraction composites
Loading...
Date
2018-07-15
Authors
Li, Geng
Sharifpour, Farzad
Bahmani, Aram
Montesano, John
Journal Title
Journal ISSN
Volume Title
Publisher
Elsevier
Abstract
An algorithm based on event-driven molecular dynamics theory was developed to rapidly generate periodic representative volume elements (RVEs) with nonuniform distributions for both unidirectional fibre-reinforced and spherical particle-reinforced composites. Detailed statistical analyses were conducted for assessing the ability to generate RVEs with nonuniformly dispersed microstructures and either constant or random inclusion sizes for a wide range of volume fractions. The generated microstructures were directly compared with available microstructural optical images of a composite material, showing excellent statistical correlation and providing validation for the developed RVE generation approach. For further validation, finite element analysis was conducted using the generated RVEs in order to evaluate volume averaged elastic constants. The expected isotropic characteristics of the RVEs were correctly calculated, and excellent correlations with experimental data from the literature provided additional support for the algorithm accuracy. The versatile algorithm can rapidly generate RVEs with realistic reinforcement dispersions and high volume fractions up to 80%, which is advantageous compared to other algorithms. The proposed algorithm can be used as a design tool to accurately evaluate and tailor the mechanical properties of distinct composite material systems, and for their microstructural assessment including local damage predictions.
Description
The final publication is available at Elsevier via https://dx.doi.org/10.1016/j.matdes.2018.04.031 © 2018. This manuscript version is made available under the CC-BY-NC-ND 4.0 license https://creativecommons.org/licenses/by-nc-nd/4.0/
Keywords
Computational micro-mechanics, Event-driven molecular dynamics, High volume fractions, Nonuniform reinforcement dispersion, Polymer-matrix composites (PMCs), Representative volume element (RVE) generation