Qin Zhou, Li Zhihua, Zou Xiaobo, Guo Ziang, Wang Siwen, Chen Zhiyang
Agricultural Product Processing and Storage Lab, School of Food and Biological Engineering, Jiangsu University, Zhenjiang 212013, China.
International Joint Research Laboratory of Intelligent Agriculture and Agro-Products Processing, Jiangsu Education Department, Zhenjiang 212013, China.
Foods. 2024 Mar 14;13(6):881. doi: 10.3390/foods13060881.
The food industry holds immense promise for 3D printing technology. Current research focuses mainly on optimizing food material composition, molding characteristics, and printing parameters. However, there is a notable lack of comprehensive studies on the shape changes of food products, especially in modeling and simulating deformations. This study addresses this gap by conducting a detailed simulation of the starch gel printing and deformation process using COMSOL Multiphysics 6.2 software. Additive manufacturing (AM) technology is widely acclaimed for its user-friendly operation and cost-effectiveness. The 3D printing process may lead to changes in part dimensions and mechanical properties, attributable to the accumulation of residual stresses. Studies require a significant amount of time and effort to discover the optimal composition of the printed material and the most effective deformed 3D structure. There is a risk of failure, which can lead to wasted resources and research delays. To tackle this issue, this study thoroughly analyzes the physical properties of the gel material through COMSOL Multiphysics 6.2 software, It simulates the heat distribution during the 3D printing process, providing important insights into how materials melt and solidify. Three-part models with varying aspect ratios were meticulously designed to explore shape changes during both the printing process and exposure to an 80 °C environment, employing NMR and rheological characterization. Using the generalized Maxwell model for material simulation in COMSOL Multiphysics, the study predicted stress and deformation of the parts by analyzing solid heat transfer and solid mechanics physical fields. Simulation results showed that among three models utilizing a gel-PET plastic membrane bilayer structure, Model No. 1, with the largest aspect ratio, exhibited the most favorable deformation under an 80 °C baking environment. It displayed uniform bending in the transverse direction without significant excess warpage in the edge direction. In contrast, Models No. 2 and No. 3 showed varying degrees of excess warpage at the edges, with Model No. 3 exhibiting a more pronounced warpage. These findings closely aligned with the actual printing outcomes.
食品工业对3D打印技术有着巨大的前景。当前的研究主要集中在优化食品材料成分、成型特性和打印参数上。然而,对于食品产品形状变化的综合研究明显不足,尤其是在建模和模拟变形方面。本研究通过使用COMSOL Multiphysics 6.2软件对淀粉凝胶打印和变形过程进行详细模拟,填补了这一空白。增材制造(AM)技术因其操作简便和成本效益高而广受赞誉。3D打印过程可能会导致零件尺寸和机械性能的变化,这归因于残余应力的积累。研究需要大量的时间和精力来发现打印材料的最佳成分和最有效的变形3D结构。存在失败的风险,这可能导致资源浪费和研究延迟。为了解决这个问题,本研究通过COMSOL Multiphysics 6.2软件全面分析了凝胶材料的物理特性,模拟了3D打印过程中的热分布,为材料的熔化和凝固提供了重要的见解。精心设计了具有不同长宽比的三部分模型,以利用核磁共振和流变学表征探索打印过程中和暴露于80°C环境期间的形状变化。在COMSOL Multiphysics中使用广义麦克斯韦模型进行材料模拟,该研究通过分析固体传热和固体力学物理场来预测零件的应力和变形。模拟结果表明,在使用凝胶-PET塑料膜双层结构的三个模型中,长宽比最大的1号模型在80°C烘烤环境下表现出最有利的变形。它在横向显示出均匀的弯曲,在边缘方向没有明显的过度翘曲。相比之下,2号和3号模型在边缘处表现出不同程度的过度翘曲,3号模型的翘曲更为明显。这些发现与实际打印结果密切相符。