Simplified level set discrete element modeling of particle suspension flows in microfluidics: clogging statistics controlled by particle friction and shape

IF 2.4 3区 工程技术
Ziran Zhou, Rigoberto Moncada, Nathan Jones, Jacinto Ulloa, Xiaojing Fu, José E. Andrade
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引用次数: 0

Abstract

Particulate precipitation, deposition, and accumulation, including the formation of salt and mineral crystals, frequently occur in a wide range of subsurface applications involving multiphase flow through porous media. Consequently, there has been a considerable emphasis on researching and understanding these phenomena. However, modeling particle dynamics in flows through porous media with low Reynolds numbers has always been a challenging problem as it requires resolving fluid flow around the moving solid particles, the solid–solid contact mechanics, and the solid–fluid coupling. The discrete element method coupled with fluid solvers has been widely used to study particle-laden flow. Most fluid-solid numerical schemes involve solving the full or generalized Navier–Stokes equations, which often yields relatively accurate fluid-solid interactions at the cost of computation time and particle shape limitations. In this paper, we present a novel method to study mono-layered particle-laden flow by coupling the level set discrete element method (LS-DEM) with Hele-Shaw flow model. Utilizing the Hele-Shaw flow model allows us to simplify flow computation, while incorporating LS-DEM enables the simulation of arbitrarily shaped particles. Cases of mono-layered particle flow through a simplified micromodel geometry are studied and validated against published experimental results. Moreover, the effects of particle friction and shape on clogging statistics are investigated.

Graphical Abstract

Abstract Image

Abstract Image

微流体中颗粒悬浮流的简化水平集离散元件建模:受颗粒摩擦力和形状控制的堵塞统计数据
在涉及多相流通过多孔介质的各种地下应用中,经常会出现颗粒沉淀、沉积和堆积现象,包括盐和矿物晶体的形成。因此,人们相当重视对这些现象的研究和理解。然而,在低雷诺数的多孔介质中流动的颗粒动力学建模一直是一个具有挑战性的问题,因为它需要解决移动固体颗粒周围的流体流动、固固接触力学以及固液耦合等问题。离散元法与流体求解器已被广泛用于研究含颗粒的流动。大多数流固数值方案涉及求解完整或广义的纳维-斯托克斯方程,这通常会产生相对精确的流固相互作用,但代价是计算时间和颗粒形状的限制。在本文中,我们通过将水平集离散元素法(LS-DEM)与 Hele-Shaw 流动模型相结合,提出了一种研究单层颗粒载流的新方法。利用 Hele-Shaw 流动模型可以简化流动计算,而结合 LS-DEM 则可以模拟任意形状的颗粒。我们研究了单层颗粒流经简化微模型几何体的案例,并根据已公布的实验结果进行了验证。此外,还研究了颗粒摩擦和形状对堵塞统计的影响。
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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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