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Application of a coupled smoothed particle hydrodynamics (SPH) and coarse-grained (CG) numerical modelling approach to study three-dimensional (3-D) deformations of single cells of different food-plant materials during drying
- Source :
- Soft Matter
- Publication Year :
- 2018
-
Abstract
- Numerical modelling has gained popularity in many science and engineering streams due to the economic feasibility and advanced analytical features compared to conventional experimental and theoretical models. Food drying is one of the areas where numerical modelling is increasingly applied to improve drying process performance and product quality. This investigation applies a three dimensional (3-D) Smoothed Particle Hydrodynamics (SPH) and Coarse-Grained (CG) numerical approach to predict the morphological changes of different categories of food-plant cells such as apple, grape, potato and carrot during drying. To validate the model predictions, experimental findings from in-house experimental procedures (for apple) and sources of literature (for grape, potato and carrot) have been utilised. The subsequent comaprison indicate that the model predictions demonstrate a reasonable agreement with the experimental findings, both qualitatively and quantitatively. In this numerical model, a higher computational accuracy has been maintained by limiting the consistency error below 1% for all four cell types. The proposed meshfree-based approach is well-equipped to predict the morphological changes of plant cellular structure over a wide range of moisture contents (10% to 100% dry basis). Compared to the previous 2-D meshfree-based models developed for plant cell drying, the proposed model can draw more useful insights on the morphological behaviour due to the 3-D nature of the model. In addition, the proposed computational modelling approach has a high potential to be used as a comprehensive tool in many other tissue morphology related investigations.
- Subjects :
- Food plant
Models, Molecular
090302 Biomechanical Engineering
Theoretical models
Dry basis
090407 Process Control and Simulation
Smoothed-particle hydrodynamics
090805 Food Processing
0404 agricultural biotechnology
Consistency (statistics)
Cell Wall
Range (statistics)
091308 Solid Mechanics
Desiccation
010399 Numerical and Computational Mathematics not elsewhere classified
Mathematics
010301 Numerical Analysis
091307 Numerical Modelling and Mechanical Characterisation
Moisture
Economic feasibility
010202 Biological Mathematics
04 agricultural and veterinary sciences
General Chemistry
Condensed Matter Physics
040401 food science
090499 Chemical Engineering not elsewhere classified
Hydrodynamics
090802 Food Engineering
Plants, Edible
010302 Numerical Solution of Differential and Integral Equations
Biological system
Subjects
Details
- ISSN :
- 17446848
- Volume :
- 14
- Issue :
- 11
- Database :
- OpenAIRE
- Journal :
- Soft matter
- Accession number :
- edsair.doi.dedup.....5edc5f5b6037760ba30a15db8e66416e