A coarse-grained multiscale model to simulate morphological changes of food-plant tissues undergoing drying
Warshamana Dewayalage, Chathura, Rathnayaka Mudiyanselage, Charith, Karunasena, H.C.P., Senadeera, Wijitha, Sauret, Emilie, Turner, Ian, & Gu, YuanTong (2019) A coarse-grained multiscale model to simulate morphological changes of food-plant tissues undergoing drying. Soft Matter, 15(5), pp. 901-916.
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Description
Numerical modelling has emerged as a powerful and effective tool to study various dynamic behaviours of biological matter. Such numerical modelling tools have contributed to the optimisations of food drying parameters leading to higher quality end-products in the field of food engineering. In this context, one of the most recent developments is the meshfree-based numerical models, which have demonstrated enhanced capabilities to model cellular deformations during drying, providing many benefits compared to conventional grid-based modelling approaches. However, the potential extension of this method for simulating bulk level tissues has been a challenge due to the increased requirement for higher computational time and resources. As a solution for this, by incorporating meshfree features, a novel coarse-grained multiscale numerical model is proposed in this work to predict bulk level (macroscale) deformations of food-plant tissues during drying. Accordingly, realistic simulation of morphological changes of apple tissues can now be performed with just 2% of the previous computational time in microscale and macroscale simulations can also be conducted. Compared to contemporary multiscale models, this modelling approach provides more convenient computational implementation as well. Thus, this novel approach can be recommended for efficiently and accurately simulating morphological changes of cellular materials undergoing drying processes, while confirming its potential future expansion to efficiently and accurately predict morphological changes of heterogeneous plant tissues in different spatial scales.
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| ID Code: | 123790 | ||||||||
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| Item Type: | Contribution to Journal (Journal Article) | ||||||||
| Refereed: | Yes | ||||||||
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| Measurements or Duration: | 16 pages | ||||||||
| Keywords: | CG beads, Coarse-grained multiscale modelling, Coarse-graining, Computational time saving, Drying, Food drying, Food-plant tissues, Macroscale, Meshfree models, Microscale, Multiscale modelling, Numerical modelling, Tissue drying | ||||||||
| DOI: | 10.1039/c8sm01593g | ||||||||
| ISSN: | 1744-6848 | ||||||||
| Pure ID: | 33441601 | ||||||||
| Divisions: | Past > Institutes > Institute for Future Environments Past > QUT Faculties & Divisions > Science & Engineering Faculty Current > Research Centres > ARC Centre of Excellence for Mathematical & Statistical Frontiers (ACEMS) |
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| Copyright Owner: | Consult author(s) regarding copyright matters | ||||||||
| Copyright Statement: | This work is covered by copyright. Unless the document is being made available under a Creative Commons Licence, you must assume that re-use is limited to personal use and that permission from the copyright owner must be obtained for all other uses. If the document is available under a Creative Commons License (or other specified license) then refer to the Licence for details of permitted re-use. It is a condition of access that users recognise and abide by the legal requirements associated with these rights. If you believe that this work infringes copyright please provide details by email to qut.copyright@qut.edu.au | ||||||||
| Deposited On: | 17 Dec 2018 09:08 | ||||||||
| Last Modified: | 20 Apr 2026 01:58 |
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