Wettability alteration

  • 文章类型: Journal Article
    低盐度水驱(LSWF)是一种旨在改变岩石与流体之间的相互作用的技术,特别是改变润湿性并降低界面张力(IFT)。然而,关于异质润湿性和初始水饱和度(Swi)的存在如何影响LSWF的有效性的理解仍然有限。这项研究有助于在异质润湿性的背景下更深入地了解LSWF机制,同时也考虑Swi。模拟是使用OpenFOAM进行的,采用非反应性准三相流求解器,该求解器考虑了低盐度(LSW)和高盐度水(HSW)混合过程中的润湿性改变和IFT降低。设计了异质孔隙几何形状,模拟了四个不同的场景,考虑到Swi的存在,同时涵盖异质和均匀的润湿性条件。这些情景包括二次高盐度水淹(HSWF),三级和二级LSWF。值得注意的是,模拟显示,二级LSWF在所有情况下始终产生最高的石油采收率,达到96.98%的回收率。此外,Swi的存在显著影响LSWF在采油方面的性能,特别是在不均匀的润湿性条件下,它可以提高高达3.5%的回收率,但是在均匀的润湿性中,它使回收率降低了近26%。这些模拟还强调了石油和HSW相的分布在深刻影响LSWF结果方面所起的关键作用。
    Low-Salinity Water Flooding (LSWF) is a technique aimed at modifying the interactions between rock and fluids particularly altering wettability and reducing interfacial tension (IFT). However, there remains limited understanding of how heterogeneous wettability and the presence of Initial Water Saturation (Swi) can impact the effectiveness of LSWF. This study contributes to a deeper understanding of LSWF mechanisms in the context of heterogeneous wettability, while also considering Swi. The simulations were conducted using OpenFOAM, employing a non-reactive quasi-three-phase flow solver that accounts for wettability alteration and IFT reduction during the mixing of Low-Salinity (LSW) and High-Salinity Water (HSW). A heterogeneous pore geometry is designed, and four distinct scenarios are simulated, encompassing both heterogeneous and homogeneous wettability conditions while considering the presence of Swi. These scenarios included secondary High-Salinity Water Flooding (HSWF), tertiary and secondary LSWF. Notably, the simulations reveal that secondary LSWF consistently yields the highest oil recovery across all scenarios, achieving recovery rates of up to 96.98 %. Furthermore, the presence of Swi significantly influences the performance of LSWF in terms of oil recovery, particularly in heterogeneous wettability conditions where it boosts recovery by up to 3.5 %, but in homogeneous wettability, it decreases recovery by nearly 26 %. These simulations also underscore the pivotal role played by the distribution of oil and HSW phases in profoundly affecting the outcomes of LSWF.
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  • 文章类型: Journal Article
    在枯竭的天然气和石油储层中储存二氧化碳和氢气对于减少温室气体排放和推进可再生能源计划具有巨大的潜力。然而,实现有效的储存需要彻底理解在不同条件下界面张力和润湿性变化之间的动态相互作用。这篇全面的综述研究了几个关键参数对CO2和氢气注入和储存过程中IFT和润湿性变化的多方面影响。通过对压力的细致分析,温度,治疗持续时间,pH值,纳米粒子的存在,有机酸,阴离子表面活性剂,和岩石特征,这篇综述阐明了控制储层环境中IFT和润湿性变化的复杂机制。通过综合最近的实验和理论进展,这篇综述旨在全面了解IFT和润湿性改变的潜在过程,从而促进储存效率的优化和贫化储层作为碳捕获和储存或储氢解决方案的长期生存能力。从这项分析中收集到的见解为研究人员提供了宝贵的指导,工程师,和政策制定者参与利用枯竭的水库的潜力,以实现可持续的能源解决方案和环境保护。这种知识的合成是未来研究工作的基础资源,旨在提高贫化储层中CO2和氢气储存的有效性和可靠性。
    The storage of CO2 and hydrogen within depleted gas and oil reservoirs holds immense potential for mitigating greenhouse gas emissions and advancing renewable energy initiatives. However, achieving effective storage necessitates a thorough comprehension of the dynamic interplay between interfacial tension and wettability alteration under varying conditions. This comprehensive review investigates the multifaceted influence of several critical parameters on the alterations of IFT and wettability during the injection and storage of CO2 and hydrogen. Through a meticulous analysis of pressure, temperature, treatment duration, pH levels, the presence of nanoparticles, organic acids, anionic surfactants, and rock characteristics, this review elucidates the intricate mechanisms governing the changes in IFT and wettability within reservoir environments. By synthesizing recent experimental and theoretical advancements, this review aims to provide a holistic understanding of the processes underlying IFT and wettability alteration, thereby facilitating the optimization of storage efficiency and the long-term viability of depleted reservoirs as carbon capture and storage or hydrogen storage solutions. The insights gleaned from this analysis offer invaluable guidance for researchers, engineers, and policymakers engaged in harnessing the potential of depleted reservoirs for sustainable energy solutions and environmental conservation. This synthesis of knowledge serves as a foundational resource for future research endeavors aimed at enhancing the efficacy and reliability of CO2 and hydrogen storage in depleted reservoirs.
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  • 文章类型: Journal Article
    在这项工作中,本发明提供了一种有效解聚木质素和可控产物分布的有益方法。木质素,丰富的芳香生物聚合物,具有生产各种生物燃料和化学吸附剂的潜力,有望有利于未来的循环经济。微波-超声(MW/US)辅助的木质素的有效解聚提供了用于制造待研究的起始材料的一些芳族材料。一些基于Ni2+的纳米有机金属表面活性剂(NOMS),Cu2+,Co2+,Fe3+,除了2-羟基萘-磺胺之外,还合成了Mn2+以提高石油采收率(EOR)。在这项工作中,通过动态界面张力(IFT)的研究,对NOMS效率的评估是提高重油采收率,接触角,和化学洪水情景。NOMS-Ni2表现出最大的粘度和屈服值降低。研究了在40、60和80°C的温度下,将粘度分别从空白原油粘度9978.8、8005.6和5008.6Pas降至819.9、659.89和499.9Pas。τB值的降低也通过OMS-Ni2获得。针对Ni2衍生物(0.1×10-1mNm-1)记录了最小IFT。用NOMS-Ni2+表面活性剂实现了完全的润湿性改变(约6.01)。在50°C和499psi作为注入压力下,使用砂粒模型作为多孔介质,在表面活性剂浓度(1、1.5、2和2.5%)下进行了3组驱油测试。与相同浓度的其他NOMS-M2相比,NOMS-Ni2形成的最佳值(OR)分别为62、81、85.2和89%。文中描述了交替润湿性的机理。在40、60和80°C的温度下研究用过的重质原油的流变学。
    In this work, a beneficial approach for efficient depolymerization of lignin and controllable product distribution is provided. Lignin, an abundant aromatic biopolymer, has the potential to produce various biofuels and chemical adsorption agents and is expected to benefit the future circular economy. Microwave-ultrasonic (MW/US) assisted efficient depolymerization of lignin affords some aromatic materials used in manufacturing the starting material to be investigated. Some nano organometallic surfactants (NOMS) based on Ni2+, Cu2+, Co2+, Fe3+, and Mn2+ besides 2-hydroxynaphth-sulphanilamide are synthesized to enhance oil recovery (EOR). In this work, the assessment of the NOMS\'s efficiency was improving the heavy oil recovery via the study of the dynamic interfacial tension (IFT), contact angle, and chemical flooding scenarios. The NOMS-Ni2+ exhibited the maximum reduction of viscosity and yield values. Dropping the viscosity to 819.9, 659.89, and 499.9 Pa s from blank crude oil viscosity of 9978.8, 8005.6, and 5008.6 Pa s respectively at temperatures of 40, 60, and 80 °C was investigated. The reduction of τB values was obtained also by OMS-Ni2+. The minimum IFT was recorded against the Ni2+ derivatives (0.1 × 10-1 mN m-1). The complete wettability alteration was achieved with the NOMS-Ni2+ surfactant (ɵ ≅ 6.01 ) . The flooding test has been steered in 3 sets using the sand-packed model as a porous media at surfactant concentrations (1, 1.5, 2 and 2.5%) at 50 °C and 499 psi as injection pressure. The best value (ORs) formed for NOMS-Ni2+ were 62, 81, 85.2, and 89% respectively as compared with other NOMS-M2+ at the same concentrations. The mechanism of alternating wettability was described in the text. The rheology of the used heavy crude oil was investigated under temperatures of 40, 60, and 80 °C.
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  • 文章类型: Journal Article
    强化采油(EOR)工艺是石油和天然气工业中使用的技术,目的是在进行一级和二级采收方法后,最大程度地从储层中提取残留油。向储层中注入能够降低油和岩石表面之间的表面张力的表面活性物质应该有利于其提取,具有显著的经济影响。然而,EOR中最常用的表面活性剂来自石油,它们的使用会对环境产生负面影响,例如在环境中的毒性和持久性。另一方面,生物表面活性剂,来自可再生资源,是可生物降解的,使它们更可持续和环保。本综述旨在提供有关生物表面活性剂在EOR过程中的潜在应用的科学文献中可获得的最重要结果的最新概述。生产战略等方面,将详细说明和讨论表征作用机理和生物表面活性剂作为EOR的主要方法的利弊的技术。还讨论了生物表面活性剂选择和EOR设计中的HLD等优化概念。本文说明和回顾的科学发现表明,为什么需要普遍重视EOR中生物表面活性剂的开发和采用,这对更可持续和环境友好的石油和天然气行业做出了重大贡献。
    Enhanced oil recovery (EOR) processes are technologies used in the oil and gas industry to maximize the extraction of residual oil from reservoirs after primary and secondary recovery methods have been carried out. The injection into the reservoir of surface-active substances capable of reducing the surface tension between oil and the rock surface should favor its extraction with significant economic repercussions. However, the most commonly used surfactants in EOR are derived from petroleum, and their use can have negative environmental impacts, such as toxicity and persistence in the environment. Biosurfactants on the other hand, are derived from renewable resources and are biodegradable, making them potentially more sustainable and environmentally friendly. The present review intends to offer an updated overview of the most significant results available in scientific literature on the potential application of biosurfactants in the context of EOR processes. Aspects such as production strategies, techniques for characterizing the mechanisms of action and the pros and cons of the application of biosurfactants as a principal method for EOR will be illustrated and discussed in detail. Optimized concepts such as the HLD in biosurfactant choice and design for EOR are also discussed. The scientific findings that are illustrated and reviewed in this paper show why general emphasis needs to be placed on the development and adoption of biosurfactants in EOR as a substantial contribution to a more sustainable and environmentally friendly oil and gas industry.
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  • 文章类型: Journal Article
    尽管低盐度水(LSW)具有积极的方面,这种技术相对昂贵,在一些国家不可用。此外,与LSW相关的潜在问题,例如碳酸盐岩储层中的规模沉淀和砂岩储层中的精细迁移引起了人们的关注。螯合剂具有螯合溶液中金属离子的能力,有效地降低海水的盐度(SW)并模仿LSW的行为。然而,它们减轻了与LSW注射相关的挑战。这项研究的重点是二乙烯三胺五乙酸(DTPA)螯合剂在改性岩石表面电荷中的性能。浓度的影响,盐水盐度,电位决定离子(PDI),石油的存在,Fe3+离子,和溶液pH值对DTPA改变岩石表面电荷的有效性进行了评估。此外,进行了润湿性改变和砂层驱油试验,研究了DTPA对岩石润湿性和采收率的影响。润湿性改变的结果,zeta电位,本文报道了充填砂驱油实验和离子浓度分析。结果表明,降低盐度,增加DTPA浓度,提高溶液的pH值将岩石的润湿性从油湿润变为水湿润。溶液中PDI的存在或不存在不影响DTPA的性能。然而,通过将溶液中这些离子的浓度提高三倍,DTPA在改变岩石表面电荷方面的性能受到损害。基于润湿性变化和zeta电位实验,5wt%的DTPA被确定为最佳浓度。随后的驱油实验表明,在注入SW后将5wt%的DTPA螯合剂注入砂岩砂层中,采收率从48%提高到68.3%。对离子浓度的分析还显示,在DTPA驱油期间,钙离子的数量显着增加,表明岩石和溶液中金属离子的螯合作用,并改善了润湿性条件。
    Despite the positive aspects of low salinity water (LSW), this technique is relatively expensive and unavailable in some countries. Furthermore, potential problems associated with LSW such as scale precipitation in carbonate reservoirs and fine migration in sandstone reservoirs raise concerns. Chelating agents have the ability to chelate metal ions from solution, effectively reducing the salinity of seawater (SW) and mimicking the behavior of LSW. However, they mitigate the challenges associated with LSW injection. This study focuses on how the Diethylenetriaminepentaacetic acid (DTPA) chelating agent performs in modifying rock surface charge. The impact of concentration, brine salinity, potential determining ions (PDIs), oil presence, Fe3+ ions, and solution pH on the effectiveness of DTPA in altering rock surface charge was evaluated. Furthermore, wettability alteration and sand pack flooding tests were conducted to study the effect of DTPA on rock wettability and oil recovery. Results of wettability alteration, zeta potential, sand pack flooding experiments and ion concentration analysis are reported in this paper. The results showed that reducing salinity, increasing DTPA concentration, and raising solution pH changed rock wettability from oil-wetness towards water-wetness. The presence or absence of PDIs in the solution did not affect the performance of DTPA. However, by tripling the concentration of these ions in the solution, the performance of DTPA in changing rock surface charge was impaired. Based on the wettability alteration and zeta potential experiments, 5 wt% DTPA was determined as the optimum concentration. Subsequent flooding experiments revealed that injecting 5 wt% DTPA chelating agents into the sandstone sand pack after SW injection increased oil recovery from 48 % to 68.3 %. The analysis of ion concentrations also revealed a significant increase in the amount of calcium ions during the DTPA flooding, indicating the chelation of metal ions from both rock and solution and improving the wettability conditions.
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  • 文章类型: Journal Article
    被称为生物表面活性剂的两亲性化合物能够降低表面和界面张力。微生物产生的这些物质与化学表面活性剂具有相同的功能,其中最重要的是生物防治活性。脂肽是来自自然资源的五种生物表面活性剂之一,被认为是化学表面活性剂的最佳替代品,也是科学界和工业界感兴趣的主要话题,因为它们在生物和商业领域的潜在应用日益增加。这些是具有非常低的毒性水平的生物化合物,这增加了它们在农药工业中的重要性。在本文中,我们总结了微生物脂肽生物表面活性剂的结构多样性,并重点介绍了它们在植物中作为生物防治剂的应用。涵盖(1)对主要由芽孢杆菌起源的脂肽生物表面活性剂的结构多样性的深入研究,假单胞菌,蓝细菌,并介绍了放线菌物种,(2)比较研讨了对微生物脂肽的生防活性有主要感化的表征技巧和理化性质的优、缺点,和(3)它们作为针对不同植物病害的系统抗性诱导剂的广泛生物防治应用,通过改变植物表面的润湿性和由芽孢杆菌菌株产生的重要生物活性脂肽的抗菌活性来抵抗植物病原体。
    Amphipathic compounds known as biosurfactants are able to reduce surface and interfacial tensions. These substances produced by microbial organisms perform the same functions as chemical surfactants with several enhancements, the most significant of which is biocontrol activity. Lipopeptide is one of the five biosurfactants from natural resources and is identified as the best alternative for chemical surfactants and the major topic of interest for both scientific and industrial communities due to their increasingly growing potential applications in biological and commercial fields. These are the biological compounds with very less toxicity level that increase their importance in the pesticide industry. In this article we summarize the structural diversity of the microbial lipopeptide biosurfactants and focus on their applications as biocontrol agents in plants, covering (1) an intensive study of the structural diversity of lipopeptide biosurfactants originated primarily by the Bacillus, Pseudomonas, Cyanobacteria, and Actinomycetes species is presented, (2) the comparative study of advantages and disadvantages of characterization techniques and physicochemical properties which have a major role in biocontrol activity of microbial lipopeptides, and (3) their wide range biocontrol applications as systemic resistance inducers against different plant diseases, resistance against phytopathogens by alteration of wettability of plant surfaces and antimicrobial activities of important bioactive lipopeptides produced from Bacillus strains.
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  • 文章类型: Journal Article
    在石油行业,剩余的油通常使用常规的化学强化采油(EOR)技术提取,如聚合物驱。纳米粒子也极大地帮助了EOR,具有诸如润湿性改变和流体性质改善等优点,从而导致更好的油流动性。然而,二氧化硅纳米颗粒与水解聚丙烯酰胺(HPAM)等聚合物结合,可改善聚合物驱油性能,并具有更好的流动性控制。驱油和岩石与聚合物溶液之间的相互作用都受到这种混合方法的影响。在这项研究中,我们研究了注射纳米流体-聚合物作为EOR方法的有效性。已经观察到纳米颗粒可以改变岩石的润湿性,增加聚合物粘度,并减少聚合物在碳酸盐岩中的保留。通过流变学实验和接触角测量确定水解聚丙烯酰胺(2000ppm)和0.1wt%(1000ppm)二氧化硅纳米颗粒的最佳浓度。接触角测量的结果显示0.1wt%二氧化硅纳米流体使接触角改变45.6°。如通过流变学实验测量的,纳米二氧化硅/聚合物溶液导致比纯聚合物溶液更高的粘度。在三次采油模式下,对油湿碳酸盐岩芯样品进行了一系列驱油实验。通过注入二氧化硅纳米流体,然后注入纳米流体辅助的聚合物溶液作为EOR技术,可获得26.88%的最大石油采收率。这项研究的应用将为混合EOR技术提供新的机会,以最大程度地提高枯竭的高温和高盐度碳酸盐岩储层的石油产量。
    In the petroleum industry, the remaining oil is often extracted using conventional chemical enhanced oil recovery (EOR) techniques, such as polymer flooding. Nanoparticles have also greatly aided EOR, with benefits like wettability alteration and improvements in fluid properties that lead to better oil mobility. However, silica nanoparticles combined with polymers like hydrolyzed polyacrylamide (HPAM) improve polymer flooding performance with better mobility control. The oil displacement and the interaction between the rock and polymer solution are both influenced by this hybrid approach. In this study, we investigated the effectiveness of the injection of nanofluid-polymer as an EOR approach. It has been observed that nanoparticles can change rock wettability, increase polymer viscosity, and decrease polymer retention in carbonate rock. The optimum concentrations for hydrolyzed polyacrylamide (2000 ppm) and 0.1 wt% (1000 ppm) silica nanoparticles were determined through rheology experiments and contact angle measurements. The results of the contact angle measurements revealed that 0.1 wt% silica nanofluid alters the contact angle by 45.6°. The nano-silica/polymer solution resulted in a higher viscosity than the pure polymer solution as measured by rheology experiments. A series of flooding experiments were conducted on oil-wet carbonate core samples in tertiary recovery mode. The maximum incremental oil recovery of 26.88% was obtained by injecting silica nanofluid followed by a nanofluid-assisted polymer solution as an EOR technique. The application of this research will provide new opportunities for hybrid EOR techniques in maximizing oil production from depleted high-temperature and high-salinity carbonate reservoirs.
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  • 文章类型: Journal Article
    OBJECTIVE: In a porous medium saturated with oil (containing oleic surfactant) and saline water, salinity reduction alters the thermodynamic equilibrium and induces spatial redistribution of surfactants, changing the local fluid configuration. During fluid-fluid displacement, this local change reshapes global fluid flows, and thus results in improved oil displacement.
    METHODS: We performed microfluidic experiments in a centimeter-long pore-network model with a fracture and a dead-end model to observe both the macroscale flows and microscopic fluid configuration evolution. Water with different salinities and model oils with different surfactant concentrations are used.
    RESULTS: When oil contacts low salinity water, we observe (1) the solid surface becomes more water-wet, and (2) water-in-oil emulsion spontaneously emerges near the oil-water interface. At the macroscale, the fluid distribution remains unchanged in short term but dramatically changes after tens of hours, which appears as improved oil recovery. Two modes are identified during fluid redistribution: gradual imbibition and sudden collapse. The displacement efficiency is a non-monotonic function of surfactant concentration. This is attributed to the interplay between two opposing effects by adding surfactant: (1) enhancing initial hydrophobicity which negatively affects the displacement, and (2) allowing stronger oil swelling which is beneficial for displacement.
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  • 文章类型: Journal Article
    通过注水的化学强化采油(EOR)是改善原油驱替和提取的最常用方法。环境副作用的影响可能仍然不明确。关于,用示踪剂驱油标记的水可以更好地了解注入水的命运和油藏条件,而不是采油。这项研究的主要重点是提出的碳点(CD),以开发具有双重功能的荧光标记作为EOR操作的传感和增强剂。通过溶剂热法调节苯二胺(PD)异构体和酒石酸(TA)的表面化学,获得了CD的不同物理化学和光学性质,和黄色荧光发射。通过原子力显微镜(AFM)控制所制备的载有CD的纳米流体的尺寸分布以及胶体和热稳定性,透射电子显微镜(TEM),动态光散射(DLS),zeta电位,和热重分析(TGA)。通过荧光光谱法和便携式UV柜作为现场检测方法,可以精确检测出在油藏中发现的高温和盐度条件下的长时间发射稳定性,以确认CD的传感能力。同时,纳米流体的流变参数,如粘度,润湿性改变,和流体/原油界面张力进行了评估,以支持CD作为增强剂吹扫碳酸盐岩储层上的原油的潜力。通过记录所制备的携带200ppmCD的纳米流体的27.8%和20.5%的驱替因子,在微模型图案上监测驱油机理。
    Chemical enhanced oil recovery (EOR) through waterflooding is the most commonly used method to improve crude oil displacement and extraction however; the impact of environmental side effects may remain ambiguous. Regarding, flooding tagged water with tracers provides a better understanding of the fate of injected water and the reservoir conditions more than oil recovery. This study\'s main focus is the proposed carbon dots (CDs) to develop fluorescent-tagged with dual functions as a sensing and an enhancing agent for EOR operations. Different physicochemical and optical properties were obtained for CDs by tuning the surface chemistry of phenylenediamine (PD) isomers and tartaric acid (TA) via the solvothermal method which leads to green, and yellow fluorescent emissions. Size distribution and colloidal and thermal stability of the prepared nanofluids carrying CDs were controlled by atomic force microscope (AFM), transmission electron microscopy (TEM), dynamic light scattering (DLS), zeta potential, and thermogravimetric analysis (TGA). Long-time emission stability in high temperature and salinity such as conditions found in the oil reservoirs was precisely detected by fluorescence spectroscopy and a portable UV cabinet as the on-site detection method to confirm the sensing ability of CDs. While, rheological parameters of nanofluids such as viscosity, wettability alteration, and fluid/crude oil interfacial tension were evaluated to support the potential of CDs as an enhancing agent to sweep crude oil on the carbonate rock reservoirs. The oil displacement mechanism was monitored on the micromodel pattern by recording 27.8 % and 20.5 % displacement factors for the prepared nanofluids carrying 200 ppm CDs.
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  • 文章类型: Journal Article
    表面络合模型(SCM),主要基于扩散双层(DDL)理论,已用于预测原油-盐水-岩石(COBR)界面处的zeta电位,但效果有限。然而,由于所有盐水离子在同一平面上与岩石表面相互作用的假设以及在较高盐水离子强度(>1M)下的双层塌陷,DDL在准确预测ζ电位方面固有地受到限制。在这项工作中,基于TLM的SCM捕获了离子强度高达3M的方解石-盐水界面处的zeta电位趋势。使用扩展的DDL和基于TLM的SCM来预测显示不同矿物学组成的复合碳酸盐岩的电动特性。扩展的基于TLM的SCM捕获了zeta电位预测趋势和幅度,突出了无机矿物和有机杂质对复合碳酸盐表面的贡献。相比之下,扩展的基于DDL的SCM捕获了zeta电位趋势,但未能捕获测得的zeta电位的大小。有趣的是,基于TLM的SCM预测了岩石-盐水界面的正SP,这可以解释由于带负电荷的羧酸的静电吸附而导致的复合碳酸盐岩的油湿性质。相反,基于DDL的SCM预测了负SP,导致对岩石-盐水界面处的电动特性的不准确解释。因此,需要使用扩展的基于TLM的SCM来准确预测zeta电位并考虑羧酸在储层复合碳酸盐岩表面的吸附。
    Surface complexation models (SCM), based mainly on the diffuse double layer (DDL) theory, have been used to predict zeta potential at the crude oil-brine-rock (COBR) interface with limited success. However, DDL is inherently limited in accurately predicting zeta potential by the assumptions that all the brine ions interact with the rock surface at the same plane and by the double layer collapse at higher brine ionic strength (>1M). In this work, a TLM-based SCM captured zeta potential trends at the calcite-brine interface with ionic strength up to 3 M. An extended DDL and TLM-based SCMs were used to predict the electrokinetic properties of a composite carbonate rock showing a different mineralogical composition. The extended TLM-based SCM captured the zeta potential prediction trends and magnitude, highlighting the contribution of the inorganic minerals and organic impurities on the composite carbonate surface. In contrast, the extended DDL-based SCM captured the zeta potential trends but failed to capture the magnitude of the measured zeta potential. Interestingly, the TLM-based SCM predicted a positive SP for the rock-brine interface, which could explain the oil-wet nature of composite carbonate rocks due to electrostatic adsorption of negatively charged carboxylic acids. Conversely, the DDL-based SCM predicted a negative SP, leading to an inaccurate interpretation of the electrokinetic properties at the rock-brine interface. Thus, the use of extended TLM-based SCM was required to accurately predict the zeta potential and account for the adsorption of carboxylic acids on the reservoir composite carbonate surface.
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