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Evaluation of the viability of nanoparticles in drilling fluids as additive for fluid loss and wellbore stability 评价钻井液中纳米颗粒作为降滤失剂和井眼稳定性添加剂的可行性
Q2 ENERGY & FUELS Pub Date : 2023-09-01 DOI: 10.1016/j.petlm.2023.02.005
Albertus Retnanto , Rommel Yrac , Abdullah Shaat , Adhika Retnanto , Laith Abughaush , Maha Al Sulaiti , Najla Badar

Wellbore instability is an issue that, if left untreated, can cause wells to collapse, resulting in human, environmental, equipment, and revenue losses. Drilling fluids have been used to enhance the drilling process by lubricating and cooling the drill bit, eliminating cuttings, and most importantly, by improving the stability of the well by preventing fluid loss. However, there has been an increase in operational demands and challenges that call for drilling fluids to be more effective, economical, sustainable, and environmentally friendly. With shales that have infinitesimally small pores, nanoparticle additives in drilling fluids can be crucial in providing the properties that are necessary to prevent fluid loss and provide wellbore stability while meeting the operational demands of the present day. Therefore, this paper examines the use of nanoparticle additives including copper (II) oxide (CuO), magnesium oxide (MgO), and aluminum oxide (Al2O3) where they are tested under three conditions using the permeable plugging tester (PPT), high-temperature high-pressure (HTHP) fluid loss apparatus, and API low-temperature – low-pressure (LTLP) fluid loss apparatus under concentrations of 0.03% and 0.10%. Finally, based on the results, each nanoparticle sample (particle sizes between one and 100 nm) performed well in contributing to the aim of this project. CuO is the most effective inhibitor across all concentrations and under the three different conditions. It contributed to reducing the fluid loss from 37.6 mL to 18.2 and 13.2 mL, which is between 52% and 65% of fluid reduction. For MgO, it contributed to fluid loss reduction to 23.8 mL and 15 mL, which translated to 37%–60% of fluid loss reduction. The use of Al2O3 nanoparticles resulted in a fluid loss reduction to 33.6 mL and 17.8 mL, reducing the fluid loss up to 11%, at HTHP and up to 53% at LTLP. Unlike CuO and MgO, Al2O3 was less effective under HTHP conditions when compared to LTLP conditions. Al2O3 did not suffer as a significant diminishing benefit with increasing concentration in LTLP conditions however which means that at a higher concentration, it may begin to be more effective. Each material used in this study has its own specific and technical characteristics that will help create a progressive amount of property, such as providing stability and withstanding the high-temperature and high-pressure condition downhole.

井筒不稳定是一个问题,如果不加以处理,可能会导致油井坍塌,导致人员、环境、设备和收入损失。钻井液已被用于通过润滑和冷却钻头、消除岩屑来增强钻井过程,最重要的是,通过防止流体损失来提高井的稳定性。然而,操作需求和挑战不断增加,要求钻井液更加有效、经济、可持续和环保。对于具有无限小孔隙的页岩,钻井液中的纳米颗粒添加剂在提供防止流体损失和提供井筒稳定性所需的性能方面至关重要,同时满足当今的操作需求。因此,本文考察了包括氧化铜(II)(CuO)、氧化镁(MgO)和氧化铝(Al2O3)在内的纳米颗粒添加剂的使用,其中使用渗透封堵测试仪(PPT)、高温高压(HTHP)流体损失仪、,以及API低温低压(LTLP)流体损失装置,浓度分别为0.03%和0.10%。最后,根据结果,每个纳米颗粒样品(粒径在1至100 nm之间)在实现本项目目标方面表现良好。CuO是所有浓度和三种不同条件下最有效的抑制剂。它有助于将液体损失从37.6 mL减少到18.2和13.2 mL,这在液体减少的52%和65%之间。对于MgO,它有助于将流体损失减少到23.8 mL和15 mL,这意味着流体损失减少了37%-60%。Al2O3纳米颗粒的使用导致流体损失分别减少到33.6 mL和17.8 mL,在HTHP和LTLP下分别减少了高达11%和53%的流体损失。与CuO和MgO不同,与LTLP条件相比,Al2O3在HTHP条件下的效果较差。然而,在LTLP条件下,Al2O3没有随着浓度的增加而显著减少,这意味着在更高的浓度下,它可能开始更有效。本研究中使用的每种材料都有自己的特定和技术特征,这将有助于创造渐进的性能,例如提供稳定性并承受井下的高温和高压条件。
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引用次数: 3
Approach for C1 to C2 products commencing from carbon dioxide: A brief review 从二氧化碳开始生产 C1 到 C2 产品的方法:简要回顾
IF 4.2 Q2 ENERGY & FUELS Pub Date : 2023-07-19 DOI: 10.1016/j.petlm.2023.07.002

The carbon dioxide (CO2) conversion to useable compounds remains a great contest to scientists, engineers, and environmentalists with regard to the reverse of the oxidative degradation of organics. This conversion is essential for the development of complementary fuels and raw materials for various industries, which in turn will help in avoiding the drastic increase in tropospheric temperature due to greenhouse effect leading to global warming. The solar energy is the earth's essential power source along with the other various forms of energy for example fossil fuels, hydropower, wind, and biomaterials, etc. The final goal is to establish the artificial photosynthesis, which can be replicated thru various chemical reduction techniques of CO2 by employing appropriate photo-, thermal- and electro-catalysts in order to produce different one carbon atom (C1) and higher carbon atoms containing products. Besides, the utilization of clean and sustainable CO2 towards high-value products is of great interest today due to the recognized environmental worries and subsequent lessening of the fossil fuels utilization load to meet the energy demand of mankind. This way, solar energy can directly and/or indirectly be altered and stored in chemical energy form for industrial as well as societal applications. In this article our endeavor is to summarize the advances in CO2 chemical reduction research area till date especially in free radical-based methods such as electrochemical, photochemical and plasma chemical for the development of carbon species up to two carbon (C2) atoms containing products perceived in the chemical reduction of CO2. The author hopes that this piece of work will be helpful to researchers and readers who are focused on the field of CO2.

如何将二氧化碳(CO2)转化为可利用的化合物,仍然是科学家、工程师和环境学家在有机物氧化降解逆转方面的一项重大挑战。这种转化对于开发补充燃料和各种工业原料至关重要,而这反过来又有助于避免因温室效应导致对流层温度急剧上升,从而导致全球变暖。太阳能与其他各种形式的能源,如化石燃料、水电、风能和生物材料等,都是地球的基本动力源。最终目标是建立人工光合作用,利用适当的光催化剂、热催化剂和电催化剂,通过各种二氧化碳化学还原技术复制人工光合作用,以生产不同的单碳原子(C1)和含更多碳原子的产品。此外,由于人们对环境的担忧以及为满足人类的能源需求而减少化石燃料的使用量,利用清洁和可持续的二氧化碳生产高价值产品已成为当今人们非常关注的问题。这样,太阳能就可以直接和/或间接地改变并以化学能的形式储存起来,用于工业和社会应用。本文旨在总结迄今为止二氧化碳化学还原研究领域的进展,特别是基于自由基的方法,如电化学、光化学和等离子体化学,用于开发二氧化碳化学还原过程中可感知的含两个碳原子(C2)的碳物种。作者希望这篇论文能对关注二氧化碳领域的研究人员和读者有所帮助。
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引用次数: 0
On how water injection may induce fault reactivation and slippage? A numerical method 注水如何诱发断层再活化和滑动?数值方法
Q2 ENERGY & FUELS Pub Date : 2023-07-01 DOI: 10.1016/j.petlm.2023.07.003
Hao Yu, Yuheng Tuo, Tiejun Lin, Min Li, Zhanghua Lian
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引用次数: 0
Experimental investigation of surfactant adsorption during EOR and soil pollution control processes: Influence of surfactant concentration, water salinity, and clay type EOR 和土壤污染控制过程中表面活性剂吸附的实验研究:表面活性剂浓度、水盐度和粘土类型的影响
IF 4.2 Q2 ENERGY & FUELS Pub Date : 2023-06-13 DOI: 10.1016/j.petlm.2023.06.003

Surfactant injection is a well-established method of chemical EOR processes. Surfactant adsorption into clay layers can prevent their proper performance and thus reduce the oil recovery factor. On the other hand, this adsorption property of clay materials can be used to prevent surface and underground water pollution and reduce soil pollution. In this experimental study, the effect of surfactant concentration, electrolyte type (NaCl and MgCl2), and the solution salinity on fluid adsorption into the interlayer space of different clay types (bentonite and kaolinite) was investigated. XRF analysis was conducted on two relevant clay samples, and immersion and Washburn tests were performed on the desired samples with the Sigma 700 setup. Then, according to the clay type, the most optimal conditions were introduced for the surfactant solution used in the two areas of EOR and environmental processes related to reducing soil pollution. In the EOR processes, the optimal condition for the lowest adsorption amount is C (with 1 CMC concentration and salinity of 100,000 ppm for NaCl salt). This fluid works better in kaolinite formations. In the environmental field related to the reduction of soil pollution, if the pollutants we are looking for are R and S (with alkyl benzene sulfonic acid as the dominant agent), bentonite has a better performance than kaolinite in terms of adsorption and subsequently pollution control. If the polluting fluid contains MgCl2 ions in the exact salinity values, the adsorption amount and soil pollution control will be higher for both adsorbent clays than if our fluid has NaCl salinity. The study's findings have a wide range of applications in surfactant flooding designs, surfactant adsorption optimization, and can be generalized to other detergent types.

注入表面活性剂是一种行之有效的化学采油工艺方法。表面活性剂吸附在粘土层中会妨碍粘土层的正常性能,从而降低石油采收率。另一方面,粘土材料的这种吸附特性可用于防止地表水和地下水污染,减少土壤污染。在这项实验研究中,研究了表面活性剂浓度、电解质类型(NaCl 和 MgCl2)以及溶液盐度对不同类型粘土(膨润土和高岭石)层间空间流体吸附的影响。对两种相关粘土样品进行了 XRF 分析,并使用 Sigma 700 装置对所需样品进行了浸泡和 Washburn 试验。然后,根据粘土类型,介绍了用于 EOR 和与减少土壤污染有关的环境工艺这两个领域的表面活性剂溶液的最佳条件。在 EOR 过程中,吸附量最低的最佳条件是 C(CMC 浓度为 1,NaCl 盐的盐度为 100,000 ppm)。这种液体在高岭石地层中效果更好。在与减少土壤污染有关的环境领域,如果我们要寻找的污染物是 R 和 S(以烷基苯磺酸为主),膨润土的吸附性能要优于高岭石,从而能更好地控制污染。如果污染流体中含有确切盐度值的 MgCl2 离子,两种吸附粘土的吸附量和土壤污染控制效果都会高于盐度为 NaCl 的流体。研究结果在表面活性剂淹没设计、表面活性剂吸附优化方面具有广泛的应用前景,并可推广到其他类型的洗涤剂中。
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引用次数: 0
Active control of the fluid pulse based on the FxLMS 基于FxLMS的流体脉冲主动控制
Q2 ENERGY & FUELS Pub Date : 2023-06-01 DOI: 10.1016/j.petlm.2023.06.006
Hai Yang, Jie Liu, Zexing Yang, Haibo Liang, Lizao Zhang, Jialing Zou
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引用次数: 0
Porosity enhancement potential through dolomitization of carbonate reservoirs, a case of study from the Euphrates Graben fields, East Syria 碳酸盐岩储层白云化提高孔隙度的潜力——以叙利亚东部幼发拉底河地堑地区为例
Q2 ENERGY & FUELS Pub Date : 2023-06-01 DOI: 10.1016/j.petlm.2021.05.005
Yousef Ibrahem , Morozov V.P. , Mohammad El Kadi , Abdullah Alaa

The dolostones and dolomitic limestones of the lower Cretaceous Judea formation are a key target of hydrocarbons in most of the Euphrates Graben fields. Core materials investigation, thin sections petrographically examinations, and petrophysical evaluations were obtained to determine enhancement of the porosity through dolomitization. Results showed that the lagoon-shallow marine carbonates of the Judea formation are subdivided into two main zones; the upper “limestone zone” is micritic limestones dominated with no reservoir potential, and the lower “dolomite zone” is dolomitic limestones and dolostones dominated with good to very good reservoir potential. Dolomitization of the mudstones and wackestones of the micritic limestones resulted in formation of microcrystalline dolomicrite and early fabric destructive dolomites. Conversely, dolomitization of the packstones and grainstones resulted in formation of the fabric destructive and saddle dolomites. Based on petrography data, dolomitization of the “limestone zone” is interpreted by the seawater dolomitization mechanism at low-temperatures, while dolomitization of the “dolomite zone” is interpreted by the burial dolomitization mechanism under high temperature and pressure conditions. The “limestone zone” is characterized by the poorest reservoir quality, while the “dolomite zone” is characterized by the best reservoir quality. The seawater dolomitization did not significantly enhance the porosity, while the burial dolomitization contributes to enhancing the preserved secondary porosity. Stylolites microfractures and dissolution seams associated with dolomitization played as major factors in porosity enhancement of the dolostones and dolomitic limestones and serving as pathways for hydrocarbon migration. Dissolution processes increased the porosity and more permeability unless they are filled with the precipitated dolomite and/or calcite. Calcification had significant effects on the porosity by blocking the cavities and channels and decreased the effective pore volume.

下白垩纪Judea组的白云岩和白云质石灰岩是幼发拉底河大部分地堑油气的主要目标。通过岩心材料调查、薄片岩相学检查和岩石物理评价来确定白云石化对孔隙度的增强作用。结果表明,Judea组泻湖浅海碳酸盐岩分为两个主要带;上部“灰岩带”为无储层潜力的微晶灰岩,下部“白云岩带”为储层潜力良好至非常好的白云质灰岩和白云岩。泥质灰岩的泥岩和杂砂岩的白云石化作用导致了微晶白云石和早期组构破坏性白云石的形成。相反,泥粒灰岩和粒状灰岩的白云石化作用导致了组构破坏性和鞍状白云岩的形成。根据岩石学数据,“石灰岩带”的白云石化作用是由低温下的海水白云石化机制解释的,而“白云石带”的白云岩化作用是由高温高压条件下的埋藏白云石化机制来解释的。“石灰岩带”的特点是储层质量最差,而“白云石带”的特征是储层品质最好。海水白云石化作用没有显著提高孔隙度,而埋藏白云石化作用有助于提高保留的次生孔隙度。与白云石化作用相关的样式岩微裂缝和溶解层是白云岩和白云质石灰岩孔隙度增强的主要因素,也是油气运移的途径。溶解过程增加了孔隙度和渗透率,除非它们被沉淀的白云石和/或方解石填充。煅烧通过堵塞空腔和通道对孔隙率产生了显著影响,并降低了有效孔隙体积。
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引用次数: 5
Review of research on intelligent diagnosis of oil transfer pump malfunction 油泵故障智能诊断研究综述
Q2 ENERGY & FUELS Pub Date : 2023-06-01 DOI: 10.1016/j.petlm.2022.01.002
Liangliang Dong , Qian Xiao , Yanjie Jia , Tianhai Fang

Oil transfer pump is the key dynamic equipment in the process of oil and gas gathering and transportation, and its working reliability directly affects the safety of oil and gas storage and transportation. Intelligent diagnosis is a key technical method to reduce failure rate of oil transfer pump, ensure the safety of gathering and transportation process, and avoid major safety accidents caused by oil transfer pump failure. Various oil transfer pumps have been emerged in recent decades, and the common fault types and characteristics of oil transfer pump have been brought out in the review. This article highlights on the research of the fault signal and processing methods of oil transfer pump. Firstly, the fault signal of the oil transfer pump is discussed and the advantages and disadvantages of different signal extraction are analyzed. Secondly, the intelligent diagnosis method of oil transfer pump and the shortcomings of the existing methods are pointed out. Finally, the conclusions are given and the future development perspectives of oil transfer pumps are suggested. The main contribution of this review is to give a syn-thetic understanding on oil transfer pumps.

输油泵是油气集输过程中的关键动力设备,其工作可靠性直接影响到油气储运的安全。智能诊断是降低输油泵故障率,保证集输过程安全,避免输油泵故障造成重大安全事故的关键技术手段。近几十年来出现了各种各样的输油泵,本文综述了输油泵常见的故障类型和特点。本文重点研究了输油管故障信号及其处理方法。首先对油泵故障信号进行了分析,分析了不同信号提取方法的优缺点。其次,指出了输油管智能诊断方法及现有方法的不足。最后,给出了研究结论,并对今后输油泵的发展前景提出了展望。本文的主要贡献是对输油泵有一个综合的认识。
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引用次数: 4
Flow characteristic of polymer solutions in porous media: Influence of the molecular weight and concentration 聚合物溶液在多孔介质中的流动特性:分子量和浓度的影响
Q2 ENERGY & FUELS Pub Date : 2023-06-01 DOI: 10.1016/j.petlm.2023.03.002
Yingjie Dai , Jia Li , Li Li , Yifei Liu , Yuan Li , Xiangyu Wang , Xuguang Song , Caili Dai , Bin Yuan

The polymer solution flow in porous media is a central research topic related to hydraulic fracturing measures, formation damage and fracture propagation. Influenced by molecular weights and concentrations, various flow patterns of polymer in pores are presented, resulting in different filtration loss. In this work, the effectiveness of various polymer solutions for filtration loss was assessed by utilizing the core flooding experiment firstly. The result shows that lesser filtration loss normally is inextricably linked to solutions with high molecular weight and concentration. Subsequently, the flow behaviors of polymer solutions investigated by designed micro pore-throat structure and micro-particle image velocimetry (μ-PIV) further confirmed the above result. It was found that the central convergent flow pattern benefiting from higher viscous force loss and less filtration loss was observed at high flow rates (0.5 mL/h), and higher molecular weight and concentration were more prone to convergent flow patterns. The viscosity force loss increases by about 4 times varying the molecular weight of polymer from 5 × 106 to 18 × 106 g/mol or the concentration from 0.05 to 0.3%. It interprets higher molecular weight and concentration in core studies and field observations with decreased filtration loss of HPAM. This work provides a theoretical foundation for the application of fracturing fluids as well as fresh perspectives on how to access the filtration loss of fracturing fluids.

聚合物溶液在多孔介质中的流动是一个与水力压裂措施、地层损害和裂缝扩展相关的核心研究课题。受分子量和浓度的影响,聚合物在孔隙中呈现出不同的流动模式,从而导致不同的滤失。本文首先利用岩心驱油实验,评价了不同聚合物溶液对滤失效果的影响。结果表明,较小的过滤损失通常与高分子量和高浓度的溶液密不可分。随后,通过设计的微孔喉结构和微粒子成像测速仪(μ-PIV)对聚合物溶液的流动行为进行了研究,进一步证实了上述结果。研究发现,在高流速(0.5 mL/h)条件下,胶黏力损失较大,过滤损失较小,且分子量和浓度越高,胶黏力损失越大,胶黏力损失越小。聚合物的分子量从5 × 106到18 × 106 g/mol,浓度从0.05到0.3%,黏力损失增加约4倍。它解释了核心研究和现场观察中HPAM的分子量和浓度较高,过滤损失减少。该研究为压裂液的应用提供了理论基础,也为压裂液滤失量的研究提供了新的视角。
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引用次数: 0
A data-driven approach to estimating post-discovery parameters of unexplored oilfields 一种数据驱动的方法估算未勘探油田发现后的参数
Q2 ENERGY & FUELS Pub Date : 2023-06-01 DOI: 10.1016/j.petlm.2022.10.001
Fransiscus Pratikto , Sapto Indratno , Kadarsah Suryadi , Djoko Santoso

Consider a typical situation where an investor is considering acquiring an unexplored oilfield. The oilfield has undergone a preliminary geological and geophysical study in which pre-discovery data such as lithology, depth, depositional system, diagenetic overprint, structural compartmentalization, and trap type are available. In this situation, investors usually estimate production rates using a volumetric approach. A more accurate estimation of production rates can be obtained using analytical methods, which require additional data such as net pay, porosity, oil formation volume factor, permeability, viscosity, and pressure. We call these data post-discovery parameters because they are only available after discovery through exploration drilling. A data-driven approach to estimating post-discovery parameters of an unexplored oilfield is developed based on its pre-discovery data by learning from proven reservoir data. Using the Gaussian mixture model, and a data-driven reservoir typology based on the joint probability distribution of post-discovery parameters is established. We came up with 12 reservoir types. Subsequently, an artificial neural network classification model with the resilient backpropagation algorithm is used to find relationships between pre-discovery data and reservoir types. Based on k-fold cross-validation with k = 10, the accuracy of the classification model is stable with an average of 87.9%. With our approach, an investor considering acquiring an unexplored oilfield can classify the oilfield's reservoir into a particular type and estimate its post-discovery parameters' joint probability distribution. The investor can incorporate this information into a valuation model to calculate the production rates more accurately, estimate the oilfield's value and risk, and make an informed acquisition decision accordingly.

考虑一个典型的情况,投资者正在考虑收购一个未勘探的油田。该油田已进行了初步的地质和地球物理研究,可获得发现前的岩性、深度、沉积体系、成岩叠加、结构分区和圈闭类型等数据。在这种情况下,投资者通常使用体积法来估计生产率。使用分析方法可以获得更准确的生产率估计,这需要额外的数据,如净产、孔隙度、油层体积系数、渗透率、粘度和压力。我们将这些数据称为发现后参数,因为它们只有在通过勘探钻井发现后才可用。基于发现前的数据,通过从已探明的储层数据中学习,开发了一种数据驱动的方法来估计未勘探油田的发现后参数。利用高斯混合模型,建立了基于发现后参数联合概率分布的数据驱动储层类型。我们提出了12种储层类型。随后,使用具有弹性反向传播算法的人工神经网络分类模型来寻找发现前数据和储层类型之间的关系。基于k=10的k次交叉验证,分类模型的准确率稳定,平均为87.9%。使用我们的方法,投资者在考虑收购未勘探油田时可以将油田的储层分类为特定类型,并估计其发现后参数的联合概率分布。投资者可以将这些信息纳入估值模型,以更准确地计算生产率,估计油田的价值和风险,并据此做出明智的收购决定。
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引用次数: 0
Formation evaluation and rock type classification of Asmari Formation based on petrophysical- petrographic data: A case study in one of super fields in Iran southwest 基于岩石物理岩相资料的Asmari组地层评价与岩石类型划分——以伊朗西南某超级油田为例
Q2 ENERGY & FUELS Pub Date : 2023-06-01 DOI: 10.1016/j.petlm.2022.01.009
Raeza Mirzaee Mahmoodabadi , Sadegh Zahiri

The Oligo-Miocene Asmari Formation is one of the most important hydrocarbon reservoirs in the Middle East. The oilfield under study is one of the largest oilfields in the Zagros basin with the Asmari Formation being the major reservoir rock. In this study, petrographic analyses, petrophysical data and neural network clustering techniques were used for identifying rock types in the Asmari reservoir. Facies analysis of the Asmari Formation in the study area has resulted in the definition of 1 clastic lithofacies and 14 carbonate microfacies types. Using petrophysical logs from 43 wells and their correlation with capillary pressure (Pc) curves, led to the recognition of 7 electrofacies (EF1-EF7). Microscopic evidence of Electrofacies group C1 and S1 show that the sedimentary facies of these electrofacies are most commonly found in restricted and shoal facies belts zone. Also, petrographic studies show that the sedimentary facies of C2, C3, C4, S2 and S3 were formed in the open marine, Lagoon, and Tidal flat facies belt zone of homoclinal ramp sedimentary environment during the Oligo-Miocene based on relative sea level changes respectively. The link between electrofacies and geological data indicated that both sedimentary and diagenetic processes controlled the reservoir quality of the Asmari Formation. Porosity, permeability and water saturation were used to estimate the reservoir quality of each electrofacies. EFs 1 and 2 with high porosity and permeability, low water saturation is considered as the best reservoir with regard to sedimentary textures (dolowackestone and dolograinstone) and the effect of diagenetic processes such as dolomitization processes. Vuggy, growth framework and interparticle porosities are major in EF-2, while the intercrystalline porosity is the major type in EF-1. EFs 3 and 4 show low values of porosity, permeability and high percentage of water saturations, which characterizes them as poor reservoir rocks. Finally, EF-5 is the only electrofacies in the siliciclastic parts of the Asmari reservoir, which is composed of rounded and well-sorted quartz grains that are slightly cemented. In sandstone electrofacies, electrofacies EF- 5 (S1), is the best type of sandstone reservoir rock and to move towards electrofacies EF-7 (S3), will reduce reservoir quality. In carbonate electrofacies, also, electrofacies no 1, the best type of carbonate reservoir rock can be observed and move towards electrofacie number 4, lower quality of reservoir rocks is seen.

Oligo-Miocene Asmari组是中东地区最重要的油气藏之一。正在研究的油田是扎格罗斯盆地最大的油田之一,阿斯马里组是主要的储层岩石。在本研究中,使用岩相分析、岩石物理数据和神经网络聚类技术来识别Asmari储层的岩石类型。通过对研究区Asmari组的岩相分析,确定了1种碎屑岩相和14种碳酸盐微相类型。利用43口井的岩石物理测井及其与毛细管压力(Pc)曲线的相关性,识别出7个电相(EF1-EF7)。C1和S1电相组的微观证据表明,这些电相的沉积相最常见于限制相带和浅滩相带。岩相研究表明,根据相对海平面变化,C2、C3、C4、S2和S3沉积相分别形成于渐新世-中新世同斜斜坡沉积环境的开阔海、泻湖和潮坪相带。电相和地质数据之间的联系表明,沉积和成岩过程都控制着Asmari组的储层质量。利用孔隙度、渗透率和含水饱和度来评价各相的储层质量。就沉积结构(白云岩和白云岩)和成岩过程(如白云石化过程)的影响而言,具有高孔隙度和高渗透率、低含水饱和度的EFs 1和2被认为是最佳储层。Vuggy、生长骨架和颗粒间孔隙率是EF-2的主要类型,而晶间孔隙度是EF-1的主要类型。EFs 3和4显示出低孔隙度、渗透率和高含水饱和度,这表明它们是较差的储层岩石。最后,EF-5是Asmari储层硅化碎屑部分中唯一的电相,该储层由圆形且分选良好的石英颗粒组成,这些石英颗粒轻微胶结。在砂岩电相中,EF-5(S1)电相是砂岩储层岩石的最佳类型,向EF-7(S3)电相移动会降低储层质量。在碳酸盐岩电相中,也就是1号电相,可以观察到最佳类型的碳酸盐岩储层,并向4号电相移动,可以看到较低质量的储层岩石。
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引用次数: 2
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Petroleum
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