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Comparison of three algorithms generating virtual microstructures in terms of the degree of randomness
Journal article   Peer reviewed

Comparison of three algorithms generating virtual microstructures in terms of the degree of randomness

Yongfeng Ding, P. P. Camanho and Arlindo Silva
Composites. Part A, Applied science and manufacturing, Vol.177, p.107959
01/02/2024

Abstract

Engineering Engineering, Manufacturing Materials Science Materials Science, Composites Science & Technology Technology
The degree of randomness of fibre arrangements within the resin area is of great importance to the composites' micro-distribution of stress and strain. A new algorithm, hard-core model & random shaking model, is developed to generate the unidirectional continuous fibre-reinforced composites. Another two algorithms, the random sequential expansion model and the initially periodic shaking model are presented and improved to generate the representative volume element microstructures. Statistical analyses are performed to compare these representative volume element microstructures generated by different algorithms at different fibre volume fractions. A quantitative approach is first applied to provide the exact degree of randomness of both virtual and real microstructures. Results of qualitative and quantitative analyses show that the novel algorithm is capable of generating statistically equivalent fibre distributions to real continuous fibre-reinforced composites.

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