Vertical equilibrium simulation for industrial-scale CO2 storage in heterogeneous aquifers.

IF 3.9 2区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Hatem Alamara, Christophe Blondeau, Sylvain Thibeau, Igor Bogdanov
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Abstract

Vertical equilibrium (VE) simulation has re-emerged recently as an efficient approach for simulating geological CO2 storage in aquifers. The approach is well-established and traditionally applied for simulating storage in homogeneous formations. In this study, we assess its application to large-scale heterogeneous aquifers. We focus on sharp-interface models due to their utility during the screening phase of storage aquifer assessment. The study demonstrates that neglecting geological heterogeneity in the vertically-averaged relative permeability and pseudo-capillary pressure may lead to significant errors in predicted CO2 plume extents. These errors result from unjustifiably assuming homogeneous-acting formations to highly heterogeneous formations. Their magnitudes depend on the heterogeneity level and the simulation timescale. We leverage existing simulators to run VE models and discuss their shortcomings. Our investigation highlights VE simulation as a promising tool for dedicated future development in the industry, particularly through automation of the proposed screening workflows for probabilistic prediction of CO2 plume migration. We also propose treating VE models as metamodels (models of vertically-discretized models with infinite vertical resolution), particularly in contexts where geological data are limited. The study concludes with reporting a successful implementation of a sharp-interface VE simulation in a real, heterogeneous formation. While our conclusions are drawn specifically for geological CO2 storage, they are applicable to other fluids in similar settings.

工业规模非均质含水层二氧化碳储存的垂直平衡模拟。
最近,垂直平衡(VE)模拟作为一种有效的模拟含水层中二氧化碳地质储存的方法重新出现。该方法已经建立,传统上应用于模拟均质地层的储层。在本研究中,我们评估了它在大规模非均质含水层中的应用。我们将重点放在锐界面模型上,因为它们在蓄水层评价的筛选阶段很有用。研究表明,忽略垂向平均相对渗透率和伪毛管压力的地质非均质性可能导致预测CO2羽流范围的显著误差。这些错误是由于不合理地将均质作用地层假设为高度非均质作用地层。它们的大小取决于异质性水平和模拟时间尺度。我们利用现有的模拟器来运行VE模型,并讨论它们的缺点。我们的研究强调了VE模拟是一个有前途的工具,致力于未来的行业发展,特别是通过自动化提出的筛选工作流程,用于二氧化碳羽流迁移的概率预测。我们还建议将VE模型视为元模型(具有无限垂直分辨率的垂直离散模型的模型),特别是在地质数据有限的情况下。该研究的最后报告了在真实的非均质地层中成功实施的锐界面VE模拟。虽然我们的结论是专门针对地质二氧化碳储存而得出的,但它们也适用于类似环境下的其他流体。
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
Scientific Reports
Scientific Reports Natural Science Disciplines-
CiteScore
7.50
自引率
4.30%
发文量
19567
审稿时长
3.9 months
期刊介绍: We publish original research from all areas of the natural sciences, psychology, medicine and engineering. You can learn more about what we publish by browsing our specific scientific subject areas below or explore Scientific Reports by browsing all articles and collections. Scientific Reports has a 2-year impact factor: 4.380 (2021), and is the 6th most-cited journal in the world, with more than 540,000 citations in 2020 (Clarivate Analytics, 2021). •Engineering Engineering covers all aspects of engineering, technology, and applied science. It plays a crucial role in the development of technologies to address some of the world''s biggest challenges, helping to save lives and improve the way we live. •Physical sciences Physical sciences are those academic disciplines that aim to uncover the underlying laws of nature — often written in the language of mathematics. It is a collective term for areas of study including astronomy, chemistry, materials science and physics. •Earth and environmental sciences Earth and environmental sciences cover all aspects of Earth and planetary science and broadly encompass solid Earth processes, surface and atmospheric dynamics, Earth system history, climate and climate change, marine and freshwater systems, and ecology. It also considers the interactions between humans and these systems. •Biological sciences Biological sciences encompass all the divisions of natural sciences examining various aspects of vital processes. The concept includes anatomy, physiology, cell biology, biochemistry and biophysics, and covers all organisms from microorganisms, animals to plants. •Health sciences The health sciences study health, disease and healthcare. This field of study aims to develop knowledge, interventions and technology for use in healthcare to improve the treatment of patients.
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