Suppr超能文献

Pizza3:一种通用的模拟框架,用于模拟食品力学和食品解构问题。

Pizza3: A general simulation framework to simulate food-mechanical and food-deconstruction problems.

机构信息

UMR 0782 SayFood ParisSaclay Food and Bioproducts Engineering Research Unit, Group Modeling and Computational Engineering, INRAE, AgroParisTech, Paris-Saclay University, Palaiseau 91120, Ile-de-France, France.

Global Core R&D, Cargill R&D, Wayzata 55391, MN, USA.

出版信息

Food Res Int. 2024 Oct;194:114908. doi: 10.1016/j.foodres.2024.114908. Epub 2024 Aug 14.

Abstract

Current mesh-based simulation approaches face significant challenges in continuously modeling the mechanical behaviors of foods through processing, storage, deconstruction, and digestion. This is primarily due to the limitations of continuum mechanics in dealing with systems characterized by free boundaries, substantial deformations, mechanical failures, and non-homogenized mechanical properties. The dynamic nature of food microstructure and the transformation of the food bolus, in relation to its composition, present formidable obstacles in computer-aided food design. In response, the Pizza3 project adopts an innovative methodology, utilizing an explicit microstructural representation to construct and subsequently deconstruct food products in a modular, Lego-like fashion. Central to this simulation approach are "food atoms", conceptualized from the principles of smoothed particle hydrodynamics. These units are significantly larger than actual atoms but are finely scaled to represent both solid and liquid states of food faithfully. In solid phases, food atoms interact via pairwise forces akin to bond-peridynamic methods, thus extending the capabilities of continuum mechanics to encompass large deformations and fracturing phenomena. For liquids, the model employs artificial conservative and dissipative forces, enabling the simulation of a variety of phenomena within the framework of partial compressibility. The interaction dynamics between rigid and soft objects and fluids are accurately captured through Hertzian contact mechanics, offering a versatile parameterization applicable to impermeable (but possibly penetrable) surfaces and enforcing no-slip conditions. The efficacy of this framework is showcased through the successful modeling of three time-dependent 3D scenarios, each rigorously validated against established analytical and experimental models. Advancing beyond these initial applications, the framework is further extended to more intricate cases inadequately addressed in current literature. This extension sheds light on the underlying mechanisms of in-mouth texture perception, offering new insights and tools for food engineering and design.

摘要

当前基于网格的模拟方法在连续模拟食品通过加工、储存、解构和消化过程中的力学行为方面面临重大挑战。这主要是由于连续力学在处理具有自由边界、大变形、力学失效和非均匀力学性能的系统方面的局限性。食品微观结构的动态性质以及与食品组成相关的食品团块的转化,给计算机辅助食品设计带来了巨大的障碍。为此,Pizza3 项目采用了一种创新的方法,利用显式微观结构表示法,以模块化、乐高式的方式构建和随后解构食品。这种模拟方法的核心是“食品原子”,它是从平滑粒子流体动力学的原理中构思出来的。这些单元比实际原子大得多,但精细地缩放以忠实地表示食品的固液两种状态。在固相中,食品原子通过类似于键-延拓动力学方法的成对力相互作用,从而扩展了连续力学的能力,以包含大变形和断裂现象。对于液体,该模型采用人工保守和耗散力,从而在部分可压缩性的框架内模拟各种现象。通过赫兹接触力学准确捕捉刚体和软体以及流体之间的相互作用动力学,提供了一种适用于不可渗透(但可能可穿透)表面的多功能参数化方法,并强制执行无滑移条件。通过成功模拟三个依赖时间的 3D 场景,该框架的有效性得到了展示,每个场景都经过了严格的验证,与已建立的分析和实验模型相吻合。超越这些初始应用,该框架进一步扩展到当前文献中未充分涉及的更复杂情况。这种扩展揭示了口腔内质地感知的潜在机制,为食品工程和设计提供了新的见解和工具。

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验