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Efficient multi-objective optimization and operational analysis of amine scrubbing CO2 capture process with artificial neural network 利用人工神经网络对胺洗涤二氧化碳捕集工艺进行高效的多目标优化和运行分析
IF 4.6 3区 工程技术 Q2 ENERGY & FUELS Pub Date : 2024-09-09 DOI: 10.1016/j.ijggc.2024.104242
Yu-Da Hsiao , Chuei-Tin Chang

Amine scrubbing processes for post-combustion CO2 capture have been extensively studied and significantly improved via various novel designs. However, the amine scrubbers implemented nowadays were usually not optimized according to a number of different evaluation criteria. This is often due to the fact that, for high dimensional design spaces, the rigorous simulation runs needed to facilitate process optimization always calls for huge numbers of simulation software accesses and overwhelming iterative calculations. Therefore, in this study, the well-trained surrogate model was adopted to replace its rigorous counterpart for the purpose of ensuring efficient optimization runs in practical applications. In current study, two objectives, i.e., the specific equivalent work and the CO2 capture level, were both rapidly and effectively optimized in various practical scenarios with different flue gas CO2 concentrations. The corresponding operational parameters and utility consumptions were also easily obtained without additional effort. The computation results obtained so far showed that the proposed surrogate-assisted approach can be utilized to significantly reduce the computational load in practice.

人们对用于燃烧后二氧化碳捕集的胺洗涤工艺进行了广泛的研究,并通过各种新颖的设计对其进行了大幅改进。然而,现在实施的胺洗涤器通常没有根据许多不同的评估标准进行优化。这通常是由于,对于高维设计空间,为促进工艺优化而进行的严格模拟运行总是需要访问大量模拟软件,并进行大量的迭代计算。因此,在本研究中,采用了训练有素的代用模型来取代严格的对应模型,以确保在实际应用中进行高效的优化运行。在本研究中,两个目标,即具体当量功和二氧化碳捕集水平,都在不同烟气二氧化碳浓度的各种实际场景中得到了快速有效的优化。相应的运行参数和功耗也很容易获得,无需额外工作。迄今为止获得的计算结果表明,所提出的代用辅助方法在实际应用中可显著减少计算负荷。
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引用次数: 0
Pre-screening of induced seismicity risks for CO2 injection at Trüllikon, Switzerland 瑞士特吕利孔二氧化碳注入诱发地震风险预筛查
IF 4.6 3区 工程技术 Q2 ENERGY & FUELS Pub Date : 2024-09-04 DOI: 10.1016/j.ijggc.2024.104239
Ryan Schultz , Antonio Pio Rinaldi , Philippe Roth , Herfried Madritsch , Thanushika Gunatilake , Stefan Wiemer

Successful carbon injection operations depend critically on the management of risks, like induced seismicity. Here, we consider the bowtie risk management framework to organize pre-screening efforts around a prospective CO2 injection operation near Trüllikon, Switzerland. First, potential barriers/threats are appraised via a literature review of the regional seismotectonics, hydrogeology, and nearby induced seismicity cases – which suggests a natural propensity for earthquakes because of the proximity to the Neuhausen Fault and a lack of effective underlying hydrogeological barriers. Next, we engineer barriers to fault reactivation by quantifying the fault slip potential. The closest (∼700 m) and most susceptible (∼3.0 km) portions of the Neuhausen Fault would require ∼1.7 MPa and ∼0.47 MPa for reactivation, respectively. The most susceptible (unknown) faults are normal slip (168° strike) that require ∼0.23 MPa for reactivation. Injection simulations indicate pressure changes on Neuhausen Fault segments of 0.01–0.05 MPa – values that are 1–2 orders-of-magnitude smaller than those needed for fault reactivation. These engineered barriers limit the potential for fault reactivation. However, if these barriers prove totally ineffective, we have also designed a traffic light protocol as a reactive mitigation measure. Forecast estimates of nuisance, damage, and fatalities are used to infer the last-possible stopping-point based on a comparison with operation-ending risks encountered at Basel and St. Gallen. This indicates a red- and yellow-lights of MW ∼2.0 and MW ∼0.0, respectively. We synthesize these disparate pre-screening analyses to recommend performance targets for real-time seismic monitoring. Future CO2 operations will likely find our approach helpful for designing effective risk management.

成功的注碳作业关键取决于对诱发地震等风险的管理。在此,我们考虑采用弓形风险管理框架,围绕瑞士特吕利孔附近的潜在二氧化碳注入作业组织预筛选工作。首先,通过对区域地震构造、水文地质和附近诱发地震案例的文献回顾,对潜在的障碍/威胁进行评估。接下来,我们通过量化断层滑动潜能,设计出断层再活化的障碍。诺伊豪森断层最近(700 米)和最易受影响(3.0 千米)的部分分别需要 1.7 兆帕和 0.47 兆帕的压力才能重新激活。最易受影响的(未知)断层是正常滑动断层(走向 168°),重新激活所需的压力为 0.23 兆帕。注入模拟表明,诺伊豪森断层段的压力变化为 0.01-0.05 兆帕,比断层重新激活所需的压力变化小 1-2 个数量级。这些工程障碍限制了断层重新激活的可能性。不过,如果这些屏障被证明完全无效,我们还设计了一种交通灯协议作为被动缓解措施。在与巴塞尔和圣加仑的运行终结风险进行比较的基础上,利用对滋扰、损害和死亡的预测估计来推断最后可能的停止点。这表明,红灯和黄灯分别为 MW ∼ 2.0 和 MW ∼ 0.0。我们综合了这些不同的预筛选分析,为实时地震监测推荐了性能目标。未来的二氧化碳作业可能会发现我们的方法有助于设计有效的风险管理。
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引用次数: 0
Numerical simulation of impurity-containing supercritical CO2 pipeline transport in CCUS 含杂质超临界二氧化碳管道在 CCUS 中输送的数值模拟
IF 4.6 3区 工程技术 Q2 ENERGY & FUELS Pub Date : 2024-09-04 DOI: 10.1016/j.ijggc.2024.104236
Jianxin Lu , Qihui Hu , Duihong Zhang , Feng Yan , Yuxing Li , Chaofei Nie

CO2 pipelines in CCUS frequently operate under unstable conditions due to transient factors, such as fluctuations in gas flow at the pipeline's starting and ending points. In this study, a one-dimensional transient flow model of CO2 pipeline containing impurities is proposed, which is capable of coupling the hydraulic and thermal factors in the flow process to achieve the hydraulic calculation along the pipeline in the slow transient process. The engineering simulation software OLGA is used to test and verify the model, the result of which shows the model produces comparable calculation results with improved computational stability. The model is used to investigate the effects of the slow transient conditions and three capture methods on the pipeline, and the results show that: (1) the fluctuations in the outlet flow have different effects along the pipeline., (2) the existence of the gas distributing and gathering points has different effects on the upstream and downstream, (3) there is a big difference in the content and type of impurities under the different capture methods, which greatly affects the CO2 pipeline operation under the slow transient conditions.

由于瞬态因素,如管道起点和终点的气体流量波动,CCUS 中的 CO2 管道经常在不稳定的条件下运行。本研究提出了含杂质 CO2 管道的一维瞬态流动模型,该模型能够耦合流动过程中的水力和热力因素,实现管道在缓慢瞬态过程中的水力计算。使用工程仿真软件 OLGA 对模型进行了测试和验证,结果表明该模型能产生可比的计算结果,并提高了计算稳定性。利用该模型研究了慢速瞬态条件和三种捕获方法对管道的影响,结果表明:(1) 出口流量的波动对管道沿线的影响不同;(2) 配气点和集气点的存在对上下游的影响不同;(3) 不同捕集方式下杂质的含量和种类差异较大,这对慢瞬态工况下 CO2 管道的运行影响很大。
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引用次数: 0
Dynamic modeling of geological carbon storage in aquifers – workflows and practices 含水层地质碳储存动态建模--工作流程与实践
IF 4.6 3区 工程技术 Q2 ENERGY & FUELS Pub Date : 2024-09-03 DOI: 10.1016/j.ijggc.2024.104235
Seyyed A. Hosseini , Reza Ershadnia , Lisa Lun , Stephen Morgan , Matthew Bennett , Chris Skrivanos , Boxiao Li , Mohamad Reza Soltanian , Rajesh Pawar , Susan D. Hovorka

Geological carbon storage (GCS), particularly within deep saline aquifers, is considered a promising and efficient approach for sequestering significant volumes of anthropogenic CO2. Computational models play a crucial role in assessing the feasibility of GCS, as they contribute to risk assessment, delineation of area of review, short-term and long-term monitoring design, regulatory compliance, decision-making, project planning and optimization. Currently, there are numerous applications for Class VI permits with accompanied GCS modeling results with various levels of implementation of best practices that the industry and academia has developed over the past several years. It is, therefore, necessary to document the established practices, with the aim of creating a more unified approach for modeling CO2 behavior in aquifers. This study provides an overview of practices and workflows for reservoir modeling, particularly focusing on CO2 storage in saline aquifers, with a specific attention to the United States regulations, including those set by the Environmental Protection Agency (EPA). We focus on technical challenges and potential solutions for creating reasonably accurate and scientifically robust GCS dynamic models within aquifers, while considering factors like hydrodynamics, geology, thermophysics, geochemistry, and geomechanics. Our goal is to provide a valuable resource to both industry stakeholders and academic researchers, enhancing the understanding of GCS dynamic modeling implementations and directing future research and development efforts in line with Class VI permit objectives.

地质碳封存(GCS),尤其是在深层含盐含水层内的地质碳封存,被认为是封存大量人为二氧化碳的一种有前途的高效方法。计算模型在评估地质碳封存的可行性方面发挥着至关重要的作用,因为它们有助于风险评估、审查区域的划定、短期和长期监测设计、监管合规、决策、项目规划和优化。目前,有许多第六类许可申请都附有全球监控系统建模结果,并在不同程度上实施了行业和学术界在过去几年中开发的最佳实践。因此,有必要记录既定实践,以便为含水层中的二氧化碳行为建模提供更加统一的方法。本研究概述了储层建模的实践和工作流程,尤其侧重于含盐含水层中的二氧化碳封存,特别关注美国的法规,包括环境保护局(EPA)制定的法规。我们重点关注在含水层中创建合理准确、科学可靠的 GCS 动态模型所面临的技术挑战和潜在解决方案,同时考虑流体力学、地质学、热物理学、地球化学和地质力学等因素。我们的目标是为行业利益相关者和学术研究人员提供有价值的资源,加强对全球地下水系统动态模型实施的理解,并引导未来的研发工作与 VI 级许可目标保持一致。
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引用次数: 0
CO2-brine interactions in anhydrite-rich rock: Implications for carbon mineralization and geo-storage 富含无水石膏的岩石中二氧化碳与盐水的相互作用:对碳矿化和地质储存的影响
IF 4.6 3区 工程技术 Q2 ENERGY & FUELS Pub Date : 2024-09-01 DOI: 10.1016/j.ijggc.2024.104202
Abubakar Isah , Mohamed Mahmoud , Arshad Raza , Mobeen Murtaza , Muhammad Arif , Muhammad Shahzad Kamal

The utilization of subsurface geologic media for carbon capture and storage through mineralization has been recognized as a reliable approach. However, less attention has been given to anhydrite rock type for CO2 mineralization and storage. Anhydrite-rich rock formations, commonly found in various geological settings, have the potential to serve as natural carbon sinks through the mineralization of CO2. Therefore, this study aims to investigate the mechanisms and potential of anhydrite-CO2-brine interactions for carbon storage. The experimental approach involved exposing anhydrite-rich rock to supercritical CO2-brine environments under varying conditions of fluid composition. Mineral transformation of an outcrop anhydrite-rich rock sample in static reactor under subsurface conditions of elevated temperature (60 °C) and pressure (104 bar), in the absence and the presence of SrCl2 was conduct for a one-month period. Mineralogical and geochemical analyses, including, solution analyses, X-ray fluorescence, X-ray diffraction, micro-computed tomography, and mechanical properties were conducted to examine the changes in the composition and rock structure resulting from the interactions. The experimental reactions revealed that anhydrite undergoes mineral transformation upon exposure to supercritical CO2-saturated brine to form stable minerals including calcite, dolomite, magnesite, and strontianite, which contributes to the potential for long-term storage of CO2 in the subsurface geologic media. The efficiency and extent of carbon mineralization were found to be influenced by brine composition. These findings contribute to the understanding of the potential of these formations for carbon storage, opening avenues for further research and the development of effective carbon capture and storage strategies.

利用地下地质介质通过矿化进行碳捕集与封存已被公认为是一种可靠的方法。然而,人们对无水岩类型的二氧化碳矿化和封存关注较少。富含无水石膏的岩层普遍存在于各种地质环境中,具有通过二氧化碳矿化成为天然碳汇的潜力。因此,本研究旨在探究无水岩-CO2-盐水相互作用的机制和碳封存潜力。实验方法包括在不同的流体成分条件下,将富含无水石膏的岩石暴露在超临界二氧化碳-盐水环境中。在温度(60 °C)和压力(104 巴)升高的地下条件下,在无氯化锰和有氯化锰的情况下,在静态反应器中对露头富含无水石膏的岩石样本进行了为期一个月的矿物转化。进行了矿物学和地球化学分析,包括溶液分析、X 射线荧光、X 射线衍射、微型计算机断层扫描和机械性能,以研究相互作用导致的成分和岩石结构的变化。实验反应表明,无水石膏在接触超临界二氧化碳饱和盐水后会发生矿物转化,形成稳定的矿物,包括方解石、白云石、菱镁矿和锶铁矿,这有助于在地下地质介质中长期封存二氧化碳。碳矿化的效率和程度受盐水成分的影响。这些发现有助于了解这些地层的碳封存潜力,为进一步研究和开发有效的碳捕获与封存战略开辟了道路。
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引用次数: 0
Corrigendum to “SEWGS integration in a direct reduction steelmaking process for CO2 mitigation” [International Journal of Greenhouse Gas Control, Volume 130 (2023), 103991] 更正:"将 SEWGS 纳入直接还原炼钢工艺以减少 CO2 排放"[《国际温室气体控制杂志》,第 130 卷(2023 年),103991]
IF 4.6 3区 工程技术 Q2 ENERGY & FUELS Pub Date : 2024-09-01 DOI: 10.1016/j.ijggc.2024.104203
Nicola Zecca , Paul D. Cobden , Leonie Lücking , Giampaolo Manzolini
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引用次数: 0
Compositional controls on the Lower Cretaceous Rodby Shale pore structure and surface area: a planned CCS top seal caprock for the Acorn storage site 下白垩统罗德比页岩孔隙结构和表面积的成分控制:橡子储藏场计划采用的 CCS 顶封盖岩
IF 4.6 3区 工程技术 Q2 ENERGY & FUELS Pub Date : 2024-09-01 DOI: 10.1016/j.ijggc.2024.104219
N.A. AlNajdi, R.H. Worden, James E.P. Utley

Fine-grained lithologies above CCS reservoirs cannot automatically be assumed to be mineralogically stable, or high quality top-seals to highly pressured CO2 as saline aquifer have previously contained hydrostatically pressured water. We have investigated the mineralogy, pore systems and surface area characteristics of the Lower Cretaceous Rodby Shale, the caprock to the Captain Sandstone at the UK's planned Acorn/Goldeneye CCS site. Rodby Shale core was logged and analysed by XRD, light microscopy, and SEM. Grain size was measured using laser particle size analysis. Mercury intrusion porosimetry and nitrogen adsorption analysis were used to characterise the pore network. The Rodby is smectite-rich and contains abundant calcite as well as quartz silt with small quantities of chlorite and plagioclase. Calcite was sourced from benthic microfossils, locally recrystallised to create a pore-filling cement. The mean pore throat and pore body diameter are about 17 nm putting the Rodby in the mesopore range and suggesting a predominance of slit-like pores. There are three lithofacies in the Rodby Shale: (i) high surface area clay-rich shale, (ii) low surface area calcite-rich shale, (iii) intermediate surface area quartz-rich. if the second lithotype encountered CO2, then the resulting calcite dissolution would lead to increasing surface area of the remaining shale. The Rodby Shale has good potential to be an effective barrier for CO2 escape, based on assessments of diffusion rate and post-breakthrough advection rate as well as stability and sealing assessments.

CCS 储层上的细粒岩性不能自动被认为是矿物学上稳定的,也不能自动被认为是高压二氧化碳的优质顶封,因为含盐含水层以前曾含有静水压水。我们对下白垩统罗德比页岩的矿物学、孔隙系统和表面积特征进行了研究,罗德比页岩是英国计划中的橡果/金眼 CCS 现场船长砂岩的盖岩。对罗德比页岩岩芯进行了记录,并通过 XRD、光学显微镜和扫描电镜进行了分析。使用激光粒度分析仪测量了粒度。汞侵入孔隙测定法和氮吸附分析用于确定孔隙网络的特征。罗德比富含直闪石,含有丰富的方解石以及石英粉,还有少量绿泥石和斜长石。方解石来自海底微化石,局部重结晶后形成孔隙填充胶结物。孔喉和孔体的平均直径约为 17 nm,罗德贝属于中孔范围,表明主要是缝隙状孔隙。罗德比页岩有三种岩性:(i) 高表面积富含粘土的页岩,(ii) 低表面积富含方解石的页岩,(iii) 中等表面积富含石英的页岩。如果第二种岩性遇到二氧化碳,那么由此产生的方解石溶解将导致剩余页岩的表面积增大。根据对扩散率和突破后的吸附率以及稳定性和密封性的评估,罗德比页岩很有可能成为二氧化碳逃逸的有效屏障。
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引用次数: 0
A review of CO2-injection projects in the Brazilian Pre-Salt — Storage capacity and geomechanical constraints 巴西盐下层二氧化碳注入项目回顾--储存能力和地质力学制约因素
IF 4.6 3区 工程技术 Q2 ENERGY & FUELS Pub Date : 2024-09-01 DOI: 10.1016/j.ijggc.2024.104232
João Paulo Pereira Nunes , Gabriel S. Seabra , Luis Carlos de Sousa Jr.

This review describes the main geological and geomechanical aspects of CO2-injection projects in the Brazilian Pre-Salt reservoirs, focusing on the storage potential and geomechanical aspects of CO2 injection. The Pre-Salt reservoirs in the Santos Basin offer favorable conditions for CCS due to their geological characteristics and existing infrastructure. The thick evaporite caprock, primarily composed of halite, acts as an efficient seal against CO2 migration. The CO2-injection in the Pre-Salt has been active since 2010, with significant amounts of CO2 already stored in the reservoirs. The volumetric assessment estimates the static storage capacity of the Pre-Salt reservoirs to be over 3.3 Gt of CO2, considering only the four fields currently undergoing injection. Geomechanical constraints, including the maximum injection pressure and caprock integrity, are crucial considerations for safe CCS operations. The high stress regime and the hydrostatic state of the caprock minimize the risk of fracturing during injection. Furthermore, dynamic storage capacity calculations indicate the feasibility of injecting CO2 into Pre-Salt reservoirs. This review provides insights into the current state and future prospects of CO2-injection projects in the Brazilian Pre-Salt, contributing to the development of sustainable carbon mitigation strategies in the region.

本综述介绍了巴西前盐储层二氧化碳注入项目的主要地质和地质力学方面,重点是二氧化碳注入的封存潜力和地质力学方面。桑托斯盆地的前盐储层因其地质特征和现有基础设施而为 CCS 提供了有利条件。主要由海绿石组成的厚蒸发岩盖岩可有效密封二氧化碳的迁移。自 2010 年以来,前盐区的二氧化碳注入活动一直在进行,储层中已经储存了大量的二氧化碳。体积评估估计,仅考虑目前正在注入的四个油田,前盐储层的二氧化碳静态储存能力超过 3.3 千兆吨。地质力学制约因素,包括最大注入压力和盖岩完整性,是 CCS 安全运行的关键因素。毛岩的高应力机制和静水状态最大程度地降低了注入过程中发生断裂的风险。此外,动态存储容量计算表明,将二氧化碳注入前盐储层是可行的。本综述深入探讨了巴西盐下层二氧化碳注入项目的现状和未来前景,有助于该地区制定可持续的碳减排战略。
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引用次数: 0
Corrigendum to “Minimizing exposure to legacy wells and avoiding conflict between storage projects: Exploring Area of Review as a screening tool” [International Journal of Greenhouse Gas Control, v. 129 (2023), 103967] 更正:"尽量减少遗留井的暴露和避免储存项目之间的冲突:探索将审查区作为筛选工具"[《国际温室气体控制杂志》,第129(2023)期,103967]
IF 4.6 3区 工程技术 Q2 ENERGY & FUELS Pub Date : 2024-09-01 DOI: 10.1016/j.ijggc.2024.104230
Alexander P. Bump, Susan D. Hovorka
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引用次数: 0
Oxyfuel combustion based carbon capture onboard ships 基于纯氧燃烧的船舶碳捕获技术
IF 4.6 3区 工程技术 Q2 ENERGY & FUELS Pub Date : 2024-08-26 DOI: 10.1016/j.ijggc.2024.104234
Michael Wohlthan , Bernhard Thaler , Antonia Helf , Florian Keller , Vanessa Kaub , Roland Span , Martin Gräbner , Gerhard Pirker

Reducing greenhouse gas emissions in the shipping sector is a challenging task. While renewable fuels stand out as the most promising long-term solution, their near- and mid-term viability is hampered by limited availability and high costs. An alternative approach is onboard carbon capture, which can reduce emissions from new ships as well as retrofitted vessels. This paper examines the techno-economic potential of oxyfuel combustion based carbon capture on ships. The oxyfuel concept uses an oxygen-rich atmosphere in the combustion process, resulting in a mixture of carbon dioxide and water. After the condensation of water, the carbon dioxide rich gas can be directly stored on board. Various onboard oxygen supply concepts are investigated, including different technologies for onboard air separation and liquid oxygen bunkering. Influences on the ship energy system are studied by system simulation of a deep-sea container vessel. Benchmarked against a technologically mature post-combustion carbon capture system, the results show that the oxyfuel concepts have limited competitiveness because of reduced engine efficiencies and high energy demands for onboard oxygen supply. Avoiding onboard oxygen supply by using liquefied oxygen as a byproduct from onshore electrolysis increases energy efficiency and the competitiveness of oxyfuel combustion but requires additional storage space. Sensitivity analyses highlight that the engine combustion concept and engine efficiency are the most critical influences on the techno-economic performance.

减少航运业的温室气体排放是一项具有挑战性的任务。虽然可再生燃料是最有前景的长期解决方案,但其近期和中期的可行性却因供应有限和成本高昂而受到阻碍。另一种方法是船载碳捕集,它可以减少新船和改装船的排放量。本文探讨了基于纯氧燃烧的船舶碳捕集技术的技术经济潜力。全氧燃烧概念在燃烧过程中使用富氧环境,产生二氧化碳和水的混合物。水凝结后,富含二氧化碳的气体可直接储存在船上。研究了各种船上供氧概念,包括不同的船上空气分离技术和液氧加油技术。通过对深海集装箱船进行系统模拟,研究了对船舶能源系统的影响。以技术成熟的燃烧后碳捕获系统为基准,结果表明,由于发动机效率降低和船上供氧的高能耗需求,纯氧燃料概念的竞争力有限。通过使用岸上电解产生的副产品液化氧气来避免机载氧气供应,可以提高能源效率和纯氧燃烧的竞争力,但需要额外的存储空间。敏感性分析突出表明,发动机燃烧概念和发动机效率是影响技术经济性能的最关键因素。
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引用次数: 0
期刊
International Journal of Greenhouse Gas Control
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