首页 > 最新文献

Transport in Porous Media最新文献

英文 中文
Visual Ensemble Analysis of Fluid Flow in Porous Media Across Simulation Codes and Experiment 基于模拟程序和实验的多孔介质流体流动视觉集成分析
IF 2.7 3区 工程技术 Q2 Chemical Engineering Pub Date : 2023-11-22 DOI: 10.1007/s11242-023-02019-y
Ruben Bauer, Quynh Quang Ngo, Guido Reina, Steffen Frey, Bernd Flemisch, Helwig Hauser, Thomas Ertl, Michael Sedlmair

We study the question of how visual analysis can support the comparison of spatio-temporal ensemble data of liquid and gas flow in porous media. To this end, we focus on a case study, in which nine different research groups concurrently simulated the process of injecting CO(_2) into the subsurface. We explore different data aggregation and interactive visualization approaches to compare and analyze these nine simulations. In terms of data aggregation, one key component is the choice of similarity metrics that define the relationship between different simulations. We test different metrics and find that using the machine-learning model “S4” (tailored to the present study) as metric provides the best visualization results. Based on that, we propose different visualization methods. For overviewing the data, we use dimensionality reduction methods that allow us to plot and compare the different simulations in a scatterplot. To show details about the spatio-temporal data of each individual simulation, we employ a space-time cube volume rendering. All views support linking and brushing interaction to allow users to select and highlight subsets of the data simultaneously across multiple views. We use the resulting interactive, multi-view visual analysis tool to explore the nine simulations and also to compare them to data from experimental setups. Our main findings include new insights into ranking of simulation results with respect to experimental data, and the development of gravity fingers in simulations.

我们研究了可视化分析如何支持多孔介质中液体和气体流动的时空系综数据的比较。为此,我们重点研究了一个案例研究,其中九个不同的研究小组同时模拟了向地下注入CO (_2)的过程。我们探索了不同的数据聚合和交互式可视化方法来比较和分析这九种模拟。在数据聚合方面,一个关键组件是选择定义不同模拟之间关系的相似性度量。我们测试了不同的指标,发现使用机器学习模型“S4”(为本研究量身定制)作为指标可以提供最佳的可视化结果。在此基础上,我们提出了不同的可视化方法。为了概述数据,我们使用降维方法,使我们能够在散点图中绘制和比较不同的模拟。为了显示每个单独模拟的时空数据的详细信息,我们采用了时空立方体体渲染。所有视图都支持链接和刷刷交互,允许用户在多个视图中同时选择和突出显示数据子集。我们使用由此产生的交互式,多视图可视化分析工具来探索九个模拟,并将它们与实验设置的数据进行比较。我们的主要发现包括对实验数据的模拟结果排序的新见解,以及模拟中重力手指的发展。
{"title":"Visual Ensemble Analysis of Fluid Flow in Porous Media Across Simulation Codes and Experiment","authors":"Ruben Bauer, Quynh Quang Ngo, Guido Reina, Steffen Frey, Bernd Flemisch, Helwig Hauser, Thomas Ertl, Michael Sedlmair","doi":"10.1007/s11242-023-02019-y","DOIUrl":"https://doi.org/10.1007/s11242-023-02019-y","url":null,"abstract":"<p>We study the question of how visual analysis can support the comparison of spatio-temporal ensemble data of liquid and gas flow in porous media. To this end, we focus on a case study, in which nine different research groups concurrently simulated the process of injecting CO<span>(_2)</span> into the subsurface. We explore different data aggregation and interactive visualization approaches to compare and analyze these nine simulations. In terms of data aggregation, one key component is the choice of similarity metrics that define the relationship between different simulations. We test different metrics and find that using the machine-learning model “S4” (tailored to the present study) as metric provides the best visualization results. Based on that, we propose different visualization methods. For overviewing the data, we use dimensionality reduction methods that allow us to plot and compare the different simulations in a scatterplot. To show details about the spatio-temporal data of each individual simulation, we employ a space-time cube volume rendering. All views support linking and brushing interaction to allow users to select and highlight subsets of the data simultaneously across multiple views. We use the resulting interactive, multi-view visual analysis tool to explore the nine simulations and also to compare them to data from experimental setups. Our main findings include new insights into ranking of simulation results with respect to experimental data, and the development of gravity fingers in simulations.</p>","PeriodicalId":804,"journal":{"name":"Transport in Porous Media","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2023-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138534612","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Microscopic Validation of a Pore Network Model for Hygric Properties of Porous Materials 多孔材料水力学特性孔隙网络模型的微观验证
IF 2.7 3区 工程技术 Q2 Chemical Engineering Pub Date : 2023-11-22 DOI: 10.1007/s11242-023-02035-y
Daan Deckers, Hans Janssen

In a pore network model, microscopic moisture storage and transport processes are modeled at pore level after which this information is extrapolated to obtain macroscopic properties describing the material’s moisture behavior. Such a model is typically validated by comparing measured and simulated macroscopic properties. However, due to the uncertainty associated with the experimental property determination, a possibly incorrect description of the model’s microscopic processes can be overlooked. Assessing the model’s ability to correctly simulate the moisture behavior at pore level is therefore required for its complete validation. To this aim, the moisture stored in the individual pores of unsaturated materials is imaged with the help of X-ray computed tomography images and compared to the moisture distribution simulated with a pore network model. The acquired X-ray computed tomography images clearly show the evolution of the drying process, wherein emptied pores retain water in their irregularly shaped corners. While some corners do not store any moisture, others allow a maximum of 10 % of the pore’s volume to be filled with corner islands. By comparing these images with the pore network model, however, it becomes clear that the amount of water, trapped in these pore corners is heavily overestimated in the model’s current implementation. Since this implementation is commonly used in existing pore network models, this paper proves the need of a detailed investigation of the corner islands in real porous media to formulate a different way of calculating moisture storage in pore corners.

在孔隙网络模型中,微观的水分储存和输送过程在孔隙水平上建模,然后将这些信息外推,以获得描述材料水分行为的宏观特性。这种模型通常通过比较测量和模拟的宏观特性来验证。然而,由于与实验性质确定相关的不确定性,对模型微观过程的可能不正确的描述可以被忽略。因此,评估模型在孔隙水平上正确模拟水分行为的能力是其完整验证所必需的。为此,利用x射线计算机断层扫描图像对非饱和材料单个孔隙中的水分进行了成像,并与孔隙网络模型模拟的水分分布进行了比较。所获得的x射线计算机断层扫描图像清楚地显示了干燥过程的演变,其中空孔隙在其不规则形状的角落中保留了水分。虽然有些角落不储存任何水分,但其他角落允许最大10%的毛孔体积被填充。然而,通过将这些图像与孔隙网络模型进行比较,我们可以清楚地看到,在目前的模型实现中,被困在这些孔隙角落的水量被严重高估了。由于这种实现方法在现有孔隙网络模型中是常用的,因此本文证明需要对真实多孔介质中的角岛进行详细的研究,以形成一种不同的计算孔隙角含水量的方法。
{"title":"Microscopic Validation of a Pore Network Model for Hygric Properties of Porous Materials","authors":"Daan Deckers, Hans Janssen","doi":"10.1007/s11242-023-02035-y","DOIUrl":"https://doi.org/10.1007/s11242-023-02035-y","url":null,"abstract":"<p>In a pore network model, microscopic moisture storage and transport processes are modeled at pore level after which this information is extrapolated to obtain macroscopic properties describing the material’s moisture behavior. Such a model is typically validated by comparing measured and simulated macroscopic properties. However, due to the uncertainty associated with the experimental property determination, a possibly incorrect description of the model’s microscopic processes can be overlooked. Assessing the model’s ability to correctly simulate the moisture behavior at pore level is therefore required for its complete validation. To this aim, the moisture stored in the individual pores of unsaturated materials is imaged with the help of X-ray computed tomography images and compared to the moisture distribution simulated with a pore network model. The acquired X-ray computed tomography images clearly show the evolution of the drying process, wherein emptied pores retain water in their irregularly shaped corners. While some corners do not store any moisture, others allow a maximum of 10 % of the pore’s volume to be filled with corner islands. By comparing these images with the pore network model, however, it becomes clear that the amount of water, trapped in these pore corners is heavily overestimated in the model’s current implementation. Since this implementation is commonly used in existing pore network models, this paper proves the need of a detailed investigation of the corner islands in real porous media to formulate a different way of calculating moisture storage in pore corners.</p>","PeriodicalId":804,"journal":{"name":"Transport in Porous Media","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2023-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138534618","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Elder Problem with Reactive Infiltration Effects 反应性渗透效应的长者问题
IF 2.7 3区 工程技术 Q2 Chemical Engineering Pub Date : 2023-11-11 DOI: 10.1007/s11242-023-02026-z
Radoslav Hurtiš, Peter Guba, Juraj Kyselica

The occurrence of buoyancy-driven flow and reactive solute transport in a fluid-saturated porous medium can be induced by either natural processes or human activities. Typical examples include the groundwater salinization in carbonate-rock aquifers and the acid treatment of oil wells in petroleum drilling industry. In this paper, the classical Elder problem of buoyancy-driven convection in two-dimensional porous media is extended to include the local chemical interactions between the solute in the pore liquid (e.g. salt such as NaCl or acids such as HCl and HCl/HF mixtures) and the solid space of the porous medium (e.g. minerals such as calcite and dolomite). Effects of the geochemical processes on the flow and mass transport are investigated. For the reactive, strongly solute-driven case in the regime dominated by the diffusive mass transport, a decrease in the net solute concentration is found as compared to the non-reactive case. This decrease is pronounced at higher values of the Damköhler number when the solute reaction rate becomes larger than the solute diffusion rate. Furthermore, the flow structure is affected by products generated by the chemical reaction when the Rayleigh number for the products is sufficiently high. In that case, numerical simulations show the formation of diluted fluid tongues exhibiting damped periodic oscillations about a nonzero mean. The results are obtained using the pseudospectral numerical method, verified against the analytical solution for the non-reactive, purely diffusive case.

流体饱和多孔介质中浮力驱动流动和反应性溶质输运的发生既可以由自然过程引起,也可以由人为活动引起。典型的例子包括碳酸盐岩含水层的地下水盐碱化和石油钻探工业中油井的酸处理。本文将二维多孔介质中浮力驱动对流的经典Elder问题扩展到包括孔隙液体中的溶质(如盐如NaCl或酸如HCl和HCl/HF混合物)与多孔介质的固体空间(如矿物如方解石和白云石)之间的局部化学相互作用。研究了地球化学过程对流体流动和质量输运的影响。在弥漫性质量输运占主导地位的反应性、强溶质驱动的情况下,与非反应性情况相比,净溶质浓度有所下降。当溶质反应速率大于溶质扩散速率时,这种降低在Damköhler数值较高时更为明显。此外,当产物的瑞利数足够高时,流动结构受到化学反应产生的产物的影响。在这种情况下,数值模拟显示了稀流舌的形成,表现出围绕非零平均值的阻尼周期性振荡。用伪谱数值方法得到了结果,并与非反应性纯扩散情况的解析解进行了验证。
{"title":"The Elder Problem with Reactive Infiltration Effects","authors":"Radoslav Hurtiš,&nbsp;Peter Guba,&nbsp;Juraj Kyselica","doi":"10.1007/s11242-023-02026-z","DOIUrl":"10.1007/s11242-023-02026-z","url":null,"abstract":"<div><p>The occurrence of buoyancy-driven flow and reactive solute transport in a fluid-saturated porous medium can be induced by either natural processes or human activities. Typical examples include the groundwater salinization in carbonate-rock aquifers and the acid treatment of oil wells in petroleum drilling industry. In this paper, the classical Elder problem of buoyancy-driven convection in two-dimensional porous media is extended to include the local chemical interactions between the solute in the pore liquid (e.g. salt such as NaCl or acids such as HCl and HCl/HF mixtures) and the solid space of the porous medium (e.g. minerals such as calcite and dolomite). Effects of the geochemical processes on the flow and mass transport are investigated. For the reactive, strongly solute-driven case in the regime dominated by the diffusive mass transport, a decrease in the net solute concentration is found as compared to the non-reactive case. This decrease is pronounced at higher values of the Damköhler number when the solute reaction rate becomes larger than the solute diffusion rate. Furthermore, the flow structure is affected by products generated by the chemical reaction when the Rayleigh number for the products is sufficiently high. In that case, numerical simulations show the formation of diluted fluid tongues exhibiting damped periodic oscillations about a nonzero mean. The results are obtained using the pseudospectral numerical method, verified against the analytical solution for the non-reactive, purely diffusive case.</p></div>","PeriodicalId":804,"journal":{"name":"Transport in Porous Media","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2023-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s11242-023-02026-z.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135042630","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
Correction: Impact of Two-Phase Flow Pattern on Solvent Vapour Extraction 修正:两相流型对溶剂蒸气萃取的影响
IF 2.7 3区 工程技术 Q2 Chemical Engineering Pub Date : 2023-10-27 DOI: 10.1007/s11242-023-02024-1
Merouane Khammar, Vahid Niasar
{"title":"Correction: Impact of Two-Phase Flow Pattern on Solvent Vapour Extraction","authors":"Merouane Khammar,&nbsp;Vahid Niasar","doi":"10.1007/s11242-023-02024-1","DOIUrl":"10.1007/s11242-023-02024-1","url":null,"abstract":"","PeriodicalId":804,"journal":{"name":"Transport in Porous Media","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2023-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136261669","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Numerical Study of Moisture and Ionic Transport in Unsaturated Concrete by Considering Multi-ions Coupling Effect 考虑多离子耦合效应的非饱和混凝土中水分和离子输运数值研究
3区 工程技术 Q2 Chemical Engineering Pub Date : 2023-10-27 DOI: 10.1007/s11242-023-02011-6
Zhaozheng Meng, Yufei Zhang, Wei-kang Chen, Chuan-qing Fu, Qing Xiang Xiong, Cheng-lin Zhang, Qing-feng Liu
{"title":"A Numerical Study of Moisture and Ionic Transport in Unsaturated Concrete by Considering Multi-ions Coupling Effect","authors":"Zhaozheng Meng, Yufei Zhang, Wei-kang Chen, Chuan-qing Fu, Qing Xiang Xiong, Cheng-lin Zhang, Qing-feng Liu","doi":"10.1007/s11242-023-02011-6","DOIUrl":"https://doi.org/10.1007/s11242-023-02011-6","url":null,"abstract":"","PeriodicalId":804,"journal":{"name":"Transport in Porous Media","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136234013","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Water Upconing in Underground Hydrogen Storage: Sensitivity Analysis to Inform Design of Withdrawal 地下储氢库上水:敏感性分析为抽采设计提供参考
3区 工程技术 Q2 Chemical Engineering Pub Date : 2023-10-26 DOI: 10.1007/s11242-023-02033-0
Curtis M. Oldenburg, Stefan Finsterle, Robert C. Trautz
{"title":"Water Upconing in Underground Hydrogen Storage: Sensitivity Analysis to Inform Design of Withdrawal","authors":"Curtis M. Oldenburg, Stefan Finsterle, Robert C. Trautz","doi":"10.1007/s11242-023-02033-0","DOIUrl":"https://doi.org/10.1007/s11242-023-02033-0","url":null,"abstract":"","PeriodicalId":804,"journal":{"name":"Transport in Porous Media","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136377310","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Coupled Reactive Two-Phase Model Involving Dissolution and Dynamic Porosity for Deformable Porous Media Based on Mixture Coupling Theory 基于混合耦合理论的可变形多孔介质溶蚀与动态孔隙耦合反应两相模型
3区 工程技术 Q2 Chemical Engineering Pub Date : 2023-10-19 DOI: 10.1007/s11242-023-02032-1
Sulaiman Abdullah, Yue Ma, Xiaohui Chen, Amirul Khan
Abstract Carbon capture and storage (CCS) has attracted significant attention owing to its impact on mitigating climate change. Many countries with large oil reserves are adopting CCS technologies to reduce the impact of fossil fuels on the environment. However, because of the complex interactions between multi-phase fluids, planning for CCS is challenging. One of the challenges is the integration of chemical reactions with multi-phase hydro-mechanical relationships in deformable porous media. In this study, a multi-phase hydro-mechanical reactive model for deformable porous media is established by using mixture coupling theory approach. The non-equilibrium thermodynamic approach is extended to establish the basic framework and Maxwell’s relations to build multi-scale coupling. Chemical reaction coupling is achieved through the extent of the reaction and chemical affinity. The developed model can simulate CCS by considering the effect of calcite dissolution on porosity and permeability. It has been found from the simulation that the chemical reaction has a major influence on porosity and permeability change compared to both pressure and mechanical strain effect. Also, as the dissolution reaction takes place, the stress/strain decrease on the solid matrix. The results of this study successfully bridge the knowledge gap between chemical reactions and mechanical deformation. Furthermore, insights from this model hold substantial implications for refining CCS processes. By providing a more accurate prediction of pressure changes and porosity/permeability evolution over time, this research paves the way for improved CCS operation planning, potentially fostering safer, more efficient, and economically feasible climate change mitigation strategies.
碳捕集与封存(CCS)因其在减缓气候变化方面的作用而受到广泛关注。许多拥有大量石油储量的国家正在采用CCS技术来减少化石燃料对环境的影响。然而,由于多相流体之间复杂的相互作用,CCS的规划具有挑战性。其中一个挑战是在可变形多孔介质中整合化学反应与多相流体力学关系。本文采用混合耦合理论方法,建立了可变形多孔介质的多相水-力反应模型。将非平衡热力学方法扩展到建立多尺度耦合的基本框架和麦克斯韦关系。化学反应偶联是通过反应的程度和化学亲和力来实现的。该模型考虑了方解石溶蚀对孔隙度和渗透率的影响,可以模拟CCS。模拟发现,与压力和机械应变效应相比,化学反应对孔隙度和渗透率变化的影响更大。同时,随着溶解反应的发生,固体基体上的应力/应变减小。这项研究的结果成功地弥合了化学反应和机械变形之间的知识鸿沟。此外,该模型的见解对精炼CCS过程具有重大意义。通过提供更准确的压力变化和孔隙度/渗透率随时间变化的预测,该研究为改进CCS操作规划铺平了道路,有可能促进更安全、更高效、经济上可行的气候变化缓解策略。
{"title":"Coupled Reactive Two-Phase Model Involving Dissolution and Dynamic Porosity for Deformable Porous Media Based on Mixture Coupling Theory","authors":"Sulaiman Abdullah, Yue Ma, Xiaohui Chen, Amirul Khan","doi":"10.1007/s11242-023-02032-1","DOIUrl":"https://doi.org/10.1007/s11242-023-02032-1","url":null,"abstract":"Abstract Carbon capture and storage (CCS) has attracted significant attention owing to its impact on mitigating climate change. Many countries with large oil reserves are adopting CCS technologies to reduce the impact of fossil fuels on the environment. However, because of the complex interactions between multi-phase fluids, planning for CCS is challenging. One of the challenges is the integration of chemical reactions with multi-phase hydro-mechanical relationships in deformable porous media. In this study, a multi-phase hydro-mechanical reactive model for deformable porous media is established by using mixture coupling theory approach. The non-equilibrium thermodynamic approach is extended to establish the basic framework and Maxwell’s relations to build multi-scale coupling. Chemical reaction coupling is achieved through the extent of the reaction and chemical affinity. The developed model can simulate CCS by considering the effect of calcite dissolution on porosity and permeability. It has been found from the simulation that the chemical reaction has a major influence on porosity and permeability change compared to both pressure and mechanical strain effect. Also, as the dissolution reaction takes place, the stress/strain decrease on the solid matrix. The results of this study successfully bridge the knowledge gap between chemical reactions and mechanical deformation. Furthermore, insights from this model hold substantial implications for refining CCS processes. By providing a more accurate prediction of pressure changes and porosity/permeability evolution over time, this research paves the way for improved CCS operation planning, potentially fostering safer, more efficient, and economically feasible climate change mitigation strategies.","PeriodicalId":804,"journal":{"name":"Transport in Porous Media","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135729408","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A New Fully Implicit Two-Phase Pore-Network Model by Utilizing Regularization Strategies 基于正则化策略的全隐式两相孔隙网络模型
3区 工程技术 Q2 Chemical Engineering Pub Date : 2023-10-17 DOI: 10.1007/s11242-023-02031-2
Hanchuan Wu, Maziar Veyskarami, Martin Schneider, Rainer Helmig
Abstract In this paper, we address the expensive computational cost resulting from limited time-step sizes during numerical simulations of two-phase flow in porous media using dynamic pore-network models. To overcome this issue, we propose a numerical method for dynamic pore-network models using a fully implicit approach. The proposed method introduces a regularization strategy considering the historical fluid configuration at the pore throat, which smooths the discontinuities in local conductivity caused by invasion and snap-off events. The results demonstrate the superiority of the proposed method in terms of accuracy, efficiency and consistency in comparison with other numerical schemes. With similar computational cost, determined by time-step sizes and number of Newton iterations, the developed method in this work yields more accurate results compared to similar schemes presented in the literature. Additionally, our results highlight the enhanced robustness of the our scheme, as it exhibits reduced sensitivity to variations in time-step sizes.
在本文中,我们解决了使用动态孔隙网络模型对多孔介质中两相流进行数值模拟时由于有限的时间步长而导致的昂贵的计算成本。为了克服这个问题,我们提出了一种采用全隐式方法的动态孔隙网络模型的数值方法。该方法引入了一种考虑孔喉处历史流体形态的正则化策略,平滑了由侵入和断裂事件引起的局部电导率的不连续性。结果表明,与其他数值格式相比,该方法在精度、效率和一致性方面具有优越性。计算成本相似,由时间步长和牛顿迭代次数决定,与文献中提出的类似方案相比,本工作中开发的方法产生更准确的结果。此外,我们的结果突出了我们的方案的增强鲁棒性,因为它表现出对时间步长变化的敏感性降低。
{"title":"A New Fully Implicit Two-Phase Pore-Network Model by Utilizing Regularization Strategies","authors":"Hanchuan Wu, Maziar Veyskarami, Martin Schneider, Rainer Helmig","doi":"10.1007/s11242-023-02031-2","DOIUrl":"https://doi.org/10.1007/s11242-023-02031-2","url":null,"abstract":"Abstract In this paper, we address the expensive computational cost resulting from limited time-step sizes during numerical simulations of two-phase flow in porous media using dynamic pore-network models. To overcome this issue, we propose a numerical method for dynamic pore-network models using a fully implicit approach. The proposed method introduces a regularization strategy considering the historical fluid configuration at the pore throat, which smooths the discontinuities in local conductivity caused by invasion and snap-off events. The results demonstrate the superiority of the proposed method in terms of accuracy, efficiency and consistency in comparison with other numerical schemes. With similar computational cost, determined by time-step sizes and number of Newton iterations, the developed method in this work yields more accurate results compared to similar schemes presented in the literature. Additionally, our results highlight the enhanced robustness of the our scheme, as it exhibits reduced sensitivity to variations in time-step sizes.","PeriodicalId":804,"journal":{"name":"Transport in Porous Media","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135992888","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Flow Rate Dependency of Steady-State Two-Phase Flows in Pore Networks: Universal, Relative Permeability Scaling Function and System-Characteristic Invariants 孔隙网络中稳态两相流的流量依赖性:通用、相对渗透率标度函数和系统特征不变量
IF 2.7 3区 工程技术 Q2 Chemical Engineering Pub Date : 2023-10-16 DOI: 10.1007/s11242-023-02012-5
Marios S. Valavanides

The phenomenology of steady-state two-phase flow in porous media is conventionally recorded by the relative permeability diagrams in terms of saturation. Yet, theoretical, numerical and laboratory studies of flow in artificial pore network models and natural porous media have revealed a significant dependency on the flow rates—especially when the flow regime is capillary to capillary/viscous and part of the disconnected non-wetting phase remains mobile. These studies suggest that relative permeability models should incorporate the functional dependence on flow intensities. In the present work, a systematic dependence of the pressure gradient and the relative permeabilities on flow rate intensity is revealed. It is based on extensive simulations of steady-state, fully developed, two-phase flows within a typical 3D model pore network, implementing the DeProF mechanistic–stochastic model algorithm. Simulations were performed across flow conditions spanning 5 orders of magnitude, both in the capillary number, Ca, and the flow rate ratio, r, and for different favorable /unfavorable viscosity ratio fluid systems. The systematic, flow rate dependency of the relative permeabilities can be described analytically by a universal scaling function along the entire domain of the independent variables of the process, Ca and r. This universal scaling comprises a kernel function of the capillary number, Ca, that describes the asymmetric effects of capillarity across the entire flow regime—from capillarity-dominated to mixed capillarity/viscosity- to viscosity-dominated flows. It is shown that the kernel function, as well as the locus of the cross-over relative permeability values, are single-variable functions of the capillary number; they are both identified as viscosity ratio invariants of the system. Both invariants can be correlated with the structure of the pore network, through a function of Ca. Consequently, the correlation is associated with the wettability characteristics of the system. Among the potential applications, the proposed, universal, flow rate dependency scaling laws are the improvement of core analysis and dynamic rock-typing protocols, as well as integration into field-scale simulators or associated machine learning interventions for improved specificity/accuracy.

多孔介质中稳态两相流的现象通常用饱和度的相对渗透率图来记录。然而,对人工孔隙网络模型和天然多孔介质中的流动进行的理论、数值和实验室研究表明,流动对流速有很大的依赖性,特别是当流动形式是毛细到毛细/粘性的,并且部分断开的非润湿相保持流动时。这些研究表明,相对渗透率模型应该包含对流动强度的功能依赖。在本工作中,揭示了压力梯度和相对渗透率与流速强度的系统依赖关系。它基于对典型3D模型孔隙网络中稳定状态、完全开发的两相流的广泛模拟,实现了DeProF力学-随机模型算法。在5个数量级的流动条件下进行了模拟,包括毛细管数Ca和流速比r,以及不同的有利/不利粘度比流体系统。相对渗透率的系统、流速依赖关系可以通过沿过程自变量Ca和r的整个域的通用标度函数来解析描述。这种通用标度函数包括毛细数Ca的核函数,它描述了毛细在整个流动状态中的不对称效应——从毛细主导到混合毛细/粘度,再到粘度主导的流动。结果表明,核函数和横向相对渗透率值轨迹都是毛细管数的单变量函数;它们都被认为是系统的黏度比不变量。这两个不变量都可以通过Ca的函数与孔隙网络的结构相关联。因此,相关性与系统的润湿性特征相关联。在潜在的应用中,提出的、通用的、流速依赖的标度定律是对岩心分析和动态岩石分型协议的改进,以及集成到现场尺度模拟器或相关的机器学习干预措施中,以提高特异性/准确性。
{"title":"Flow Rate Dependency of Steady-State Two-Phase Flows in Pore Networks: Universal, Relative Permeability Scaling Function and System-Characteristic Invariants","authors":"Marios S. Valavanides","doi":"10.1007/s11242-023-02012-5","DOIUrl":"10.1007/s11242-023-02012-5","url":null,"abstract":"<div><p>The phenomenology of steady-state two-phase flow in porous media is conventionally recorded by the relative permeability diagrams in terms of saturation. Yet, theoretical, numerical and laboratory studies of flow in artificial pore network models and natural porous media have revealed a significant dependency on the flow rates—especially when the flow regime is capillary to capillary/viscous and part of the disconnected non-wetting phase remains mobile. These studies suggest that relative permeability models should incorporate the functional dependence on flow intensities. In the present work, a systematic dependence of the pressure gradient and the relative permeabilities on flow rate intensity is revealed. It is based on extensive simulations of steady-state, fully developed, two-phase flows within a typical 3D model pore network, implementing the DeProF mechanistic–stochastic model algorithm. Simulations were performed across flow conditions spanning 5 orders of magnitude, both in the capillary number, <i>Ca</i>, and the flow rate ratio, <i>r</i>, and for different favorable /unfavorable viscosity ratio fluid systems. The systematic, flow rate dependency of the relative permeabilities can be described analytically by a universal scaling function along the entire domain of the independent variables of the process, <i>Ca</i> and <i>r</i>. This universal scaling comprises a kernel function of the capillary number, <i>Ca</i>, that describes the asymmetric effects of capillarity across the entire flow regime—from capillarity-dominated to mixed capillarity/viscosity- to viscosity-dominated flows. It is shown that the kernel function, as well as the locus of the cross-over relative permeability values, are single-variable functions of the capillary number; they are both identified as viscosity ratio invariants of the system. Both invariants can be correlated with the structure of the pore network, through a function of <i>Ca</i>. Consequently, the correlation is associated with the wettability characteristics of the system. Among the potential applications, the proposed, universal, flow rate dependency scaling laws are the improvement of core analysis and dynamic rock-typing protocols, as well as integration into field-scale simulators or associated machine learning interventions for improved specificity/accuracy.</p></div>","PeriodicalId":804,"journal":{"name":"Transport in Porous Media","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2023-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s11242-023-02012-5.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136115181","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
Steady-State Flow Through a Subsurface Reservoir with a Displaced Fault and its Poro-elastic Effects on Fault Stresses 带位移断层的地下储层稳态渗流及其对断层应力的孔隙弹性影响
IF 2.7 3区 工程技术 Q2 Chemical Engineering Pub Date : 2023-10-10 DOI: 10.1007/s11242-023-02029-w
Pavan Cornelissen, Jan-Dirk Jansen

We consider steady-state single-phase confined flow through a subsurface porous layer containing a displaced, fully conductive fault causing a sudden jump in the flow path, and we employ (semi-)analytical techniques to compute the corresponding pressures and fault stresses. In particular, we obtain a new solution for the pressure field with the aid of conformal mapping and a Schwarz–Christoffel transformation. Moreover, we use an existing technique to compute the poro-elastic stress field with the aid of inclusion theory. The additional resistance to fluid flow provided by a displaced fault, relative to the resistance in a layer without a fault, is a function of dip angle, fault throw divided by reservoir height, and reservoir width divided by reservoir height. Fluid flow has a larger effect on fault stresses in case of injection than in case of depletion, where injection with up-dip flow results in increased zones of fault slip near the bottom of the reservoir. Opposedly, injection with down-dip flow results in increased slip near the top of the reservoir. An order-of-magnitude estimate of the effect of steady-state flow across displaced faults in the Groningen natural gas reservoir shows that the effect on fault stresses is probably negligible. A similar estimate of the effect in low-enthalpy geothermal doublets indicates that steady-state flow may possibly play a small role, in particular close to the injector, but site-specific assessments will be necessary to quantify the effect.

我们考虑稳态单相约束流通过含有位移的、完全导电的断层的地下多孔层,导致流道突然跳跃,我们使用(半)分析技术来计算相应的压力和断层应力。特别地,我们利用保角映射和Schwarz-Christoffel变换得到了压力场的一种新的解。此外,我们还利用已有的技术,借助于包体理论计算了孔隙弹性应力场。相对于没有断层的地层,断层位移对流体流动的额外阻力是倾角、断层距除以油藏高度和油藏宽度除以油藏高度的函数。流体流动在注入情况下对断层应力的影响大于衰竭情况,在衰竭情况下,上倾流体注入导致靠近油藏底部的断层滑动区增加。相反,下倾注入导致靠近储层顶部的滑动增加。对格罗宁根天然气储层中位移断层的稳态流动影响的数量级估计表明,断层应力的影响可能可以忽略不计。对低焓地热双峰效应的类似估计表明,稳态流可能起很小的作用,特别是在靠近注入器的地方,但需要对具体地点进行评估,以量化这种影响。
{"title":"Steady-State Flow Through a Subsurface Reservoir with a Displaced Fault and its Poro-elastic Effects on Fault Stresses","authors":"Pavan Cornelissen,&nbsp;Jan-Dirk Jansen","doi":"10.1007/s11242-023-02029-w","DOIUrl":"10.1007/s11242-023-02029-w","url":null,"abstract":"<div><p>We consider steady-state single-phase confined flow through a subsurface porous layer containing a displaced, fully conductive fault causing a sudden jump in the flow path, and we employ (semi-)analytical techniques to compute the corresponding pressures and fault stresses. In particular, we obtain a new solution for the pressure field with the aid of conformal mapping and a Schwarz–Christoffel transformation. Moreover, we use an existing technique to compute the poro-elastic stress field with the aid of inclusion theory. The additional resistance to fluid flow provided by a displaced fault, relative to the resistance in a layer without a fault, is a function of dip angle, fault throw divided by reservoir height, and reservoir width divided by reservoir height. Fluid flow has a larger effect on fault stresses in case of injection than in case of depletion, where injection with up-dip flow results in increased zones of fault slip near the bottom of the reservoir. Opposedly, injection with down-dip flow results in increased slip near the top of the reservoir. An order-of-magnitude estimate of the effect of steady-state flow across displaced faults in the Groningen natural gas reservoir shows that the effect on fault stresses is probably negligible. A similar estimate of the effect in low-enthalpy geothermal doublets indicates that steady-state flow may possibly play a small role, in particular close to the injector, but site-specific assessments will be necessary to quantify the effect.</p></div>","PeriodicalId":804,"journal":{"name":"Transport in Porous Media","volume":null,"pages":null},"PeriodicalIF":2.7,"publicationDate":"2023-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s11242-023-02029-w.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136295436","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
期刊
Transport in Porous Media
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1