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Flow-Driven Deformation in Granular Porous Media: Dimensionless Analysis 粒状多孔介质中的流动驱动变形:无量纲分析
IF 2.7 3区 工程技术 Q3 ENGINEERING, CHEMICAL Pub Date : 2024-05-20 DOI: 10.1007/s11242-024-02089-6
Min-Kyung Jeon, Seunghee Kim, Tae-Hyuk Kwon

Fluid injection can induce mechanical deformation in granular porous media due to the elevation of internal pore fluid pressure. This gains more significance when more than two immiscible fluids are involved, attributable to capillary and viscous drag forces. Such a coupled hydromechanical behavior associated with immiscible fluid flows plays an important role in injection, storage, and recovery of fluids in deformable porous media. This study presents a dimensionless map with newly proposed dimensionless parameters to predict deformation occurrence due to an immiscible fluid flow in deformable porous media. A series of hydromechanically coupled pore network simulations are first performed while varying the capillary number, mobility ratio, medium stiffness, and effective confining stress over orders of magnitudes. The compilation of simulation results with previously published Hele–Shaw experiment results is analyzed with the dimensionless parameters, such as the capillary number, mobility ratio, particle-level force ratios, and particle-level pressure ratios. Particularly, the particle-level pressure ratios include the capillary pressure ratio, defined as the ratio of capillary pressure to fracture pressure, and the viscous drag pressure, defined as the ratio of viscous drag pressure to fracture pressure. The dimensionless map based on the particle-level pressure ratios, where the capillary pressure ratio and viscous drag pressure ratio are defined as the ratios of capillary pressure and viscous drag pressure to fracture pressure, effectively delineates four deformation regimes—no deformation, capillary-induced deformation, drag-driven deformation, and mixed-mode deformation. The results demonstrate that capillary-induced deformation occurs when the capillary pressure ratio is greater than 10−1, while drag-driven deformation is observed when the viscous drag pressure ratio exceeds 10−2. The presented dimensionless map and dimensionless parameters are expected to be applicable for geological subsurface processes, including geological storage of carbon dioxide and hydrogen, and enhanced oil recovery.

由于内部孔隙流体压力的升高,流体注入会引起颗粒多孔介质的机械变形。当涉及两种以上不相溶流体时,由于毛细管力和粘滞阻力的作用,这种作用会变得更加重要。这种与不相溶流体流动相关的耦合水力学行为在可变形多孔介质中的流体注入、存储和回收中发挥着重要作用。本研究利用新提出的无量纲参数绘制了无量纲图,用于预测可变形多孔介质中不相溶流体流动引起的变形。首先进行了一系列水力机械耦合孔隙网络模拟,同时改变毛细管数、流动比率、介质刚度和有效约束应力的数量级。利用毛细管数、流动比率、颗粒级力比和颗粒级压力比等无量纲参数,对模拟结果与之前公布的 Hele-Shaw 实验结果进行了汇总分析。其中,颗粒级压力比包括毛细管压力比(定义为毛细管压力与断裂压力之比)和粘性阻力压力(定义为粘性阻力压力与断裂压力之比)。基于颗粒级压力比的无量纲图(其中毛细管压力比和粘滞阻力压力比定义为毛细管压力和粘滞阻力压力与断裂压力之比)有效地划分了四种变形状态--无变形、毛细管诱导变形、阻力驱动变形和混合模式变形。结果表明,当毛细管压力比大于 10-1 时,会发生毛细管诱导变形,而当粘滞阻力压力比超过 10-2 时,会出现阻力驱动变形。所提出的无量纲图和无量纲参数有望适用于地质地下过程,包括二氧化碳和氢气的地质封存以及提高石油采收率。
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引用次数: 0
Correction: Impact of MHD and Mass Transpiration on Rivlin–Ericksen Liquid Flow over a Stretching Sheet in a Porous Media with Thermal Communication 更正:多孔介质中拉伸薄片上的里夫林-埃里克森液体流动与热传导的多流体力学和质量蒸发的影响
IF 2.7 3区 工程技术 Q3 ENGINEERING, CHEMICAL Pub Date : 2024-05-17 DOI: 10.1007/s11242-023-02054-9
A. B. Vishalakshi, U. S. Mahabaleshwar, Yahya Sheikhnejad
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引用次数: 0
Convective Plume Spreading in Model Transparent Porous Media 透明多孔介质模型中的对流烟羽扩散
IF 2.7 3区 工程技术 Q3 ENGINEERING, CHEMICAL Pub Date : 2024-05-14 DOI: 10.1007/s11242-024-02090-z
H. Imuetinyan, P. Fruton, C. Giraudet, F. Croccolo

Visualising fluid flow in porous media using optical techniques is challenging due to the inability to see through the medium. Here, we present an experimental methodology based on shadowgraphy to investigate the dynamic spreading of convective plumes in saturated transparent porous media made of glass beads. The saturated porous medium can be tuned transparent by matching the refractive index of the solid glass beads to that of the saturating fluid mixture. The proposed technique allows to investigate the essential elements of convective mixing within a porous medium using miscible fluids. We also describe a method to determine the velocity of convective plumes as they propagate. Our experimental results show that the density difference achieved during convection significantly affects the convective front velocity of the plumes. This is significant because it allows to quantitatively predict the intensity of convective mixing in porous media from the speed of the convective front.

由于无法看透多孔介质,因此使用光学技术观察多孔介质中的流体流动具有挑战性。在此,我们介绍一种基于阴影成像的实验方法,用于研究玻璃珠制成的饱和透明多孔介质中对流羽流的动态扩散。通过使固体玻璃珠的折射率与饱和流体混合物的折射率相匹配,可以调整饱和多孔介质的透明度。利用所提出的技术,可以研究混溶流体在多孔介质中对流混合的基本要素。我们还介绍了一种测定对流羽流传播速度的方法。我们的实验结果表明,对流过程中产生的密度差会显著影响羽流的对流前沿速度。这一点非常重要,因为它可以根据对流前沿的速度定量预测多孔介质中对流混合的强度。
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引用次数: 0
Permeability and Porosity Analysis of a Unique Porous Media Obtained by Bead Width Variation in a MEX Filling Strategy 在 MEX 填充策略中通过微珠宽度变化获得的独特多孔介质的渗透性和孔隙度分析
IF 2.7 3区 工程技术 Q3 ENGINEERING, CHEMICAL Pub Date : 2024-04-30 DOI: 10.1007/s11242-024-02087-8
Felipe Gonçalves Di Nisio, Thiago Antonini Alves, Neri Volpato

Additive manufacturing (AM) allows the production of the internal structure of porous media (PM) with porosity and permeability tailored for a specific application. Material extrusion (MEX) AM enables the fabrication of a lattice-type porous structure by varying process parameters, usually applying the zigzag raster filling strategy. In a recent study, a Variable Bead Width Porous Filling (VBWPF) strategy was proposed, which generates pores by changing the printing speed during filament deposition and resulting in a unique porous structure with less pore interconnectivity. Specific pores’ dimensions and distribution on the layer can be obtained with the strategy’s parameters. In this work, different configurations of the VBWPF strategy were produced, and their porosity and permeability were measured experimentally. A PM with traditional raster filling (lattice structure) was also printed and measured for comparison. The porous structures of different VBWPF configurations were analyzed with micro-computed tomography (µCT). The results showed that VBWPF parameters were able to modify the porous structure obtained, changing the porosity and permeability of the PM. The PM produced exhibited 27% lower porosity and 55% lower permeability than the traditional raster filling PM with similar pore widths. These unique characteristics open up the field for applications of PM obtained through AM.

增材制造(AM)可根据特定应用生产具有孔隙率和渗透性的多孔介质(PM)内部结构。材料挤压(MEX)AM 可以通过改变工艺参数来制造晶格型多孔结构,通常采用之字形光栅填充策略。最近的一项研究提出了可变珠宽多孔填充(VBWPF)策略,通过改变丝沉积过程中的打印速度来产生孔隙,从而形成孔隙互连性较低的独特多孔结构。利用该策略的参数可以获得特定的孔隙尺寸和在层上的分布。在这项工作中,制作了 VBWPF 策略的不同配置,并通过实验测量了它们的孔隙率和渗透性。同时还打印并测量了传统光栅填充(晶格结构)的 PM,以进行对比。利用微计算机断层扫描(µCT)分析了不同 VBWPF 配置的多孔结构。结果表明,VBWPF 参数能够改变所获得的多孔结构,改变 PM 的孔隙率和渗透性。与孔隙宽度相似的传统光栅填充 PM 相比,所生产的 PM 孔隙率低 27%,渗透率低 55%。这些独特的特性为通过 AM 获得的 PM 的应用开辟了领域。
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引用次数: 0
A review of Microstructural Characterization and Liquid Transport in Porous Materials Through Image Processing Techniques 通过图像处理技术对多孔材料中的微结构表征和液体传输进行综述
IF 2.7 3区 工程技术 Q3 ENGINEERING, CHEMICAL Pub Date : 2024-04-30 DOI: 10.1007/s11242-024-02088-7
Dang Mao Nguyen, Jing Zhang, Mourad Rahim, DongQuy Hoang, Geoffrey Promis, Mohammed El Ganaoui, Anh Dung Tran-Le

The mechanism of fluid and heat transmission within materials with complex porous structures has not yet been fully explored and understood using basic analytical techniques. Therefore, the lack of advanced equipment and techniques has left an important knowledge gap in explaining the complex mechanisms of fluid motion and heat transfer in complex porous structures. This review provides an overview of how image analysis and processing techniques allow insight into the complex and heterogeneous porous structure of materials and explains the mechanism of heat and mass transfer in these complex porous materials in 3D and 4D observation in different directions. Accordingly, it provides interesting results related to the evaluation of microporous properties of complex porous materials including porosity, distribution and size of pores, distribution and orientation of fibers, tortuosity and mechanism of cracking, and destruction of the porous materials under mechanical tests. It also explains the mechanism of liquid transport in porous materials through 3D/4D observation thanks to image processing techniques. Therefore, this review has completed some limited knowledge in microstructural analysis and helped to understand the physical phenomena of liquid transfer in complex porous materials that were not fully exploited by experimental or simulation work. The paper also provides useful data for physical model simulation of imbibition and drying porous materials.

人们尚未利用基本分析技术充分探索和了解复杂多孔结构材料中的流体和热量传输机理。因此,由于缺乏先进的设备和技术,在解释复杂多孔结构中流体运动和热传递的复杂机制方面存在着重要的知识空白。本综述概述了图像分析和处理技术如何帮助深入了解材料的复杂和异质多孔结构,并通过三维和四维不同方向的观察解释这些复杂多孔材料中的传热和传质机制。因此,它为复杂多孔材料的微孔特性评估提供了有趣的结果,包括孔隙率、孔的分布和大小、纤维的分布和取向、曲折性和开裂机制,以及多孔材料在机械测试下的破坏。此外,还利用图像处理技术,通过三维/四维观测解释了多孔材料中的液体传输机制。因此,这篇综述完善了微结构分析中的一些有限知识,有助于理解复杂多孔材料中液体传输的物理现象,而这些现象在实验或模拟工作中并未得到充分利用。本文还为浸泡和干燥多孔材料的物理模型模拟提供了有用的数据。
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引用次数: 0
Asymptotic-Convolution Model for Compaction Damage Evaluation in Depletion-Dependent Oil Reservoirs During Alternating Drawdown/Buildup Cycles 递减/增储交替循环期间依赖枯竭的油藏压实损害评估渐近-卷积模型
IF 2.7 3区 工程技术 Q3 ENGINEERING, CHEMICAL Pub Date : 2024-04-27 DOI: 10.1007/s11242-024-02083-y
Fernando Bastos Fernandes, Arthur M. B. Braga, E. Gildin, Antônio Cláudio Soares

The mechanical formation damage induced by pore collapse within production curve depletion-dependent reservoirs significantly influences oilfield development. This paper proposes a new perturbative solution for transient pores collapse hysteresis modeling in depletion-dependent oil reservoirs with compaction effects during alternating loading/unloading cycles. The nonlinear hydraulic diffusivity equation is perturbed through a first-order expansion technique using the depletion-dependent permeability, k(p) as a perturbation parameter, (epsilon). The practical uses of the model developed in this work are identifying flow regimes and hysteresis responses in pressure-sensitive reservoirs, estimating buildup pressure, specifying oil flow rate to prevent severe hysteretic behavior, and history matching during reservoir surveillance. The log–log analysis shows that the shut-in pressure has an influence on permeability loss. However, the comparisons between the permeability loss and its partial recovery curves show that this loss represents less than 5(%) of the permeability value from the previous drawdown cycle. The derivative was also used to compute the instantaneous permeability loss using the relationship: (partial m_textrm{D}/partial t_textrm{D}=k_textrm{D}(p_textrm{D})partial p_textrm{D}/partial t_textrm{D}). The main advantages of the solution derived in this work are the simple implementation, practical graphical analysis of the pores collapse hysteresis effect, the possibility of simulating different boundary conditions and well-reservoir settings, and the requirements of only a few pressure and permeability field data to input in the deviation factor. The solution proposed can be applied to choose the production time to shut the well and monitor the adequate oil flow rate during the production curve.

在生产曲线耗竭型油藏中,孔隙坍塌引起的地层机械损伤对油田开发有重大影响。本文提出了一种新的扰动解法,用于在交替加载/卸载循环期间对具有压实效应的依赖枯竭油藏进行瞬态孔隙坍塌滞后建模。非线性水力扩散方程通过一阶扩展技术进行扰动,使用依赖于耗竭的渗透率 k(p) 作为扰动参数,(epsilon)。这项工作中开发的模型的实际用途是识别压力敏感油藏中的流动机制和滞后响应,估算积聚压力,指定石油流速以防止严重的滞后行为,以及在油藏监测期间进行历史匹配。对数-对数分析表明,关井压力对渗透率损失有影响。然而,渗透率损失与其部分恢复曲线之间的比较表明,这种损失小于上一个缩采周期渗透率值的 5(%)。导数也被用来计算瞬时渗透损失,其关系为部分m_textrm{D}/部分t_textrm{D}=k_textrm{D}(p_textrm{D})/部分p_textrm{D}/部分t_textrm{D})。本工作中推导出的解决方案的主要优点是实施简单,可以对孔隙坍塌滞后效应进行实用的图形分析,可以模拟不同的边界条件和油藏设置,并且只要求在偏差系数中输入少量的压力和渗透率场数据。所提出的解决方案可用于选择关井的生产时间,并在生产曲线期间监控足够的石油流量。
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引用次数: 0
A Method for Automatic Three-Dimensional Particle Tracing Under Laboratory Conditions Using Dynamic X-Ray Computed Microtomography 利用动态 X 射线计算机显微层析技术在实验室条件下自动追踪三维粒子的方法
IF 2.7 3区 工程技术 Q3 ENGINEERING, CHEMICAL Pub Date : 2024-04-22 DOI: 10.1007/s11242-024-02086-9
Judith Marie Undine Siebert, Stefan Odenbach

This paper presents a method for particle tracing in laboratory X-ray micro-computed tomography (µCT) using an adjusted Random Sample Consensus (RANSAC) algorithm combined with least squares ellipse fitting (LSF). For method testing, a setup for the investigation of deep bed filtration (DBF) has been used as an example of a complex process that can be elucidated with such a method. Particle tracking with tomography systems requires high-temporal resolution which can only be achieved with synchrotron radiation computer tomography. Therefore, in this work, it has been demonstrated that instead of particle tracking, particle tracing in opaque systems such as DBF can be performed in laboratory µCT systems. To achieve particle tracing, dynamic µCT scans with a duration between 30 and 110 s combined with an exposure time of 0.13 s/projection were executed and during the scan time the filtration was performed, causing parabola shaped motion artefacts. The developed method exploits the motion artefacts created by the particle motion during the scan. It could be shown that it is possible to trace particles in complex structures within only one 30 s scan. Furthermore, through trace length and time, it is possible to determine the average velocity. Whereby, the accuracy and limits depend on the particle size, particle velocity/data rate and the X-ray attenuation of particle and medium.

本文介绍了一种在实验室 X 射线显微计算机断层扫描(µCT)中使用调整随机样本共识(RANSAC)算法结合最小二乘椭圆拟合(LSF)进行粒子追踪的方法。在方法测试中,以深床过滤(DBF)的研究装置为例,说明了这种方法可以阐明的复杂过程。使用层析成像系统进行粒子跟踪需要高时间分辨率,而这只有同步辐射计算机层析成像才能实现。因此,在这项工作中,已经证明可以在实验室 µCT 系统中进行不透明系统(如 DBF)中的粒子追踪,而不是粒子追踪。为了实现粒子追踪,我们执行了持续时间在 30 到 110 秒之间的动态 µCT 扫描,曝光时间为 0.13 秒/投影,在扫描期间进行过滤,从而产生抛物线形状的运动伪影。所开发的方法利用了扫描过程中粒子运动产生的运动伪影。结果表明,只需一次 30 秒的扫描,就能对复杂结构中的粒子进行追踪。此外,通过跟踪长度和时间,还可以确定平均速度。因此,精度和限制取决于颗粒大小、颗粒速度/数据率以及颗粒和介质的 X 射线衰减。
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引用次数: 0
Numerical Simulations of Viscous Fingering in Fractured Porous Media 断裂多孔介质中粘性起毛的数值模拟
IF 2.7 3区 工程技术 Q3 ENGINEERING, CHEMICAL Pub Date : 2024-04-16 DOI: 10.1007/s11242-024-02081-0
Runar L. Berge, Inga Berre, Eirik Keilegavlen, Jan M. Nordbotten

The effect of heterogeneity induced by highly permeable fracture networks on viscous miscible fingering in porous media is examined using high-resolution numerical simulations. We consider the planar injection of a less viscous fluid into a two-dimensional fractured porous medium that is saturated with a more viscous fluid. This problem contains two sets of fundamentally different preferential flow regimes; the first is caused by the viscous fingering, and the second is due to the permeability contrasts between the fractures and the rock matrix. We study the transition from the regime where the flow is dominated by the viscous instabilities, to the regime where the heterogeneity induced by the fractures define the flow paths. Our findings reveal that even minor permeability differences between the rock matrix and fractures significantly influence the behavior of viscous fingering. The interplay between the viscosity contrast and permeability contrast leads to the preferential channeling of the less viscous fluid through the fractures. Consequently, this channeling process stabilizes the displacement front within the rock matrix, ultimately suppressing the occurrence of viscous fingering, particularly for higher permeability contrasts. We explore three fracture geometries: two structured and one random configuration and identify a complex interaction between these geometries and the development of unstable flow. While we find that the most important factor determining the effect of the fracture network is the ratio of fluid volume flowing through the fractures and the rock matrix, the exact point for the cross-over regime is dependent on the geometry of the fracture network.

我们利用高分辨率数值模拟研究了高渗透性断裂网络引起的异质性对多孔介质中粘性混溶指配的影响。我们考虑了将粘性较低的流体平面注入粘性较高的流体饱和的二维断裂多孔介质的问题。这个问题包含两组根本不同的优先流动状态:第一组是由粘性指状作用引起的,第二组是由裂缝和岩石基质之间的渗透性对比引起的。我们研究了从粘性不稳定性主导的流动机制向断裂引起的异质性确定流动路径机制的过渡。我们的研究结果表明,即使岩石基质和裂缝之间存在微小的渗透性差异,也会对粘性指状流的行为产生重大影响。粘度对比和渗透率对比之间的相互作用导致粘度较低的流体优先通过裂缝。因此,这种导流过程稳定了岩石基质中的位移前沿,最终抑制了粘指现象的发生,尤其是在渗透率对比较高的情况下。我们探索了三种断裂几何形态:两种结构化和一种随机配置,并确定了这些几何形态与不稳定流发展之间复杂的相互作用。我们发现,决定断裂网络影响的最重要因素是流经断裂和岩石基质的流体体积比,而交叉机制的确切点则取决于断裂网络的几何形状。
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引用次数: 0
Magnetic Resonance Relaxation in Heterogeneous Materials is Analogous to First-Order Chemical Reaction 异质材料中的磁共振弛豫类似于一阶化学反应
IF 2.7 3区 工程技术 Q3 ENGINEERING, CHEMICAL Pub Date : 2024-04-16 DOI: 10.1007/s11242-024-02075-y
Armin Afrough

Biological tissue, pharmaceutical tablets, wood, porous rocks, catalytic reactors, concrete, and foams are examples of heterogeneous systems that may contain one or several fluid phases. Fluids in such systems carry chemical species that may participate in chemical reactions in the bulk of a fluid, as homogeneous reactions, or at the fluid/fluid or fluid/solid interfaces, as heterogeneous reactions. Magnetic resonance relaxation measures the return of 1H nuclear magnetization in chemical species of these fluids to an equilibrium state in a static magnetic field. Despite the perceived difference between reaction–diffusion and relaxation–diffusion in heterogeneous systems, similarities between the two are remarkable. This work draws a close parallel between magnetic resonance relaxation–diffusion and chemical reaction–diffusion for elementary unitary reaction ({text{A}}to {text{B}}) in a dilute solution—both in heterogeneous systems. A striking similarity between the dimensionless numbers that characterize their relevant behavior is observed: the Damköhler number of the second kind ({{text{Da}}}^{{text{II}}}) for reaction and the Brownstein–Tarr number ({{text{BT}}}_{i}) for relaxation. The new vision of analogy between reaction- and magnetic resonance relaxation–diffusion in heterogeneous systems encourages the exploitation of similarities between reaction and relaxation processes to noninvasively investigate the dynamics of chemical species and reactions. One such example of importance in chemical engineering is provided for solid–fluid reaction in packed beds.

生物组织、药片、木材、多孔岩石、催化反应器、混凝土和泡沫都是异质系统的例子,它们可能包含一个或多个流体相。此类系统中的流体携带化学物质,这些化学物质可能在流体的主体(即均相反应)或流体/流体或流体/固体界面(即异相反应)参与化学反应。磁共振弛豫测量的是这些流体中化学物质的 1H 核磁化在静态磁场中恢复到平衡状态的过程。尽管反应扩散与弛豫扩散在异质系统中存在明显差异,但两者之间的相似性却非常显著。这项研究将磁共振弛豫扩散与稀溶液中基本单元反应({text{A}}to {text{B}})的化学反应扩散紧密地联系在一起--两者都发生在异质系统中。在表征其相关行为的无量纲数之间存在着惊人的相似性:反应的第二类达姆克勒数({{text{Da}}}^{text{II}}})和弛豫的布朗斯泰因-塔尔数({{text{BT}}}_{i}})。异质系统中反应和磁共振弛豫扩散之间的类比这一新观点鼓励人们利用反应和弛豫过程之间的相似性,对化学物种和反应的动态进行非侵入式研究。其中一个在化学工程中非常重要的例子是填料床中的固液反应。
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引用次数: 0
Investigating Microstructure–Property Relationships of Nonwovens by Model-Based Virtual Material Testing 通过基于模型的虚拟材料测试研究无纺布的微观结构与性能关系
IF 2.7 3区 工程技术 Q3 ENGINEERING, CHEMICAL Pub Date : 2024-04-14 DOI: 10.1007/s11242-024-02079-8
Matthias Weber, Andreas Grießer, Dennis Mosbach, Erik Glatt, Andreas Wiegmann, Volker Schmidt

Quantifying the relationship between geometric descriptors of microstructure and effective properties like permeability is essential for understanding and improving the behavior of porous materials. In this paper, we employ a previously developed stochastic model to investigate microstructure–property relationships of nonwovens. First, we show the capability of the model to generate a wide variety of realistic nonwovens by varying the model parameters. By computing various geometric descriptors, we investigate the relationship between model parameters and microstructure morphology and, in this way, assess the range of structures which may be described by our model. In a second step, we perform virtual materials testing based on the simulation of a wide range of nonwovens. For these 3D structures, we compute geometric descriptors and perform numerical simulations to obtain values for permeability as an effective material property. We then examine and quantify the relationship between microstructure morphology and permeability by fitting parametric regression formulas to the obtained data set, including but not limited to formulas from the literature. We show that for structures which are captured by our model, predictive power may be improved by allowing for slightly more complex formulas.

量化微观结构的几何描述符与有效特性(如渗透性)之间的关系对于理解和改进多孔材料的行为至关重要。在本文中,我们采用之前开发的随机模型来研究无纺布的微观结构与性能之间的关系。首先,我们展示了该模型通过改变模型参数生成各种真实无纺布的能力。通过计算各种几何描述符,我们研究了模型参数与微观结构形态之间的关系,并以此评估了模型可描述的结构范围。第二步,我们在模拟各种无纺布的基础上进行虚拟材料测试。对于这些三维结构,我们计算几何描述符并进行数值模拟,以获得作为有效材料属性的渗透率值。然后,我们通过将参数回归公式拟合到所获得的数据集(包括但不限于文献中的公式)中,检查并量化微观结构形态与渗透性之间的关系。我们的研究表明,对于我们的模型所捕捉到的结构,如果采用稍微复杂一些的公式,预测能力可能会有所提高。
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引用次数: 0
期刊
Transport in Porous Media
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