Assessing the dynamic extrusion-based 3D printing process for power-law fluid using numerical simulation
Numerical simulation was applied for the extrusion process in an extrusion-based food 3D printing. The rheological properties of the materials and their printing characteristics were also investigated. In this work, the distributions of velocity, local shear rate, viscosity and pressure of the mater...
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Published in | Journal of food engineering Vol. 275; p. 109861 |
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Main Authors | , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
Elsevier Ltd
01.06.2020
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Subjects | |
Online Access | Get full text |
ISSN | 0260-8774 1873-5770 |
DOI | 10.1016/j.jfoodeng.2019.109861 |
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Abstract | Numerical simulation was applied for the extrusion process in an extrusion-based food 3D printing. The rheological properties of the materials and their printing characteristics were also investigated. In this work, the distributions of velocity, local shear rate, viscosity and pressure of the materials during the extrusion process were calculated by the POLYFLOW software, and the relationship among the rheological properties, flow field distribution and printing characteristics of the materials had been described. The results showed that the pressure distribution in the flow field was directly proportional to the consistency index (K), and the pressure decreased with the increase of the flow behavior index (n), but not linearly proportional to the n. When the potato granules were added, the K value of the material increased, the n value decreased, the viscosity and pressure levels in the flow field increased, and the printing of the products deteriorated. When temperature was elevated, the K value of the material decreased, the n value remained constant initially but increased later, the viscosity level in the flow field decreased, the pressure level decreased initially and then increased slightly, the printing process became smoother, and the accuracy of the printed product enhanced. For the experimental 3D printer, the Power-law fluid had better printing characteristics when the K value was between 1000 Pa•sn and 1800 Pa•sn and the n value was between 0.15 and 0.3.
•Numerical simulation could reveal the dynamic extrusion process for 3D printing.•K and n values determine the flow field distribution.•K and n values change with fluid rheological properties, which in turn affect the printing characteristics.•Suitable range of K and n values for 3D printing was determined. |
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AbstractList | Numerical simulation was applied for the extrusion process in an extrusion-based food 3D printing. The rheological properties of the materials and their printing characteristics were also investigated. In this work, the distributions of velocity, local shear rate, viscosity and pressure of the materials during the extrusion process were calculated by the POLYFLOW software, and the relationship among the rheological properties, flow field distribution and printing characteristics of the materials had been described. The results showed that the pressure distribution in the flow field was directly proportional to the consistency index (K), and the pressure decreased with the increase of the flow behavior index (n), but not linearly proportional to the n. When the potato granules were added, the K value of the material increased, the n value decreased, the viscosity and pressure levels in the flow field increased, and the printing of the products deteriorated. When temperature was elevated, the K value of the material decreased, the n value remained constant initially but increased later, the viscosity level in the flow field decreased, the pressure level decreased initially and then increased slightly, the printing process became smoother, and the accuracy of the printed product enhanced. For the experimental 3D printer, the Power-law fluid had better printing characteristics when the K value was between 1000 Pa•sn and 1800 Pa•sn and the n value was between 0.15 and 0.3.
•Numerical simulation could reveal the dynamic extrusion process for 3D printing.•K and n values determine the flow field distribution.•K and n values change with fluid rheological properties, which in turn affect the printing characteristics.•Suitable range of K and n values for 3D printing was determined. Numerical simulation was applied for the extrusion process in an extrusion-based food 3D printing. The rheological properties of the materials and their printing characteristics were also investigated. In this work, the distributions of velocity, local shear rate, viscosity and pressure of the materials during the extrusion process were calculated by the POLYFLOW software, and the relationship among the rheological properties, flow field distribution and printing characteristics of the materials had been described. The results showed that the pressure distribution in the flow field was directly proportional to the consistency index (K), and the pressure decreased with the increase of the flow behavior index (n), but not linearly proportional to the n. When the potato granules were added, the K value of the material increased, the n value decreased, the viscosity and pressure levels in the flow field increased, and the printing of the products deteriorated. When temperature was elevated, the K value of the material decreased, the n value remained constant initially but increased later, the viscosity level in the flow field decreased, the pressure level decreased initially and then increased slightly, the printing process became smoother, and the accuracy of the printed product enhanced. For the experimental 3D printer, the Power-law fluid had better printing characteristics when the K value was between 1000 Pa•sⁿ and 1800 Pa•sⁿ and the n value was between 0.15 and 0.3. |
ArticleNumber | 109861 |
Author | Yu, Yongming Zhang, Liang Hu, Xiaojia Deng, Yamin Zhang, Hong Liu, Qiannan Bi, Chao Wei, Wensong Zhang, Nana Tan, Yaoyao |
Author_xml | – sequence: 1 givenname: Qiannan surname: Liu fullname: Liu, Qiannan organization: Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences (CAAS)/Key Laboratory of Agro-Products Processing, Ministry of Agriculture, Beijing, 100193, China – sequence: 2 givenname: Nana surname: Zhang fullname: Zhang, Nana organization: Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences (CAAS)/Key Laboratory of Agro-Products Processing, Ministry of Agriculture, Beijing, 100193, China – sequence: 3 givenname: Wensong surname: Wei fullname: Wei, Wensong organization: Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences (CAAS)/Key Laboratory of Agro-Products Processing, Ministry of Agriculture, Beijing, 100193, China – sequence: 4 givenname: Xiaojia surname: Hu fullname: Hu, Xiaojia organization: Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences (CAAS)/Key Laboratory of Agro-Products Processing, Ministry of Agriculture, Beijing, 100193, China – sequence: 5 givenname: Yaoyao surname: Tan fullname: Tan, Yaoyao organization: Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences (CAAS)/Key Laboratory of Agro-Products Processing, Ministry of Agriculture, Beijing, 100193, China – sequence: 6 givenname: Yongming surname: Yu fullname: Yu, Yongming organization: Hefei CAAS Nutridoer Co. Ltd., Academy of Food Nutrition and Health Innovation, Chinese Academy of Agricultural Sciences, Hefei, 238000, China – sequence: 7 givenname: Yamin surname: Deng fullname: Deng, Yamin organization: Hefei CAAS Nutridoer Co. Ltd., Academy of Food Nutrition and Health Innovation, Chinese Academy of Agricultural Sciences, Hefei, 238000, China – sequence: 8 givenname: Chao surname: Bi fullname: Bi, Chao organization: College of Mechanical Electrical Engineering, Beijing University of Chemical Technology, Beijing, 100029, China – sequence: 9 givenname: Liang surname: Zhang fullname: Zhang, Liang email: zhangliang19870314@163.com organization: Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences (CAAS)/Key Laboratory of Agro-Products Processing, Ministry of Agriculture, Beijing, 100193, China – sequence: 10 givenname: Hong surname: Zhang fullname: Zhang, Hong email: zhang.h07@hotmail.com organization: Hefei CAAS Nutridoer Co. Ltd., Academy of Food Nutrition and Health Innovation, Chinese Academy of Agricultural Sciences, Hefei, 238000, China |
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SubjectTerms | computer software extrusion Food 3D printing mathematical models Numerical simulation potatoes Printing characteristics Rheological properties temperature three-dimensional printing viscosity |
Title | Assessing the dynamic extrusion-based 3D printing process for power-law fluid using numerical simulation |
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