A parallel compositional reservoir simulator for large-scale CO2 geological storage modeling and assessment.

IF 8.2 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES
Science of the Total Environment Pub Date : 2024-12-10 Epub Date: 2024-10-22 DOI:10.1016/j.scitotenv.2024.177065
Chaojie Di, Yizheng Wei, Kun Wang, Benjieming Liu, Peng Deng, Zhe Sun, Xuantong Lei, Zhangxin Chen
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引用次数: 0

Abstract

Storing CO2 in deep aquifers and depleted gas reservoirs is an effective way to achieve carbon neutrality. However, the numerical simulation of CO2 storage in these formations is challenging due to the complexity of gases-brine systems. The number of gas species included in the gases-brine fluid models of existing simulators cannot meet the rapidly evolving CO2 sequestration scenarios. To address this intricate issue, we developed a three-dimensional fully implicit parallel CO2 geological storage simulator (PRSI-CGCS) on distributed-memory computers based on our in-house parallel platform. This simulator uses a compositional fluid model with a diverse range of gas species, including CO2, C1 ~ C3, N2, H2S, as well as newly added gases H2 and O2, which may be encountered in geological CO2 storages. Besides, we provide more suitable scaling factors for different gases in the stability analysis bypassing (SAB) method to accelerate the gases-brine phase equilibrium calculations. PRSI-CGCS does not incorporate energy conservation equations, and salt precipitation or dissolution is also not considered. Numerical experiments show that our simulator is scalable, robust and validated to simulate large-scale CO2 storage problems with hundreds of millions of grid blocks on a parallel supercomputer cluster. Besides, after our modification on scaling factors, the SAB method can reduce the number of stability analyses by 61.39 % to 88.71 %, thereby reducing simulation time. Furthermore, case studies indicate that injecting O2 and H2 along with CO2 reduces the stability or capacity of CO2 storage and increases the pressure required for injection. However, this impact is not significant when the impurity content is less than 10 %.

用于大规模二氧化碳地质封存建模和评估的并行成分储层模拟器。
在深含水层和枯竭气藏中封存二氧化碳是实现碳中和的有效途径。然而,由于气体-盐水系统的复杂性,在这些地层中封存二氧化碳的数值模拟具有挑战性。现有模拟器的气体-盐层流体模型所包含的气体种类数量无法满足快速发展的二氧化碳封存方案。为了解决这个复杂的问题,我们在内部并行平台的基础上,在分布式内存计算机上开发了一个三维全隐并行二氧化碳地质封存模拟器(PRSI-CGCS)。该模拟器采用了成分流体模型,包含多种气体种类,包括 CO2、C1 ~ C3、N2、H2S,以及在二氧化碳地质封存中可能遇到的新增气体 H2 和 O2。此外,我们还在稳定性分析旁路(SAB)方法中为不同气体提供了更合适的比例因子,以加速气体-盐水相平衡计算。PRSI-CGCS 不包含能量守恒方程,也不考虑盐的沉淀或溶解。数值实验表明,我们的模拟器具有可扩展性、鲁棒性和有效性,可以在并行超级计算机集群上模拟数亿网格块的大规模二氧化碳封存问题。此外,在对扩展因子进行修改后,SAB 方法可将稳定性分析次数减少 61.39% 至 88.71%,从而缩短模拟时间。此外,案例研究表明,在注入 CO2 的同时注入 O2 和 H2 会降低 CO2 储存的稳定性或容量,并增加注入所需的压力。不过,当杂质含量低于 10% 时,这种影响并不明显。
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
Science of the Total Environment
Science of the Total Environment 环境科学-环境科学
CiteScore
17.60
自引率
10.20%
发文量
8726
审稿时长
2.4 months
期刊介绍: The Science of the Total Environment is an international journal dedicated to scientific research on the environment and its interaction with humanity. It covers a wide range of disciplines and seeks to publish innovative, hypothesis-driven, and impactful research that explores the entire environment, including the atmosphere, lithosphere, hydrosphere, biosphere, and anthroposphere. The journal's updated Aims & Scope emphasizes the importance of interdisciplinary environmental research with broad impact. Priority is given to studies that advance fundamental understanding and explore the interconnectedness of multiple environmental spheres. Field studies are preferred, while laboratory experiments must demonstrate significant methodological advancements or mechanistic insights with direct relevance to the environment.
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