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International

                                                                         Journal of Bioprinting



                                        RESEARCH ARTICLE
                                        A preliminary investigation on the effect of

                                        ingredient flow speed in extrusion-based
                                        printing through experimental and

                                        theoretical approaches



                                        Phoebe Xin Ni Leam * , Aakanksha Pant 1 id , Jia An 2 id , Chen Huei Leo 2,3 id ,
                                                         1 id
                                        U-Xuan Tan 1,2 id , and Chee Kai Chua 1,2 id
                                        1 Pillar  of Engineering Product Development,  Singapore University  of  Technology and Design,
                                        Singapore, Singapore
                                        2 Centre for Healthcare Education, Entrepreneurship and Research @ SUTD (CHEERS), Singapore
                                        University of Technology and Design, Singapore, Singapore
                                        3
                                        Cluster of Science, Mathematics and Technology, Singapore University of Technology and Design,
                                        Singapore, Singapore
                                        (This article belongs to the Special Issue: Special Issue of International Journal of Bioprinting in the BDMC
                                        2023 Conference)

                                        Abstract

                                        Despite the widespread use of Foodini three-dimensional (3D) printers for 3D food
                                        printing, there is a lack of analysis regarding the effect of the ingredient flow speed in
                                        current food printing research. In this study, we utilized experimental and theoretical
            *Corresponding author:      approaches to investigate the effect of printing parameters in the 3D extrusion
            Phoebe Xin Ni Leam          process. In particular, the dot extrusion (no slicing required) and model extrusion
            (phoebe_leam@mymail.        (inclusive of text, shapes, 3D models, and clip art that require slicing) modes of
            sutd.edu.sg)
                                        operation were studied. In dot extrusion, the experimental results suggest that the
            Citation: Leam PXN, Pant A,    amount of food material extruded over a fixed time is constant and independent
            An J, Leo CH, Tan UX, Chua CK.
            A preliminary investigation on the   of the internal nozzle geometry. However, this only applies to food materials ≥20
            effect of ingredient flow speed in   mL, and there is a lack of control over the extrusion rate for the dot extrusion mode.
            extrusion-based printing    Moreover,  varying  the  ingredient  flow speed  did  not change  the  extrusion  time.
            through experimental
            and theoretical approaches.    In model extrusion, the resolution of the print was only affected by the ingredient
            Int J Bioprint. 2024;10(5):2787.   flow speed, and varying the printing speed did not affect the print resolution.
            doi: 10.36922/ijb.2787      A mathematical model was introduced to understand the complex relationship
            Received: January 19, 2024  between the printing process parameters and the extrusion resolution. The model
            Accepted: April 18, 2024    is unique as it accounts for the material properties of the food ink and the printer-
            Published Online: August 6, 2024  specific controls (i.e., ingredient flow speed). In this research, the experimental and
            Copyright: © 2024 Author(s).   theoretical approaches were considered independent investigations and provided
            This is an Open Access article   complementary insights, unlike the conventional prediction–validation relationship.
            distributed under the terms of the
            Creative Commons Attribution   Therefore, the findings of this study can be used as an alternative framework to
            License, permitting distribution,   understand future food printers. Overall, the preliminary findings underscore the
            and reproduction in any medium,   complexity introduced by a novel printer process parameter, namely ingredient flow
            provided the original work is
            properly cited.             speed. The study offers valuable insights into Foodini-based extrusion printing and
                                        serves as a foundational guide for further exploration in this evolving field.
            Publisher’s Note: AccScience
            Publishing remains neutral with
            regard to jurisdictional claims in
            published maps and institutional   Keywords: 3D food printing; Mathematical model; Extrusion-based printers;
            affiliations.               Shear-thinning materials



            Volume 10 Issue 5 (2024)                       217                                doi: 10.36922/ijb.2787
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