A coarse-grained multiscale model to simulate morphological changes of food-plant tissues undergoing drying
W D C C Wijerathne1, C M Rathnayaka, H C P Karunasena
1School of Chemistry, Physics, and Mechanical Engineering, Science and Engineering Faculty, Queensland University of Technology, 2 George St, Brisbane, 4001, Australia. yuantong.gu@qut.edu.au.
Soft Matter
|December 14, 2018
Summary
A novel multiscale numerical model using meshfree methods efficiently simulates bulk food-plant tissue deformation during drying. This approach significantly reduces computational time for accurate morphological change prediction.
Area of Science:
- Food Engineering
- Computational Biology
- Materials Science
Background:
- Numerical modeling optimizes food drying parameters for improved product quality.
- Meshfree numerical models excel at simulating cellular deformations during drying.
- Extending meshfree methods to bulk tissues is computationally intensive.
Purpose of the Study:
- To develop a novel coarse-grained multiscale numerical model for predicting bulk food-plant tissue deformation during drying.
- To overcome the computational challenges of simulating large-scale tissue changes.
Main Methods:
- Incorporation of meshfree features into a coarse-grained multiscale numerical model.
- Simulation of morphological changes in apple tissues at microscale and macroscale levels.
Main Results:
- Realistic simulation of apple tissue morphological changes achieved.
- Computational time reduced to 2% of previous methods for microscale and macroscale simulations.
- The proposed model offers more convenient computational implementation than contemporary multiscale models.
Conclusions:
- The novel meshfree-based multiscale model efficiently and accurately simulates drying-induced morphological changes in cellular materials.
- This approach shows potential for future expansion to heterogeneous plant tissues across different spatial scales.
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