Comparison of three algorithms generating virtual microstructures in terms of the degree of randomness
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. Ano...
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| Published in | Composites. Part A, Applied science and manufacturing Vol. 177; p. 107959 |
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| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
01.02.2024
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| Subjects | |
| Online Access | Get full text |
| ISSN | 1359-835X |
| DOI | 10.1016/j.compositesa.2023.107959 |
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| Abstract | 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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| AbstractList | 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. |
| ArticleNumber | 107959 |
| Author | Silva, Arlindo Camanho, P.P. Ding, Yongfeng |
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| CitedBy_id | crossref_primary_10_1016_j_compscitech_2024_110587 crossref_primary_10_1016_j_compositesa_2024_108479 crossref_primary_10_1016_j_engfracmech_2024_110010 crossref_primary_10_1016_j_compstruct_2024_118359 crossref_primary_10_1016_j_engstruct_2025_119805 crossref_primary_10_1016_j_matdes_2024_113376 |
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