A viscoelastic bonded particle model to predict rheology and mechanical properties of hydrogel spheres

IF 2.4 3区 工程技术 Granular Matter Pub Date : 2024-05-04 DOI:10.1007/s10035-024-01429-z
Michael Mascara, Chandan Shakya, Stefan Radl, Arno Mayrhofer, Christoph Kloss
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Abstract

The use of hydrogels has exponentially increased in recent years in many fields, such as biology, medicine, pharmaceuticals, agriculture, and more. These materials are so widely used because their mechanical properties change drastically with the different chemical compositions of the constituent polymer chains, making them highly versatile for different applications. We introduce a numerical simulation tool that relies on the Discrete Element Method to reproduce and predict the behavior of hydrogel spheres. We first use a benchmark test, namely an oscillatory compression test on a single hydrogel, to calibrate the model parameters, obtaining a good agreement on the material’s rheological properties. Specifically, we show that the normal modified storage and loss moduli, E’ and E”, obtained in the simulation match the experimental data with a small relative error, around 3%, for E’ and 11% for E”. This result aligns with recent work on numerical modeling of hydrogels, introducing a novel approach with bonded particles and a viscoelastic constitutive relation that can capture a wide range of applications thanks to the higher number of elements. Moreover, we validate the model on a particle-particle compression test by comparing the simulation output with the contact force in the compression direction, again obtaining promising results.

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预测水凝胶球流变性和机械性能的粘弹性粘合颗粒模型
摘要近年来,水凝胶在生物、医学、制药、农业等许多领域的应用呈指数级增长。这些材料之所以得到如此广泛的应用,是因为它们的机械性能会随着组成聚合物链的不同化学成分而发生急剧变化,从而使它们在不同的应用领域具有高度的通用性。我们介绍了一种数值模拟工具,它依靠离散元素法来重现和预测水凝胶球的行为。我们首先使用一个基准测试,即单个水凝胶的振荡压缩测试来校准模型参数,结果与材料的流变特性非常吻合。具体来说,我们表明模拟得到的法向修正存储模量和损耗模量(E'和 E")与实验数据吻合,相对误差很小,E'约为 3%,E "约为 11%。这一结果与最近有关水凝胶数值建模的工作相吻合,引入了一种带有粘结颗粒和粘弹性构成关系的新方法,由于元素数量较多,可以捕捉到广泛的应用。此外,我们通过比较模拟输出和压缩方向的接触力,在颗粒-颗粒压缩试验中验证了该模型,再次获得了令人鼓舞的结果。
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来源期刊
Granular Matter
Granular Matter MATERIALS SCIENCE, MULTIDISCIPLINARY-MECHANICS
CiteScore
4.30
自引率
8.30%
发文量
95
期刊介绍: Although many phenomena observed in granular materials are still not yet fully understood, important contributions have been made to further our understanding using modern tools from statistical mechanics, micro-mechanics, and computational science. These modern tools apply to disordered systems, phase transitions, instabilities or intermittent behavior and the performance of discrete particle simulations. >> Until now, however, many of these results were only to be found scattered throughout the literature. Physicists are often unaware of the theories and results published by engineers or other fields - and vice versa. The journal Granular Matter thus serves as an interdisciplinary platform of communication among researchers of various disciplines who are involved in the basic research on granular media. It helps to establish a common language and gather articles under one single roof that up to now have been spread over many journals in a variety of fields. Notwithstanding, highly applied or technical work is beyond the scope of this journal.
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