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Influence of CO2 partial pressure on electrochemical behavior of corrosion-resistant alloys for CO2 injection tubing of carbon capture and storage system CO2分压对碳捕集与封存系统CO2注入管耐腐蚀合金电化学行为的影响
IF 5.2 3区 工程技术 Q2 ENERGY & FUELS Pub Date : 2025-12-27 DOI: 10.1016/j.ijggc.2025.104564
Maryam Eslami , Xi Wang , Yoon-Seok Choi
Four different corrosion-resistant alloys (13Cr, super 13Cr, 25Cr duplex stainless, 25Cr super duplex stainless steel) were studied under two different CO2 partial pressures (0 and 13.8 MPa) at high temperature (150 °C) in a 3 wt.% NaCl solution. Electrochemical and exposure experiments were conducted at a consistent initial pH for comparison. The results indicate that 13Cr exhibits active corrosion behavior, whereas super 13Cr demonstrates typical passive behavior without re-passivation under the testing conditions. Both 25Cr duplex and 25Cr super duplex steels show exceptional corrosion resistance and passive behavior, with re-passivation potentials higher than corrosion potential in nearly all testing conditions. Passive films show similar composition and forward-scan responses under both experimental conditions; however, in the CO2 environment, the alloys repassivated only at more negative potentials than in the CO₂-free condition.
研究了4种不同的耐蚀合金(13Cr、超级13Cr、25Cr双相不锈钢、25Cr超级双相不锈钢)在高温(150℃)下CO2分压(0和13.8 MPa)和3wt .% NaCl溶液中的腐蚀性能。在相同的初始pH下进行电化学和暴露实验进行比较。结果表明:在试验条件下,13Cr合金表现为主动腐蚀行为,而超级13Cr合金表现为典型的无再钝化被动腐蚀行为。25Cr双相钢和25Cr超级双相钢都表现出优异的耐腐蚀性和被动行为,在几乎所有测试条件下,其再钝化电位都高于腐蚀电位。被动膜在两种实验条件下均表现出相似的成分和正向扫描响应;然而,在CO2环境中,合金只在负电位下比在无CO2条件下重钝化。
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引用次数: 0
Energy and economic performance of three amine technologies for carbon capture in integrated iron and steel production plants 三种胺类碳捕集技术在综合钢铁生产工厂的能源和经济效益
IF 5.2 3区 工程技术 Q2 ENERGY & FUELS Pub Date : 2025-12-27 DOI: 10.1016/j.ijggc.2025.104561
Ehsan Soroodan , Graeme Puxty , Sanger Huang , Paul Feron
This study presents a techno-economic comparison of three amine technologies for CO2 capture from three major CO2-rich flue gases in integrated iron and steelmaking processes. The amine technologies were based on aqueous solutions of 30 wt% MEA, a 13 wt% PZ and 27 wt% AMP blend (PZ/AMP), and CSIRO’s proprietary CAL008 absorbent. The flue gases considered, in order of decreasing CO2 intensity, were blast furnace gas (BFG), sintering gas (SG), and basic oxygen furnace gas (BOFG). Carbon capture systems utilised amine solutions in standard absorber-stripper and modified cold rich-split process configurations. The processes were simulated using ProTreat®, employing a rate-based approach to design and simulate absorber and stripper columns, targeting 90 % capture. Using the standard design, CAL008 achieved minimum regeneration duties of 2.82–2.97 MJ/kg CO2, comparable to PZ/AMP (2.56–2.76 MJ/kg CO2) and significantly lower than MEA (3.20–3.30 MJ/kg CO2). The cold rich-split modification further reduced the minimum regeneration duty, particulalry for BFG, with reductions of 14.3 % for CAL008, 12 % for PZ/AMP, and 6.2 % for MEA. The levelised cost of carbon capture (LCCC) was lowest for PZ/AMP among the amine technologies when applied to BFG, primarily due to its lower regeneration energy requirement. However, when considering absorbent management costs—including those associated with thermal and oxidative degradation, thermal reclaiming, and waste disposal—CAL008 had a lower LCCC than PZ/AMP and MEA for SG and BOFG. This advantage primarily stemmed from CAL008’s ability to be recovered from a degradation product, in contrast to MEA and PZ/AMP, which required replacement with fresh absorbent.
本研究介绍了从综合炼铁和炼钢过程中三种主要富二氧化碳烟气中捕获二氧化碳的三种胺技术的技术经济比较。胺技术基于30 wt% MEA, 13 wt% PZ和27 wt% AMP混合物(PZ/AMP)的水溶液,以及CSIRO专有的CAL008吸收剂。考虑的烟气按CO2强度递减顺序依次为高炉气(BFG)、烧结气(SG)和碱性氧炉气(BOFG)。碳捕获系统利用胺溶液在标准的吸收-汽提器和修改冷富分裂工艺配置。使用ProTreat®进行过程模拟,采用基于速率的方法设计和模拟吸收塔和汽提塔,目标是90%的捕获。使用标准设计,CAL008实现了2.82-2.97 MJ/kg CO2的最小再生负荷,与PZ/AMP (2.56-2.76 MJ/kg CO2)相当,显著低于MEA (3.20-3.30 MJ/kg CO2)。冷富裂改性进一步降低了最小再生率,特别是BFG, CAL008降低了14.3%,PZ/AMP降低了12%,MEA降低了6.2%。当应用于BFG时,PZ/AMP的碳捕获平准化成本(LCCC)是胺类技术中最低的,主要是由于其较低的再生能量需求。然而,考虑到吸收剂的管理成本——包括与热降解和氧化降解、热回收和废物处理相关的成本——对于SG和BOFG来说,cal008的LCCC低于PZ/AMP和MEA。这一优势主要源于CAL008从降解产物中回收的能力,而MEA和PZ/AMP则需要更换新的吸收剂。
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引用次数: 0
Effect of anionic surfactant on interfacial tension and wettability of rock/water/CO2 system under geological carbon storage conditions 阴离子表面活性剂对地质储碳条件下岩石/水/CO2体系界面张力和润湿性的影响
IF 5.2 3区 工程技术 Q2 ENERGY & FUELS Pub Date : 2025-12-27 DOI: 10.1016/j.ijggc.2025.104562
Marcopolo Alcantara Fuentes , Taehyung Park , Min-Kyung Jeon , Joo Yong Lee , Tae-Hyuk Kwon
This study tests the hypothesis that sodium dodecyl sulfate, a commercially available anionic surfactant, can enhance CO2 injection efficiency in geological carbon storage systems by simultaneously reducing interfacial tension and altering rock wettability. High-pressure and high-temperature experiments covered a wide range of pressure and temperature (1–12 MPa, 25–80 °C), covering from gaseous, sub-critical, to supercritical CO2 phases, and measured interfacial tensions and contact angles on quartz, Berea sandstone, and Mancos shale substrates in the absence and presence of sodium dodecyl sulfate. Results show that sodium dodecyl sulfate reduces the interfacial tension between CO2 and brine by up to 61% at 40 °C, with reduced effectiveness at 80 °C due to increased critical micelle concentration and thermal effects on surfactant packing. Static and dynamic contact angle measurements reveal that sodium dodecyl sulfate consistently shifts wettability toward more water-wet conditions, with quartz exhibiting the greatest sensitivity and shale showing moderate change. The pore network modelling analysis demonstrates that reductions in capillary factor caused by this anionic surfactant increase CO2 sweep efficiency. These findings highlight that sodium dodecyl sulfate can improve injectivity via interfacial tension reduction and can also enhance structural trapping by shalely caprock through wettability alteration. This study provides the first systematic experimental evidence of such effects on reservoir-relevant lithologies, sandstone as porous media and shale as caprock.
本研究验证了一种假设,即十二烷基硫酸钠(一种商用阴离子表面活性剂)可以通过同时降低界面张力和改变岩石润湿性来提高地质储碳系统中的CO2注入效率。高压和高温实验涵盖了广泛的压力和温度范围(1-12 MPa, 25-80℃),涵盖了从气态、亚临界到超临界CO2相,并测量了在十二烷基硫酸钠不存在和不存在的情况下,石英、Berea砂岩和Mancos页岩基质上的界面张力和接触角。结果表明,在40℃时,十二烷基硫酸钠使CO2和盐水之间的界面张力降低了61%,但在80℃时,由于临界胶束浓度的增加和表面活性剂填料的热效应,效果降低。静态和动态接触角测量结果显示,十二烷基硫酸钠持续地将润湿性转向更水湿的条件,石英表现出最大的敏感性,页岩表现出适度的变化。孔隙网络模型分析表明,这种阴离子表面活性剂降低了毛细管因子,提高了CO2扫描效率。这些研究结果表明,十二烷基硫酸钠可以通过降低界面张力来提高注入能力,也可以通过润湿性改变来增强页岩盖层的构造圈闭。这项研究提供了第一个系统的实验证据,证明这种影响与储层相关的岩性,砂岩作为多孔介质,页岩作为盖层。
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引用次数: 0
Towards carbon geosequestration: comparing the wettability performance of Western Australian altered basaltic rock/CO2/water systems 走向碳地球固存:比较西澳大利亚蚀变玄武岩/二氧化碳/水系统的润湿性性能
IF 5.2 3区 工程技术 Q2 ENERGY & FUELS Pub Date : 2025-12-24 DOI: 10.1016/j.ijggc.2025.104554
Seyi Philemon Akanji , Rossen Sedev , Lionel Esteban , Ausama Giwelli , Trevor Beardsmore , Heather Howard , Joel Sarout , Alireza Keshavarz , Stefan Iglauer
Geosequestration of carbon dioxide in basaltic rock formations is considered to have the potential to safely and permanently store significant quantities of this greenhouse gas and thereby mitigate its potential global warming effect. The success of this storage method is primarily dependent on the wettability behaviour of the rock-water-CO2 system, which significantly affects fluid distribution, fluid transport, storage capacity and containment security. This study investigates the wettability performance of several Western Australian altered basaltic rocks, of similar geochemistry, porosity and inter-connection. The wettability behaviour of the basaltic materials is assessed using water containing ions that have been leached from the rock samples used in this investigation (Synthetic Formational Water). Under realistic geo-storage conditions, most samples exhibited intermediate -wet behaviour at pressures of 10 to 80 bar and a temperature of 50 °C. Further increase in pressure from 80 to 100 bar at 50 °C changed the wettability of the altered basaltic rock samples with most samples changing from an intermediate-wet state to weakly CO2-wet state, while the other sample maintained this intermediate-wet at 100 bar and 50 °C temperature. This study highlights the potential of Western Australian altered basaltic rocks to be used for the mineral storage of CO2.
在玄武岩地层中封存二氧化碳被认为有可能安全、永久地储存大量这种温室气体,从而减轻其潜在的全球变暖效应。这种储存方法的成功主要取决于岩石-水-二氧化碳体系的润湿性,这对流体分布、流体输送、储存能力和密封安全性有很大影响。本文研究了几种具有相似地球化学特征、孔隙度和相互关系的西澳大利亚蚀变玄武岩的润湿性。玄武岩材料的润湿性行为是用含离子的水来评估的,这些离子是从本研究中使用的岩石样品中浸出的(合成地层水)。在实际的地质储存条件下,大多数样品在10至80 bar的压力和50°C的温度下表现出中间湿态。在50℃、80 ~ 100 bar的压力下,蚀变玄武岩样品的润湿性发生变化,大部分样品由中湿状态转变为弱co2湿状态,其余样品在100 bar、50℃温度下保持中湿状态。这项研究强调了西澳大利亚变质玄武岩用于二氧化碳矿物储存的潜力。
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引用次数: 0
Production of high-concentration CO2 from electrified limestone calcination for carbon capture applications 利用电气化石灰石煅烧生产高浓度二氧化碳,用于碳捕获应用
IF 5.2 3区 工程技术 Q2 ENERGY & FUELS Pub Date : 2025-12-24 DOI: 10.1016/j.ijggc.2025.104559
Cyril Bajamundi , Timo Leino , Juho Kauppinen , Oona Louhola , Mikko Lappalainen
Operating electrically heated kilns under high-CO2 atmospheres can increase CO2 capture efficiency but creates reducing conditions that drive CO formation. In this work, CO generation during limestone calcination in a 280 kW electrically heated rotary kiln at 75 vol-% CO2 and low O2 concentration is investigated. Equilibrium calculations indicate that sulphide and sulphite phases in limestone decompose, releasing SO2 and promoting CO formation. Complementary packed-bed experiments confirm that sulphur species are a major CO promoter and reveal a synergistic interaction between sulphur compounds and elevated CO2 levels. Using low-sulphur limestone could suppress CO emissions. Where low-sulphur feedstocks are unavailable, targeted electrolytic O2 or air injection coupled with indirect limestone preheating is proposed to strip sulphur and preserve the high-purity CO2 stream which will improve the efficiency of electrified kilns integrated with a carbon capture process.
在高二氧化碳气氛下操作电加热窑可以提高二氧化碳捕获效率,但也会创造促使CO形成的还原条件。在这项工作中,研究了石灰石在280千瓦的电加热回转窑中,在75 vol-%的CO2和低O2浓度下煅烧过程中CO的产生。平衡计算表明,石灰石中的硫化物和亚硫酸盐相分解,释放SO2,促进CO的形成。互补填充床实验证实了硫是主要的CO促进剂,并揭示了硫化合物与升高的CO2水平之间的协同相互作用。使用低硫石灰石可以抑制CO的排放。在低硫原料不可用的情况下,建议有针对性的电解O2或空气注入与间接石灰石预热相结合,以剥离硫并保留高纯度的二氧化碳流,这将提高与碳捕获过程相结合的电气化窑的效率。
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引用次数: 0
When is a central CO2 conditioning system beneficial for CCS from biogas?: A techno-economic analysis of capacities and distances 什么时候中央二氧化碳调节系统有利于沼气的CCS ?能力和距离的技术经济分析
IF 5.2 3区 工程技术 Q2 ENERGY & FUELS Pub Date : 2025-12-20 DOI: 10.1016/j.ijggc.2025.104563
Rikke C. Pedersen , Simon Roussanaly , Lars O. Nord , Jonas K. Jensen
Biogas plants are expected to play an important role in the future global energy system and hold a large potential for achieving negative CO2 emissions. In Denmark, CO2 separation is implemented in the majority of biogas plants. Therefore, their CO2 is readily available, only requiring the subsequent process steps conditioning, transportation, and storage to exploit the biogenic CO2 for net-negative emissions. However, biogas plants are relatively small point sources, which may result in high CCS deployment costs. Therefore, this study investigates how two biogas plants could economically benefit from sharing a common conditioning system. The technical performance of the processes are evaluated through process modelling and simulation, and a detailed economic analysis is used to evaluate the costs of the system. Four different options with different degrees of centralisation were considered. It was investigated for which emission levels and transport distances a centralised system shared between at least two biogas plants could be relevant. A shared conditioning system was found to yield economic benefits when two plants were located within 5 km to 10 km and when only the liquefaction and purification subprocesses were centralised. The results show that permanent storage of CO2 from biogas plants can be cost-competitive with other negative emission technologies. Furthermore, an average cost saving of 13 % can be achieved by relevant existing Danish plants when the CO2 conditioning process is shared between at least two biogas plants.
沼气厂有望在未来的全球能源系统中发挥重要作用,并具有实现负二氧化碳排放的巨大潜力。在丹麦,大多数沼气厂都实施了二氧化碳分离。因此,它们的二氧化碳很容易获得,只需要后续的工艺步骤调节、运输和储存,就可以利用生物源二氧化碳实现净负排放。然而,沼气厂是相对较小的点源,这可能导致高昂的CCS部署成本。因此,本研究调查了两个沼气厂如何从共享一个共同的调节系统中获得经济效益。通过过程建模和仿真来评价过程的技术性能,并使用详细的经济分析来评估系统的成本。考虑了四种不同集中化程度的不同方案。研究人员调查了至少两个沼气厂共享的集中系统的排放水平和运输距离是否相关。当两个工厂位于5公里至10公里范围内,并且只集中液化和净化子过程时,发现共享调节系统产生经济效益。结果表明,与其他负排放技术相比,永久储存沼气厂的二氧化碳在成本上具有竞争力。此外,当二氧化碳调节过程由至少两个沼气厂共享时,丹麦现有的相关工厂可以平均节省13%的成本。
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引用次数: 0
Techno-economic assessment of carbonate looping for cost-effective CO2 capture in waste incineration 碳酸盐环法在垃圾焚烧中捕集CO2的技术经济评价
IF 5.2 3区 工程技术 Q2 ENERGY & FUELS Pub Date : 2025-12-18 DOI: 10.1016/j.ijggc.2025.104558
Martin Greco-Coppi , Nelly Eisenbach , Manuel-Daniel Kurkunc , Markus Sattler , Nils Roloff , Jochen Ströhle , Bernd Epple
Waste incineration and waste-to-energy (WtE) plants play a key role in waste management worldwide. To avoid the high amounts of CO2 emissions associated with waste incineration, cost-effective capture solutions are required. Nevertheless, most capture processes entail high economic penalties, making them unprofitable under current carbon taxes. In this work, we compare two concepts for capturing CO2 emissions using carbonate looping (also known as calcium looping, CaL) technology. One concept involves retrofitting the capture facility at the back end. The other is a novel integration concept that uses pretreated waste to fire the calciner, replacing one incineration line. The CaL concepts are analyzed for retrofitting a German WtE plant, which treats 200 kt of waste per year. We performed a techno-economic assessment that includes process modeling using the software Aspen Plus. The process simulations were supported using reactor models validated with pilot plant data. The calculated mass and energy balances were used to dimension components and calculate economic indicators, including a sensitivity analysis. We obtained CO2 avoidance costs (CAC) of ca. 140 €/tCO2,av for the tail-end concept, in agreement with previous studies. On the other hand, the integrated concept has CAC of 27 €/tCO2,av, including compression but excluding transport and storage, making it competitive with the current price of CO2 certificates in the European Union. To the best of our knowledge, this is the lowest value reported in the scientific literature for CO2 capture from waste incineration plants to date.
垃圾焚烧和垃圾焚烧发电厂在全球废物管理中发挥着关键作用。为了避免与垃圾焚烧相关的大量二氧化碳排放,需要具有成本效益的捕集解决方案。然而,大多数捕集过程都需要高额的经济处罚,在目前的碳税下无利可图。在这项工作中,我们比较了使用碳酸盐环(也称为钙环,CaL)技术捕获二氧化碳排放的两个概念。其中一个概念涉及改造后端的捕获设施。另一个是一种新颖的集成概念,使用预处理的废物来燃烧煅烧炉,取代一条焚烧线。CaL的概念是分析改造德国WtE厂,每年处理200kt废物。我们进行了技术经济评估,包括使用软件Aspen Plus进行流程建模。通过中试工厂数据验证的反应器模型支持了过程模拟。计算出的质量和能量平衡用于量纲组件和计算经济指标,包括灵敏度分析。我们得到的二氧化碳避免成本(CAC)约为140欧元/吨二氧化碳,这与之前的研究一致。另一方面,综合概念的CAC为每吨二氧化碳27欧元,包括压缩,但不包括运输和储存,使其与欧盟目前的二氧化碳证书价格具有竞争力。据我们所知,这是迄今为止科学文献中关于垃圾焚烧厂二氧化碳捕获的最低值。
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引用次数: 0
Modelling temporal variations of direct-wave DAS traveltimes and amplitudes caused by CO2 injection 模拟二氧化碳注入引起的直波DAS行时和振幅的时间变化
IF 5.2 3区 工程技术 Q2 ENERGY & FUELS Pub Date : 2025-12-16 DOI: 10.1016/j.ijggc.2025.104555
Wanting Hou , Olivia Collet , Li-Yun Fu , Roman Isaenkov , Roman Pevzner , Pavel Shashkin , Boris Gurevich
Permanent downhole seismic receivers such as Distributed Acoustic Sensors (DAS) offer a useful means for long-term seismic monitoring. Indeed, amplitudes of seismic waves recorded using downhole DAS are sensitive to changes of formation properties and can be used to monitor these changes. A recent analysis of downhole DAS data acquired during a CO2 injection into a 1500 m deep shows that DAS amplitudes and traveltimes of direct waves emitted by permanent seismic sources are controlled by temporal variations of formation properties caused by injected CO2. Comparison of the observed traveltimes and amplitudes against 1.5D simulations over the entire length of the well shows a reasonably good agreement for source offsets of up to 600 m. The time-lapse effects in the vicinity of the reservoir interval are also reproduced by the 1.5 modelling reasonably well, but this modelling cannot explain strong depth variations of traveltime shifts and amplitudes below the injection interval. The decrease in time shifts below the plume is reproduced in 2D finite-difference simulations, which shows that this decrease is caused by a finite lateral size of the plume. Matching the modelled traveltimes and amplitudes for a range of plume thicknesses to field observations gives an estimate of the plume thickness. Modelling the effect of injected supercritical CO2 close to the well for uniform and patchy saturation models confirms that the CO2 saturation is likely closer to uniform, and is above 10 %. Above this value, the sensitivity of both traveltimes and amplitudes is insufficient to obtain a more definitive estimate.
分布式声波传感器(DAS)等永久性井下地震接收器为长期地震监测提供了一种有用的手段。实际上,使用井下DAS记录的地震波振幅对地层性质的变化很敏感,可以用来监测这些变化。最近对1500米深度CO2注入过程中获得的井下DAS数据的分析表明,永久震源发射的直波DAS振幅和传播时间受注入CO2引起的地层性质的时间变化控制。将观测到的传播时间和振幅与1.5D模拟在整个井长范围内的比较表明,对于高达600 m的源偏移,两者的一致性相当好。1.5模型也较好地再现了油藏层段附近的时移效应,但该模型不能解释注入层段以下行时位移和振幅的强烈深度变化。在二维有限差分模拟中再现了羽流下方时移的减少,这表明这种减少是由羽流的有限横向尺寸引起的。将模拟的旅行时间和烟柱厚度范围的振幅与实地观测相匹配,就得到了烟柱厚度的估计。对均匀和斑状饱和度模型在靠近井处注入超临界二氧化碳的影响进行建模,证实了二氧化碳饱和度可能更接近均匀,并且大于10%。在此值之上,旅行时间和振幅的灵敏度不足以获得更确定的估计。
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引用次数: 0
What gravity monitoring may reveal about CO₂ storage: Insights from the Sleipner site (Norway) 重力监测可能揭示的二氧化碳储存:来自Sleipner站点(挪威)的见解
IF 5.2 3区 工程技术 Q2 ENERGY & FUELS Pub Date : 2025-12-13 DOI: 10.1016/j.ijggc.2025.104556
Maurizio Milano, Luigi Bianco, Maurizio Fedi
This study explores the use of 4D surface gravity data to monitor CO₂ stored in geological formations. We show that gravity method can provide useful and independent information for tracking CO₂ plume development and estimating stored mass, thereby supporting the safety assessment of carbon storage. Our objective is to delineate the plume spatial extent, evaluate its depth, and estimate net CO₂ mass changes over time. We focus on the Sleipner storage site, where 4D gravity surveys have been used to monitor CO₂ migration. We computed the time-lapse gravity field from multi-physics simulations based on the Utsira benchmark model and defined a workflow to process the data. We first performed the boundary analysis of the gravity field to evaluate its capability to resolve the plume shape within the limits in spatial resolution. Then we showed that, despite the plume complex geometry, the field behaves as a homogeneous field at large altitudes. This allowed the DEXP transformation of the field to yield an accurate depth and mass estimation of the stored CO2 also confirmed by constrained inverse modeling.
This workflow was then applied to the gravity dataset collected as part of the Sleipner monitoring program. Despite limitations in spatial coverage and data sampling, the inferred CO₂ mass and plume extent from the Sleipner gravity data are consistent with injected volumes and the seismic plume boundaries, supporting the robustness of gravity-based monitoring.
这项研究探索了利用四维地表重力数据来监测地质构造中储存的二氧化碳。研究结果表明,重力法可为跟踪CO₂羽流发展和估算储存质量提供有用的独立信息,从而支持碳储存的安全性评估。我们的目标是描绘羽流的空间范围,评估其深度,并估计净CO₂质量随时间的变化。我们将重点放在Sleipner储存地点,在那里使用4D重力测量来监测CO₂的迁移。基于Utsira基准模型,通过多物理场模拟计算了时间推移重力场,并定义了处理数据的工作流程。我们首先对重力场进行了边界分析,以评估其在空间分辨率限制下分辨羽流形状的能力。然后我们证明,尽管羽流的几何形状很复杂,但在高海拔地区,磁场表现为均匀场。这使得DEXP对油田的变换能够产生准确的CO2储存深度和质量估计,约束逆模型也证实了这一点。然后将此工作流程应用于作为Sleipner监测程序的一部分收集的重力数据集。尽管在空间覆盖和数据采样方面存在局限性,但从Sleipner重力数据推断出的CO₂质量和羽流范围与注入体积和地震羽流边界一致,从而支持了重力监测的鲁棒性。
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引用次数: 0
A smart injection optimization for CO₂ sequestration: ensuring storage integrity through adaptive control and real-time monitoring 针对CO₂封存的智能注入优化:通过自适应控制和实时监控确保存储完整性
IF 5.2 3区 工程技术 Q2 ENERGY & FUELS Pub Date : 2025-12-11 DOI: 10.1016/j.ijggc.2025.104542
Ahmed Ali Shanshool Alsubaih, Kamy Sepehrnoori, Mojdeh Delshad
The oil and gas industry is undergoing a transformative shift towards digital and smart fields, driven by the integration of artificial intelligence (AI), machine learning (ML), and real-time data analytics. Within this context, the novelty of this study lies in the development of an adaptive smart injection system for CO₂ sequestration that integrates real-time monitoring with advanced control strategies. Unlike conventional injection schemes that rely on pre-defined injection plans, the proposed framework dynamically adjusts injection parameters to optimize storage efficiency while mitigating leakage risks. A fully three-dimensional reservoir model with three injection wells and one legacy well is simulated over 5 years of injection followed by 50 years of storage, using a commercial reservoir simulator coupled to Python-based supervisory control. Three control strategies Proportional Integral Derivative (PID) control, Reinforcement Learning (RL), and Genetic Algorithm (GA) based optimization are compared under a conservative bottom-hole pressure limit tied to the fracture gradient. In an uncontrolled case, 10.2 % of the injected CO₂ leaks through the legacy well. The smart injection framework reduces this leakage to 2.8 % with PID, 2.0 % with GA, and 1.6 % with RL, corresponding to an 84 % reduction for RL relative to the baseline. RL provides the greatest average leakage reduction and most adaptive response to changing reservoir conditions, whereas GA offers slightly higher leakage but the most consistent performance across realizations; PID serves as a simple benchmark with limited adaptability. These results demonstrate that AI- and optimization-driven control can substantially enhance CO₂ storage security and operational efficiency, with direct transferability to waterflooding, enhanced oil recovery, and underground gas storage operations.
在人工智能(AI)、机器学习(ML)和实时数据分析的整合推动下,油气行业正在经历向数字化和智能领域的转型。在此背景下,本研究的新颖之处在于开发了一种用于二氧化碳封存的自适应智能注入系统,该系统将实时监测与先进的控制策略相结合。与依赖预定义注入计划的传统注入方案不同,该框架动态调整注入参数,以优化储存效率,同时降低泄漏风险。利用商业油藏模拟器和基于python的监控系统,模拟了一个全三维油藏模型,包括3口注水井和1口旧井,注入时间为5年,储存时间为50年。在与裂缝梯度相关的保守井底压力限制下,比较了比例积分导数(PID)控制、强化学习(RL)和基于遗传算法(GA)的优化三种控制策略。在不受控制的情况下,10.2%的注入二氧化碳通过旧井泄漏。智能注入框架将PID、GA和RL的泄漏量分别减少到2.8%、2.0%和1.6%,与基线相比,RL减少了84%。RL提供了最大的平均泄漏减少和对不断变化的油藏条件的最适应性响应,而GA提供了略高的泄漏,但在各个实现中性能最一致;PID作为一种简单的基准,适应性有限。这些结果表明,人工智能和优化驱动的控制可以大大提高CO₂储存的安全性和作业效率,并可直接应用于水驱、提高采收率和地下储气作业。
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International Journal of Greenhouse Gas Control
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