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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。
{"title":"Magnetic Resonance Relaxation in Heterogeneous Materials is Analogous to First-Order Chemical Reaction","authors":"Armin Afrough","doi":"10.1007/s11242-024-02075-y","DOIUrl":"10.1007/s11242-024-02075-y","url":null,"abstract":"<div><p>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 <sup>1</sup>H 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 <span>({text{A}}to {text{B}})</span> 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 <span>({{text{Da}}}^{{text{II}}})</span> for reaction and the Brownstein–Tarr number <span>({{text{BT}}}_{i})</span> 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.</p></div>","PeriodicalId":804,"journal":{"name":"Transport in Porous Media","volume":"151 7","pages":"1493 - 1509"},"PeriodicalIF":2.7,"publicationDate":"2024-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s11242-024-02075-y.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140561461","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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
Stochastic Quantification of Spatial Variability of Flow Fields in Heterogeneous, Non-uniform, Confined Aquifers 异质、不均匀、封闭含水层流场空间变异性的随机量化
IF 2.7 3区 工程技术 Q3 ENGINEERING, CHEMICAL Pub Date : 2024-04-11 DOI: 10.1007/s11242-024-02084-x
Chuen-Fa Ni, Ching-Min Chang, Chi-Ping Lin, I-Hsian Lee

Stochastic quantification of flow field variability in complex geologic formations under uncertainty is expected to provide valuable information for rational management of regional groundwater resources and analysis of solute transport processes for stochastic environmental risk assessment. Studies of fluid flow behavior in confined aquifers of variable thickness presented in the literature assume that the thickness of the aquifer varies linearly or nonlinearly. However, natural variations, such as the thickness of the aquifer caused by complex natural events, cannot be accurately predicted. Therefore, quantifying the variability of the flow field in heterogeneous, non-uniform, confined aquifers may be done from a stochastic perspective. In this study, the spatial variations in hydraulic conductivity are considered as a stationary random process, while the spatial variations in aquifer thickness are treated as a nonstationary random process with homogeneous (stationary) increments. General expressions for the spatial covariance functions and the evolutionary power spectra of the depth-averaged hydraulic head and integrated specific discharge in the direction of x1 are derived using the Fourier–Stieltjes spectral representation approach and representation theorem. Closed-form solutions for the evolutionary power spectra of depth-averaged hydraulic head and integrated specific discharge are used to analyze the effect of variation in the thickness of the confined aquifer on the variability of depth-averaged head and integrated discharge. An application of the theory developed here to the case of random aquifer thickness fields exhibiting a power-law semivariogram is given. The results of this study improve the understanding and quantification of flow field variability in natural confined aquifers.

在不确定的情况下,对复杂地质构造中的流场变化进行随机量化,有望为合理管理区域地下水资源和分析溶质迁移过程提供有价值的信息,从而进行随机环境风险评估。文献中对厚度可变的承压含水层中流体流动行为的研究假设含水层的厚度呈线性或非线性变化。然而,自然变化,如复杂的自然事件造成的含水层厚度变化,是无法准确预测的。因此,可以从随机的角度对异质、非均匀、承压含水层的流场变化进行量化。在本研究中,水力传导率的空间变化被视为静止随机过程,而含水层厚度的空间变化则被视为具有同质(静止)增量的非静止随机过程。利用傅里叶-Stieltjes 频谱表示法和表示定理,推导出 x1 方向的空间协方差函数以及深度平均水头和综合比排量的演化功率谱的一般表达式。利用深度平均水头和综合比排量演化功率谱的闭式解,分析了承压含水层厚度变化对深度平均水头和综合排量变化的影响。研究还给出了在含水层厚度随机场呈现幂律半变量图情况下的应用理论。这项研究的结果提高了对天然封闭含水层流场变化的理解和量化。
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引用次数: 0
Flows of Two Slightly Miscible Fluids in Porous Media: Two-Scale Numerical Modeling 两种轻度混溶流体在多孔介质中的流动:双尺度数值建模
IF 2.7 3区 工程技术 Q3 ENGINEERING, CHEMICAL Pub Date : 2024-04-11 DOI: 10.1007/s11242-024-02080-1
Y. Amirat, V. Shelukhin, K. Trusov

We address the two-scale homogenization of the Navier–Stokes and Cahn–Hilliard equations in the case of a weak miscibility of a two-component fluid. To this end a notion of the miscibility strength is formulated on the basis of a correlation between the upscaling parameter and the surface tension. As a result, a two-scale model is derived. Macro-equations turn out to be a generalization of the Darcy law enjoying cross-coupling permeability tensors. It implies that the Darcy velocity of each phase depends on pressure gradients of both phases. Micro-equations serve for determination both of the permeability tensors and the capillary pressure. An example is constructed by analytical tools to describe capillary displacement of oil by mixture of water with carbon dioxide in a system of hydrophobic parallel channels.

我们探讨了双组分流体弱混溶性情况下纳维-斯托克斯方程和卡恩-希利亚德方程的双尺度均质化问题。为此,我们根据升尺度参数与表面张力之间的相关性,提出了混溶性强度的概念。因此,得出了一个双尺度模型。宏观方程是达西定律的一般化,享有交叉耦合渗透张量。这意味着每相的达西速度取决于两相的压力梯度。微方程可用于确定渗透率张量和毛细管压力。举例说明了在疏水平行通道系统中,水与二氧化碳混合物对油的毛细位移。
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引用次数: 0
Estimating geometric tortuosity of saturated rocks from micro-CT images using percolation theory 利用渗流理论从显微 CT 图像估算饱和岩石的几何曲折度
IF 2.7 3区 工程技术 Q3 ENGINEERING, CHEMICAL Pub Date : 2024-04-09 DOI: 10.1007/s11242-024-02085-w
Filippo Panini, Behzad Ghanbarian, Eloisa Salina Borello, Dario Viberti

Tortuosity ((tau)) is one of the key parameters controlling flow and transport in porous media. Although the concept of tortuosity is straightforward, its estimation in porous media has yet been challenging. Most models proposed in the literature are either empirical or semiempirical including some parameters whose values and their estimations are in prior unknown. In this study, we modified a previously presented geometric tortuosity (({tau }_{g})) model based on percolation theory and validated it against a methodology based on the pathfinding A* algorithm. For this purpose, we selected 12 different porous materials including four sandstones, three carbonates, one salt, and four synthetic media. For all samples, five sub-volumes at different lengths with fifty iterations were randomly selected except one carbonate sample for which three sub-volumes were extracted. Pore space properties, such as pore radius, throat radius, throat length, and coordination number distributions were determined by extracting the pore network of each sub-volume. The average and maximum coordination numbers and minimum throat length were used to estimate the ({tau }_{g}). Comparison with the A* algorithm results showed that the modified model estimated the ({tau }_{g}) accurately with absolute relative errors less than 28%. We also estimated the ({tau }_{g}) using two other models presented in the literature as well as the original percolation-based tortuosity model. We found that our proposed model showed a significantly higher accuracy. Results also indicated more precise estimations at the larger length scales demonstrating the effect of uncertainties at the smaller scales.

曲率((tau))是控制多孔介质流动和传输的关键参数之一。虽然曲率的概念简单明了,但在多孔介质中对其进行估算却具有挑战性。文献中提出的大多数模型要么是经验模型,要么是半经验模型,其中包括一些参数,而这些参数的值及其估算值在之前是未知的。在本研究中,我们基于渗流理论修改了之前提出的几何曲率(({tau }_{g}))模型,并用基于寻路 A* 算法的方法对其进行了验证。为此,我们选择了 12 种不同的多孔材料,包括 4 种砂岩、3 种碳酸盐、1 种盐和 4 种合成介质。除了一个碳酸盐样本提取了三个子体积外,所有样本都随机选取了不同长度的五个子体积,并进行了 50 次迭代。通过提取每个子体积的孔隙网络,确定了孔隙空间特性,如孔隙半径、喉管半径、喉管长度和配位数分布。平均和最大配位数以及最小喉管长度被用来估计 ({tau }_{g})。与 A* 算法的结果对比显示,修改后的模型对 ({tau }_{g}) 的估计非常准确,绝对相对误差小于 28%。我们还使用文献中介绍的其他两个模型以及基于渗流的原始曲度模型估算了({tau }_{g})。我们发现,我们提出的模型显示出更高的精确度。结果还表明,在较大的长度尺度上,我们的估算更为精确,这也证明了较小尺度上不确定性的影响。
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引用次数: 0
FluidFlower: A Meter-Scale Experimental Laboratory for Geological CO2 Storage 流体花:米级二氧化碳地质封存实验实验室
IF 2.7 3区 工程技术 Q3 ENGINEERING, CHEMICAL Pub Date : 2024-04-08 DOI: 10.1007/s11242-024-02067-y
Jan M. Nordbotten, Martin Fernø, Bernd Flemisch, Ruben Juanes
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引用次数: 0
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Transport in Porous Media
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