The impact of capillary heterogeneity on CO2 flow and trapping across scales

IF 10 1区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY
Hailun Ni , Boxiao Li , Nihal Darraj , Bo Ren , Catrin Harris , Prasanna G. Krishnamurthy , Idris Bukar , Steffen Berg , Jeroen Snippe , Philip Ringrose , T.A. Meckel , Samuel Krevor , Sally Benson
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引用次数: 0

Abstract

Capillary heterogeneity has been identified over the last decade as a key control on subsurface CO2 flow behavior during geological CO2 sequestration. These heterogeneities can be formed in all sedimentary rocks, ranging from slight variations in the sand grain sizes to extensive sequences of interbedded sands, shales, and limestones. Capillary heterogeneity has been largely, although not entirely, overlooked in subsurface flow modeling because it is assumed to only directly influence fluid redistribution over scales of centimeters to meters. However, even small-scale fluid movements can result in dramatic impacts on the mobility and trapping of CO2 over kilometers. Therefore, neglecting capillary heterogeneity at multiple scales could potentially lead to errors in modeling and predicting field-scale plume migration. In this review paper, we aim to provide a consistent overview to (1) establish that capillary heterogeneity can have a major impact on CO2 plume migration, (2) establish the respective length scales at which capillary heterogeneity matters, and (3) provide guidance for numerical modeling.
This review covers pertinent literature and extracts key observations from core to field scales. Experimental studies have shown that millimeter-decimeter scale capillary heterogeneity can cause the so-called capillary heterogeneity trapping in addition to pore-scale residual trapping. Even at such a small scale, capillary heterogeneity can already lead to complex upscaled constitutive relationships, such as flow-rate dependent and anisotropic relative permeability, which affects field-scale CO2 migration even when field-scale heterogeneities are present. Under gravity-dominated flow regimes, centimeter-meter scale capillary heterogeneity can entrap a significant amount of CO2 at the field scale, not only after imbibition but also during drainage. In certain cases, the presence of capillary heterogeneity can even completely stop the vertical movement of the CO2 plume, hence greatly reducing leakage risks. At the meter-kilometer scale, the influence of capillary heterogeneity is more pronounced and can hinder or redirect CO2 migration in both lateral and vertical directions.
The impact of capillary heterogeneity across multiple spatial scales poses a great challenge in modeling CO2 migration at the field scale, because it is practically impossible to build a field-scale earth model with grid blocks at the millimeter scale. We recommend a hierarchical modeling approach to address this challenge. At the field scale, earth models are built to capture geological features and heterogeneities in high but still practical grid resolutions. For each facies or rock type in the field-scale model, high-resolution meter-scale “conceptual” models are built using millimeter-scale grid blocks to capture representative fine-scale bedding geometries and heterogeneities in various depositional environments, thereby bridging the gap between the subcore scale and the size of a field-scale simulation grid block. Upscaling is then used to preserve the smaller-scale flow dynamics of various rock types in field-scale simulations. Future work is needed to (1) refine, improve, and validate the hierarchical modeling approach; (2) build libraries of fine-scale bedding models for facies in various environments of deposition; (3) quantify multiscale capillary heterogeneity effects under subsurface uncertainties; (4) gain learning from different storage formations; and (5) establish best practices that balance accuracy and computational speed.
毛细管非均质性对CO2跨尺度流动和捕集的影响
在过去的十年中,毛细管非均质性已被确定为地质CO2封存过程中地下CO2流动行为的关键控制因素。这些非均质性可以在所有沉积岩中形成,从砂粒大小的微小变化到互层砂岩、页岩和灰岩的广泛序列。在地下流动建模中,毛细非均质性在很大程度上(尽管不是完全)被忽略了,因为它被认为只直接影响厘米到米尺度上的流体再分配。然而,即使是小规模的流体运动也会对二氧化碳在数公里范围内的流动性和捕获造成巨大影响。因此,忽略多尺度的毛管非均质性可能会导致模拟和预测油田尺度羽流迁移的错误。在这篇综述中,我们的目标是提供一个一致的概述:(1)建立毛细管非均质性可以对CO2羽流迁移产生重大影响,(2)建立毛细管非均质性影响的各自长度尺度,以及(3)为数值模拟提供指导。本文综述了相关文献,并从核心到野外尺度提取了关键观察结果。实验研究表明,除了孔隙尺度的残余捕获外,毫米-分米尺度的毛细管非均质性还会引起所谓的毛细管非均质性捕获。即使在如此小的尺度下,毛管非均质性也会导致复杂的大尺度本构关系,如流速依赖和各向异性相对渗透率,即使存在场尺度非均质性,也会影响场尺度的二氧化碳迁移。在重力主导流态下,厘米-米尺度的毛管非均质性不仅在吸胀后,而且在排水过程中都能在现场圈闭大量的CO2。在某些情况下,毛细非均质性的存在甚至可以完全阻止CO2羽流的垂直运动,从而大大降低泄漏风险。在米-公里尺度上,毛管非均质性的影响更为明显,可以在横向和垂直方向上阻碍或改变CO2的迁移方向。毛细管非均质性在多空间尺度上的影响给CO2在场尺度上的迁移建模带来了很大的挑战,因为在毫米尺度上建立具有网格块的场尺度地球模型实际上是不可能的。我们建议采用分层建模方法来解决这一挑战。在野外尺度上,建立地球模型以捕获高但仍然实用的网格分辨率的地质特征和非均质性。对于现场尺度模型中的每种相或岩石类型,利用毫米尺度网格块建立高分辨率的米尺度“概念”模型,以捕获各种沉积环境中具有代表性的细尺度层理几何形状和非均质性,从而弥合亚岩心尺度与现场尺度模拟网格块大小之间的差距。然后,在现场尺度模拟中使用升级来保留各种岩石类型的较小尺度流动动力学。未来的工作需要:(1)改进、改进和验证分层建模方法;(2)建立不同沉积环境下的细尺度层理模型库;(3)量化地下不确定性下的多尺度毛细管非均质效应;(4)从不同的存储形态中获得学习;(5)建立平衡准确性和计算速度的最佳实践。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Earth-Science Reviews
Earth-Science Reviews 地学-地球科学综合
CiteScore
21.70
自引率
5.80%
发文量
294
审稿时长
15.1 weeks
期刊介绍: Covering a much wider field than the usual specialist journals, Earth Science Reviews publishes review articles dealing with all aspects of Earth Sciences, and is an important vehicle for allowing readers to see their particular interest related to the Earth Sciences as a whole.
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