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Understanding the interplay between particle shape, grading and sample density on the behaviour of granular assemblies: A DEM approach 了解颗粒形状、级配和样品密度对颗粒集合体行为的相互影响:DEM 方法
IF 2.4 3区 工程技术 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2024-01-05 DOI: 10.1007/s10035-023-01383-2
Peter Adesina, Catherine O’Sullivan, Teng Wang

This study investigates the interplay between particle shape, grading and initial sample density, three of the most important factors influencing the mechanical behaviour of sheared granular assemblies. Using the discrete element method (DEM), two-dimensional assemblies of varying initial sample density, particle aspect ratio, (AR), and coefficients of uniformity, ({C}_{u}), were prepared and subjected to drained biaxial shearing until the critical state was reached. We assessed the interplay between each of these parameters by evaluating whether the effect of any given parameter on a mechanical quantity is influenced by any other parameter. Our analyses show that the effect of some of these key parameters on mechanical response, can indeed be influenced by other key parameters. The effect of the particle (AR) on the peak shear strength for the initially dense assemblies differs when compared with the medium-dense assemblies. The mechanical coordination number of the assemblies at the initial state correlates with the peak strength thereby explaining the interplay between particle (AR) and initial sample density on the peak shear strength. The linear relationship established between strength and dilatancy for a combination of all assemblies studied suggests that the strength-dilatancy relationship is a unique characteristic of granular assemblies. The dilatancy of the assemblies correlates strongly with the amount of contacts lost during shearing. The interplays found between particle shape, grading and initial sample density in this study show that to develop robust constitutive models for the prediction of granular material behaviour, the effects of multiple factors must be considered.

Graphic abstract

本研究探讨了颗粒形状、级配和初始样品密度这三个影响剪切颗粒集合体机械行为的最重要因素之间的相互作用。使用离散元素法(DEM),制备了不同初始样品密度、颗粒长宽比((AR))和均匀系数(({C}_{u}))的二维组合体,并对其进行排水双轴剪切,直到达到临界状态。我们通过评估任何给定参数对机械量的影响是否会受到任何其他参数的影响,来评估这些参数之间的相互作用。我们的分析表明,其中一些关键参数对机械响应的影响确实会受到其他关键参数的影响。颗粒(AR )对初始致密装配体峰值剪切强度的影响与中等致密装配体不同。装配体在初始状态下的机械配位数与峰值强度相关,从而解释了颗粒(AR)和初始样品密度对峰值剪切强度的相互影响。所研究的所有组合物的强度和膨胀率之间的线性关系表明,强度-膨胀率关系是颗粒组合物的一个独特特征。组合体的扩张性与剪切过程中失去的接触量密切相关。本研究中发现的颗粒形状、级配和初始样品密度之间的相互作用表明,要建立预测颗粒材料行为的稳健构成模型,必须考虑多种因素的影响。
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引用次数: 0
Quantifying three-dimensional sphericity indices of irregular fine particles from 2D images through sequential sieving tests 通过顺序筛分试验,从二维图像中量化不规则细颗粒的三维球度指数
IF 2.4 3区 工程技术 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2023-12-25 DOI: 10.1007/s10035-023-01376-1
Farzad Kaviani-Hamedani, Mohammad Esmailzade, Kianoush Adineh, Morteza Shafiei, Danial Shirkavand

This study aims to suggest a new method for predicting 3D sphericity through traditional 2D image processing through a novel sieving analysis. The 3D sphericity indices of grains (over 3000 particles for each material) from seven irregular granular materials are determined using μCT slices. These indices are then compared with existing 2D indices obtained through SEM image processing. Additionally, seven synthetic materials (semi-regular in size and shape) are also assessed to account for unusual particle shapes. The findings shed light on the role of sphericity in the rate at which particles pass through sieve openings. The results indicate that the initial passing rate of grains is strongly correlated with the 3D sphericity indices, which significantly decrease as sphericity decreases. The proposed method involves a sequential sieving test, performed similarly to the conventional sieving test but conducted sequentially at different time steps. Several correlations between 3D sphericity and its 2D counterparts are presented, which can successfully predict the 3D sphericity indices. Additionally, two empirical equations are proposed to predict the most frequent flatness and elongation aspect ratios, used in the Zingg diagram. Furthermore, the grading analysis derived from both 2D and 3D image processing is compared with sieve analysis. The results show that, unlike the 2D results, the grading curves obtained from 3D image processing are in excellent agreement with the sieve analysis. A corrected grading curve, derived from traditional 2D image processing, is proposed to align with 3D grading curves.

本研究旨在通过新颖的筛分分析,提出一种通过传统二维图像处理预测三维球度的新方法。研究使用 μCT 切片测定了七种不规则颗粒材料的颗粒(每种材料超过 3000 个颗粒)的三维球度指数。然后将这些指数与通过 SEM 图像处理获得的现有 2D 指数进行比较。此外,还对七种合成材料(尺寸和形状半规则)进行了评估,以考虑不寻常的颗粒形状。研究结果阐明了球形度在颗粒通过筛孔速度中的作用。结果表明,颗粒的初始通过率与三维球度指数密切相关,随着球度的减小,三维球度指数显著降低。所提出的方法包括顺序筛分试验,与传统筛分试验类似,但在不同时间步骤顺序进行。提出了三维球度与二维球度之间的几种相关性,可以成功预测三维球度指数。此外,还提出了两个经验方程,用于预测辛格图中最常用的扁平率和伸长率。此外,还将二维和三维图像处理得出的分级分析与筛分分析进行了比较。结果表明,与二维结果不同,三维图像处理得出的分级曲线与筛分分析结果非常吻合。为了与三维分级曲线保持一致,我们提出了一种由传统二维图像处理得出的校正分级曲线。
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引用次数: 0
From solid-like to floating: evolution of dense granular cluster in dissipation behavior 从固态到浮动:致密颗粒团簇在耗散行为中的演变
IF 2.4 3区 工程技术 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2023-12-21 DOI: 10.1007/s10035-023-01385-0
Kai Zhang, Meng Chen, Farong Kou, Fugui Sun

Granular materials used for vibration reduction often show dense granular clusters in engineering practice. Nevertheless, there are great differences in the damping effect between different dense granular clusters. In this work, discrete element simulations are performed to investigate the evolution of dense granular cluster in dissipation behavior by vertically vibrating a quasi-2D granular container with constant excitation frequency but different excitation amplitude, which reveals nine different granular motion patterns. Simulation results indicate that, with the increase of excitation amplitude, the internal configuration of dense granular cluster in granular container evolves gradually from static-disordered to dynamic-disordered and then dynamic-ordered, and finally becomes loose. The scope of high damping granular phases (HDGPs) is finalized based on the friction dissipation mechanism of granular balls in four dynamic-ordered dense granular clusters, where there may be reversible granular jamming transitions. The universal dynamical behavior of dense granular clusters in HDGPs is revealed, which contributes to obtaining the optimal granular damping effect by controlling the motion pattern of vibrated granular materials.

Graphical abstract

在工程实践中,用于减震的粒状材料通常表现为致密的粒状团块。然而,不同致密颗粒团块的阻尼效果存在很大差异。本文通过离散元模拟,以恒定的激励频率和不同的激励振幅垂直振动准二维颗粒容器,研究了致密颗粒簇在耗散行为中的演变,揭示了九种不同的颗粒运动模式。仿真结果表明,随着激励振幅的增大,颗粒容器中致密颗粒团的内部构型由静态有序逐渐演变为动态有序,再到动态有序,最后变得松散。高阻尼颗粒相(HDGPs)的范围是根据颗粒球在四个动态有序致密颗粒团中的摩擦耗散机制确定的,其中可能存在可逆的颗粒堵塞过渡。揭示了 HDGPs 中致密颗粒簇的普遍动力学行为,有助于通过控制振动颗粒材料的运动模式获得最佳颗粒阻尼效果。
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引用次数: 0
Properties of interaction networks in compressed two and three dimensional particulate systems 压缩二维和三维微粒系统中相互作用网络的特性
IF 2.4 3区 工程技术 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2023-12-19 DOI: 10.1007/s10035-023-01379-y
L. Kovalcinova, A. Taranto, L. Kondic

We consider two (2D) and three (3D) dimensional granular systems exposed to compression, and ask what is the influence of the number of physical dimensions on the properties of the interaction networks that spontaneously form as these systems evolve. The study is carried out based on discrete element simulations of frictional disks in 2D and spheres in 3D. Within the constraints of the considered simulation protocols, the main finding is that both the number of physical dimensions and the type of particle-particle interaction significantly influence the properties of interaction networks. These networks play an important role in bridging the microscale (particle size) and macroscale (system size), thus both aspects (the interaction model and dimensionality) are carefully considered. Our work uses a combination of tools and techniques, including percolation study, statistical analysis, as well as algebraic topology-based techniques. In many instances, different techniques and measures provide complementary information that, when combined, allow for gaining better insight into the properties of interaction networks in compressed particulate systems.

Graphic Abstract

我们考虑了受到压缩的二维(2D)和三维(3D)颗粒系统,并询问物理维数对这些系统在演变过程中自发形成的相互作用网络的性质有何影响。这项研究基于二维摩擦盘和三维摩擦球的离散元模拟。在所考虑的模拟协议的限制下,主要发现是物理尺寸的数量和粒子-粒子相互作用的类型都对相互作用网络的属性有显著影响。这些网络在连接微观尺度(粒子大小)和宏观尺度(系统大小)方面发挥着重要作用,因此这两个方面(相互作用模型和维度)都需要仔细考虑。我们的工作综合运用了各种工具和技术,包括渗流研究、统计分析以及基于代数拓扑的技术。在许多情况下,不同的技术和测量方法可以提供互补信息,将它们结合起来,可以更好地了解压缩微粒系统中相互作用网络的特性。
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引用次数: 0
Correction: study on deterioration mechanism of rock discontinuity under different dynamic disturbances 更正:不同动态扰动下岩石不连续性的劣化机理研究
IF 2.4 3区 工程技术 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2023-12-18 DOI: 10.1007/s10035-023-01381-4
Jinhou Zhang, Bingli Gao
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引用次数: 0
Effect of the combination of geogrid and rubber granules on the performance of ballast under impact loads 土工格栅和橡胶颗粒的组合对冲击荷载下压载性能的影响
IF 2.4 3区 工程技术 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2023-12-18 DOI: 10.1007/s10035-023-01384-1
Chang Li, Rui Gao, Qihang Hu, Jing Chen

Impact loads can exacerbate the deterioration and deformation of railway ballast, leading to changes in the mechanical properties of the track bed. Geogrid and rubber granules (RG) have been widely used in research to enhance the performance of ballast, however, the effects and mechanisms of these two materials working together are not yet clear. Therefore, in this study, a series of drop hammer impact tests were carried out on ballast aggregates with geogrids and RG. The tests were set up with different geogrid placement locations and RG contents on rigid and flexible subgrades. During the tests, the deformation, impact force and impact time of specimens were measured and recorded, the ballast specimens were sieved after the tests to investigate the breakage of the ballast, and the mechanical properties of the ballast specimens were analyzed after the impact using stiffness and damping ratio. It was found that the deformation and breakage of ballast specimens were significantly reduced by the combination of geogrid and RG, which was better than the geogrid or RG alone, and that the RG improved the damping ratio of ballast, while the geogrid reduced the reduction of stiffness of ballast caused by the addition of RG. Comparing and analyzing the results of each group of tests, the study confirmed that RG with 10% by volume and geogrid placed at 100 mm from the subgrade were the best combination to enhance the ballast performance.

Graphical Abstract

冲击荷载会加剧铁路道碴的劣化和变形,导致轨道道床的机械性能发生变化。土工格栅和橡胶颗粒(RG)已被广泛应用于提高道碴性能的研究中,但这两种材料共同作用的效果和机制尚不明确。因此,本研究对含有土工格栅和 RG 的压载集料进行了一系列落锤冲击试验。试验在刚性和柔性基层上分别设置了不同的土工格栅放置位置和 RG 含量。试验期间,测量并记录了试样的变形、冲击力和冲击时间,试验后对压载试样进行了筛分,以调查压载物的破碎情况,并利用刚度和阻尼比分析了压载试样在冲击后的力学性能。结果发现,土工格栅和 RG 的组合明显减少了压载试样的变形和破损,其效果优于土工格栅或 RG 的单独组合;RG 改善了压载的阻尼比,而土工格栅则减少了因添加 RG 而导致的压载刚度的降低。通过比较和分析每组试验的结果,研究证实,体积分数为 10%的 RG 和土工格栅放置在距离基层 100 毫米的位置,是提高压载性能的最佳组合。
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引用次数: 0
On the creep problem of soft-rigid interfaces: analysis of the normal contact behavior and application of creep models 关于软刚性界面的蠕变问题:正常接触行为分析和蠕变模型的应用
IF 2.4 3区 工程技术 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2023-12-16 DOI: 10.1007/s10035-023-01377-0
Yu Tian, Kostas Senetakis

In this study, we examined at the grain-scale the normal contact behavior of rigid-soft interfaces via a series of micromechanical experiments, in which “rigid” refers to quartz particle and “soft” refers to polymeric granules composed of recycled rubber. Emphasis was placed on the influence of creep by quantifying the creep deformations at the composite interface subjected to long-term loading. The experimental data suggested that the creep behavior of the sand-rubber interface subjected to different normal loads is not deterministic and that there is a correlation between creep and elastic deformations. We also examined the applicability of available creep models to the specific creep problem and the parametric study highlighted the heterogenous features of the creep contact behavior of the sand-rubber samples, which is dependent on the elastic properties of the rubber and the irregular geometry of the contact area. The ground-truth dataset suggested the Burgers model is the most suitable contact model for the creep problem at the sand-rubber interface. The parameters of the Burgers model were also calibrated for further exploration of constitutive models to be used in discrete-based computer analyses. This modeling also provided fundamental insights to understand the physics of the problem.

在本研究中,我们通过一系列微观力学实验,在晶粒尺度上考察了刚软界面的法向接触行为,其中“刚性”指的是石英颗粒,“软”指的是由再生橡胶组成的聚合物颗粒。通过量化复合材料界面在长期载荷作用下的蠕变变形,重点研究了蠕变的影响。试验数据表明,在不同法向载荷作用下,砂-橡胶界面的蠕变行为是不确定的,蠕变与弹性变形之间存在相关性。我们还检验了现有蠕变模型对具体蠕变问题的适用性,参数化研究突出了砂-橡胶样品蠕变接触行为的非均质特征,这取决于橡胶的弹性特性和接触区域的不规则几何形状。地基真实数据表明,Burgers模型是最适合于砂-橡胶界面蠕变问题的接触模型。汉堡模型的参数也被校准,以进一步探索本构模型,用于基于离散的计算机分析。这种建模也为理解问题的物理原理提供了基本的见解。
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引用次数: 0
Evaluation of three packing density models on reference particle-size distributions 对参考粒度分布的三种堆积密度模型进行评估
IF 2.4 3区 工程技术 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2023-12-09 DOI: 10.1007/s10035-023-01373-4
G. Roquier

Abstract

Multi-sized mixtures are frequently encountered in soils, industry and construction. In many cases, the particle-size distribution (PSD) must be optimized to achieve a certain packing density, the estimation of which must be as precise as possible. For this purpose, three packing density models are evaluated from published data on PSDs of spheres, angular flint, crushed aggregates: the Compressible Packing Model (CPM), the 3-parameter Particle Packing Model (3PPM), the Theoretical Packing Density Model (TPDM). The PSDs exploited are complementary: power-laws, truncated power-laws, uniform distributions by volume and fractal models. They then make it possible to focus the estimates of packing density on reference PSDs: the century-old power-law of Fuller & Thompson (FT) and the Caquot’s distribution for concrete, the “well-graded” size distribution in soil classification. The conclusions are as follows. The 3PPM underestimates packing densities due to an overvaluation of the geometric interactions. The CPM overestimates packing densities due to an underestimation of the loosening effect in a certain range of size ratios. The TPDM provides the most homogeneous estimates with prediction error values almost all below 2%. Due to its efficiency, the TPDM is used on model materials whose granular extent varies between 1 and 10,000 to determine the preferred domain of each of the reference PSDs.

Graphic abstract

摘要 在土壤、工业和建筑中经常会遇到多粒径混合物。在许多情况下,必须对粒度分布(PSD)进行优化,以达到一定的堆积密度,而对堆积密度的估算必须尽可能精确。为此,我们根据已公布的球体、角燧石和碎石的 PSD 数据,评估了三种堆积密度模型:可压缩堆积模型(CPM)、三参数颗粒堆积模型(3PPM)和理论堆积密度模型(TPDM)。利用的 PSD 具有互补性:幂律、截断幂律、体积均匀分布和分形模型。通过这些模型,我们可以将堆积密度的估算重点放在参考的 PSD 上:具有百年历史的 Fuller & Thompson(FT)幂律和混凝土的 Caquot 分布,即土壤分类中的 "良好级配 "粒度分布。结论如下由于高估了几何相互作用,3PPM 低估了堆积密度。CPM 高估了堆积密度,原因是低估了一定粒度比范围内的松散效应。TPDM 提供的估计值最为均匀,预测误差值几乎都低于 2%。由于其高效性,TPDM 被用于粒度范围在 1 到 10,000 之间的模型材料,以确定每种参考 PSD 的首选域。
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引用次数: 0
Macro-elasticity of granular materials composed of polyhedral particles 由多面体颗粒组成的颗粒材料的宏观弹性
IF 2.4 3区 工程技术 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2023-12-08 DOI: 10.1007/s10035-023-01382-3
Duc Chung Vu, Lhassan Amarsid, Jean-Yves Delenne, Vincent Richefeu, Farhang Radjai

Particle shape variability is a key to understanding the rich behavior of granular materials. Polyhedra are among the most common particle shapes due to their ubiquitous origins in nature such as rock fragmentation and mineral crystallisation. Because of their faceted shape, polyhedral particles tend to assemble in jammed structures in which face-face and face-edge contacts between particles control the packing-level properties. In this paper, we use tri-periodic particle dynamics simulations to derive for the first time a generic analytical expression of the elastic moduli of polyhedral and spherical particle packings subjected to triaxial compression as a function of two contact network variables: (1) a “constraint number" that accounts for the face-face and edge-face contacts between polyhedra and is reduced to the coordination number in the case of spherical particles, and (2) the contact orientation anisotropy induced by compression. This expression accurately predicts the simulated evolution of elastic moduli during compression, revealing thereby the origins of the higher elastic moduli of polyhedral particle packings. We show that particle shape affects the elastic moduli through its impact on the contact network and the level of nonaffine particle displacements is the same for the simulated shapes. Its nearly constant value during compression underlies the constant values of our model parameters. By connecting the elastic moduli to the contact network through parameters that depend on particle shape, our model makes it possible to extract both the connectivity and anisotropy of granular materials from the knowledge of particle shape and measurements of elastic moduli.

Graphic abstract

颗粒形状的可变性是了解颗粒材料丰富行为的关键。多面体是最常见的颗粒形状之一,因为它们在岩石破碎和矿物结晶等自然界中无处不在。多面体颗粒由于其切面形状,往往会组装成卡塞式结构,颗粒之间的面-面和面-边接触控制着堆积级特性。在本文中,我们利用三周期粒子动力学模拟,首次推导出了多面体和球形粒子填料在受到三轴压缩时的弹性模量的通用分析表达式,它是两个接触网络变量的函数:(1)"约束数",它考虑了多面体之间的面-面和边-面接触,在球形粒子的情况下,它被简化为配位数;(2)压缩引起的接触方向各向异性。该表达式准确预测了压缩过程中弹性模量的模拟演变,从而揭示了多面体颗粒填料弹性模量较高的原因。我们的研究表明,颗粒形状通过对接触网络的影响来影响弹性模量,而非石蜡颗粒的位移水平在模拟形状中是相同的。它在压缩过程中的近乎恒定值是我们模型参数恒定值的基础。通过依赖于颗粒形状的参数将弹性模量与接触网络连接起来,我们的模型使得从颗粒形状知识和弹性模量测量结果中提取颗粒材料的连通性和各向异性成为可能。
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引用次数: 0
The MFBD-DEM coupling simulation approach for the investigation of granules screening efficiency in 4-DOF Flip-Flow Screen 采用 MFBD-DEM 耦合模拟方法研究 4-DOF 翻转流筛分机的颗粒筛分效率
IF 2.4 3区 工程技术 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2023-12-06 DOI: 10.1007/s10035-023-01380-5
Chengjun Wang, Qing Liu, Lin Yang

The Flip-Flow Screen is extensively utilized in the vibrating screening process for the treatment of particle matter. In this study, a four-degree-of-freedom (4-DOF) Flip-Flow Screen was proposed. The granules in the 4-DOF Flip-Flow Screen were modeled using the discrete element method. The screening process of the 4-DOF Flip-Flow Screen was simulated by multi-flexible body dynamics-discrete element method (MFBD-DEM) coupling. The impact of vibration frequency and amplitude on the sieving effect of the Flip-Flow Screen was studied. The vibration parameters of the 4-DOF Flip-Flow Screen were optimized using the response surface method to improve sieving performance. Analysis of variance (ANOVA) was employed to assess the simulation findings. The results show that the variables with the greatest influence on the screening efficiency are z-direction frequency and x-direction frequency, respectively. The best outcome corresponding to the maximum screening efficiency is found to occur as the z-direction frequency, x-direction frequency, x-direction amplitude, and y-direction amplitude are all at 7.5 Hz, 15 mm, and 3 mm, respectively.

Graphical abstract

在处理颗粒物质的振动筛分过程中,翻转流筛网得到了广泛应用。本研究提出了一种四自由度(4-DOF)翻转流筛网。4-DOF Flip-Flow 筛中的颗粒采用离散元法建模。通过多柔性体动力学-离散元法(MFBD-DEM)耦合模拟了 4-DOF 翻转流筛网的筛分过程。研究了振动频率和振幅对翻板流筛分效果的影响。采用响应面法优化了 4-DOF 翻转流筛网的振动参数,以提高筛分性能。采用方差分析(ANOVA)来评估模拟结果。结果表明,对筛分效率影响最大的变量分别是 Z 方向频率和 X 方向频率。当 Z 方向频率、X 方向频率、X 方向振幅和 Y 方向振幅都分别为 7.5 Hz、15 mm 和 3 mm 时,筛分效率最高。
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引用次数: 0
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Granular Matter
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