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Comparisons of Evaluating Fractured Tight Sandstone Reservoirs Pore Structures Based on Borehole Electrical Image and Nuclear Magnetic Resonance NMR Logs 基于井眼电成像与核磁共振测井评价裂缝性致密砂岩储层孔隙结构的比较
Pub Date : 2021-12-15 DOI: 10.2118/204875-ms
Lijun Guan, Wei Zhang, P. Zhang, Yuqing Yang, Weiping Cui, Y. Li, Kun Meng, Liang Xiao
Tight sandstone reservoirs characterization and evaluation is very difficult based on conventional well log data owing to the extremely low porosity and permeability, and strong heterogeneity. The main accumulation spaces of conventional reservoirs are intergranular pores, and the pore size is the main controlling factor of permeability. However, besides intergranular pores, fractures play much greater important role in accumulating hydrocarbon, improving the pore connectivity and pore structure in tight sandstone reservoirs. Hence, it should be accurately predicted the pore structure dredged by fractures to improve the characterization of tight sandstone reservoirs. Generally, nuclear magnetic resonance (NMR) logging is an effective method to evaluate formation pore structure. However, it cannot be well used in fractured reservoirs because the NMR T2 spectra has no any response for fractures with width <2mm. The borehole electrical image log is usable in characterizing fractured reservoirs. The pore spectrum, which is extracted from the borehole electrical image log, can be used to qualitatively reflect the pore size. Hence, it will play an important role in fractured reservoirs pore structure characterization. In this study, based on the comprehensive analysis of the pore spectra, the corresponding mercury injection capillary pressure (MICP) data and pore-throat radius distributions acquired from core samples, a relationship that connects the 1/POR and capillary pressure (Pc) is proposed. Established a model based on formation classification to transform porosity spectrum into pseudo capillary pressure curve. In addition, a Swanson parameter-based permeability prediction model is also developed to extract fractured formation permeability. Meanwhile, to verify the superiority and otherness of borehole electrical image and NMR log, the model that evaluated reservoirs pore structure from NMR log is also established. Based on the application of the proposed method and models in actual formations, the evaluated pore structure parameters and permeabilities from two types of well log data are compared. The results illustrates that in formations with relative good pore structure, the predicted pore structure parameters and permeabilities from these two types of well log data agree well with the drill stem testing data and core-derived result. However, in low permeability sandstones with relatively poor pore structure, the porosity spectra can be well used to evaluate the pore structure, whereas the characterized pore structure from NMR log is overestimated. With the comprehensive research of reservoirs pore structure and permeability, the fractured tight sandstone formations with development value are precisely identified. This proposed method has greatest advantages that the pore structure of fractured reservoirs can be characterized, and the contribution of fractures to the pore connectivity and permeability can be quantified. it is usable in tight
致密砂岩储层的孔隙度和渗透率极低,非均质性强,常规测井资料很难对其进行表征和评价。常规储层主要成藏空间为粒间孔隙,孔隙大小是影响渗透率的主要因素。但致密砂岩储层除粒间孔隙外,裂缝对油气聚集、改善孔隙连通性和孔隙结构的作用要大得多。因此,应准确预测裂缝疏通的孔隙结构,以改善致密砂岩储层的表征。一般来说,核磁共振测井是评价地层孔隙结构的有效方法。然而,由于裂缝宽度小于2mm的裂缝,核磁共振T2谱没有任何响应,因此不能很好地应用于裂缝性油藏。井眼电成像测井可用于裂缝性储层的表征。从井眼电成像测井曲线中提取孔隙谱,可定性反映孔隙大小。因此,它将在裂缝性储层孔隙结构表征中发挥重要作用。本文在综合分析岩心样品孔隙谱、相应的压汞毛细管压力(MICP)数据和孔喉半径分布的基础上,提出了1/POR与毛细管压力(Pc)之间的关系。建立了基于地层分类的孔隙度谱模型,将孔隙度谱转化为拟毛管压力曲线。此外,还建立了基于Swanson参数的渗透率预测模型,用于裂缝性地层渗透率的提取。同时,为验证井眼电成像与核磁共振测井的优越性和差异性,建立了利用核磁共振测井评价储层孔隙结构的模型。将该方法和模型应用于实际地层,比较了两种测井资料评价的孔隙结构参数和渗透率。结果表明,在孔隙结构相对较好的地层中,两种测井资料预测的孔隙结构参数和渗透率与钻杆测试数据和岩心推导结果吻合较好。然而,在孔隙结构相对较差的低渗透砂岩中,孔隙谱可以很好地评价孔隙结构,而核磁共振测井表征的孔隙结构则被高估。通过对储层孔隙结构和渗透率的综合研究,准确识别出具有开发价值的裂缝性致密砂岩储层。该方法最大的优点是可以表征裂缝性储层的孔隙结构,量化裂缝对孔隙连通性和渗透率的贡献。该方法可用于致密砂岩储层有效性预测。
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引用次数: 0
Successful Barrier Enhancement Application of Epoxy Based Resin for Multiple Casing to Casing Annuli Having Tight Injectivity - Case Study from Saudi Arabian Peninsula 环氧基树脂在多套套管和紧注入套管环空中的成功增堵应用——以沙特阿拉伯半岛为例
Pub Date : 2021-12-15 DOI: 10.2118/204780-ms
Abdulmalek Shamsan, Alejandro De la Cruz, W. Jimenez
This study describes the approach used for enhancing the well integrity that was compromised with gas flow through a casing-casing annulus (CCA). Extremely tight injectivity at a CCA demands a solid free solution which not only can be injected but also resist high differential pressures to provide a long-term barrier in CCA. In this paper a successful leak remediation using an epoxy resin system helped the operator save a well and restart its production. Several pressure tests were conducted for identifying an extremely tight casing leak which was causing formation gas travelling to surface through the annulus. This issue required the customer to look for an efficient remedial solution to seal off the gas leakage and regain productivity. Due to the extremely low injectivity, a conventional cement squeeze or any solid laden particle-based squeeze approach was prone to fail. Alternatively, a tailored solid free epoxy resin system was placed in the annulus using an unconventional placement technique resulted in barrier enhancement and helped the operator place the well back into production. For a mature well flowing through 7 × 9 5/8‑in. and 9 5/8 × 13 3/8‑in., a tailored epoxy-based resin system formulation was placed in the well bore with modified surface operations procedures which helped in eliminating current annular pressure to regain well integrity and production. Remedial operations were performed from the surface by squeezing to seal off the gas coming from the annulus. A Tailored design derived from rigorous lab testing and perfect field execution resulted in CCA pressure remediation in a single attempt of the treatment injection, proving that the concept of using a solids-free resin to enhance existing deteriorated barriers is a reliable method. This epoxy resin system helped the operator to regain the well integrity and production in the shortest time without expensive well intervention operations. Epoxy resin based systems have been identified as a novel solution to remediate barrier integrity for well construction and workover operations, hence such case histories with enhanced operations procedures are helpful in increasing awareness of the benefits that can be attained in challenging high-pressure, low-injectivity environments, and can improve well economics.
该研究描述了用于提高因气体流过套管-套管环空(CCA)而受损的井完整性的方法。在CCA中,非常紧密的注入性要求无固体溶液,不仅可以注入,而且可以抵抗高压差,在CCA中提供长期屏障。在本文中,使用环氧树脂系统成功地修复了泄漏,帮助作业者挽救了一口井并重新开始生产。为了确定导致地层气体通过环空进入地面的套管泄漏,进行了几次压力测试。这个问题要求客户寻找一种有效的补救方案来密封气体泄漏并恢复生产力。由于注入能力极低,传统的水泥挤压或任何固体颗粒挤压方法都容易失败。另外,采用一种非常规的充填技术,将定制的无固相环氧树脂系统置入环空,增强了封隔能力,帮助作业者将井重新投入生产。对于一口流过7 × 9 5/8 - in的成熟井来说。9 5/8 × 13 3/8 - in。经过改进的地面作业程序,将一种定制的环氧树脂体系配方放入井筒中,有助于消除当前的环空压力,恢复井的完整性和产量。补救操作从地面进行,通过挤压密封来自环空的气体。经过严格的实验室测试和完美的现场执行,经过量身定制的设计,只需一次注入即可实现CCA压力修复,证明了使用无固相树脂来增强现有老化屏障的概念是一种可靠的方法。该环氧树脂系统帮助作业者在最短的时间内恢复了井的完整性和产量,而无需进行昂贵的修井作业。环氧树脂基系统已被确定为修复井建井和修井作业中屏障完整性的新解决方案,因此,这些具有改进作业程序的案例历史有助于提高人们对高压、低注入环境中可以获得的效益的认识,并可以提高油井的经济性。
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引用次数: 0
The Impacts of Increased Ductility in Organic-Rich Shale on Fracture Network Growth by Hydraulic Fracturing 富有机质页岩延性提高对水力压裂裂缝网络发育的影响
Pub Date : 2021-12-15 DOI: 10.2118/204858-ms
Chang Huang, Shengli Chen
The difficulty of hydraulic fracturing in organic-rich shale caused by the increased ductility has not been well interpreted quantitatively, although it is well perceived that the increased shale ductility can impede the propagation of hydraulic fractures and enhance the healing of created fractures upon injection shutdown. This study aims to quantitatively study the impacts of increased ductility on the stimulated reservoir volume (SRV) using an advanced XFEM-based simulator. To achieve this goal, a modified cohesive zone model has been integrated into an in-house fully coupled poroelastic XFEM framework. The study continues by extending the functionality of the numerical framework to simulating multiple interacting fractures. The utilization of the object-oriented programming paradigm in the development of the framework makes it an easy extension to include the multi-fracture network by creating more instances of crack segments. A main hydraulic fracture with an arbitrary number of intersected branches can thus be modeled. A series of parametric studies will be conducted to investigate the impacts of increased ductility on the induced SRV by varying four involved material parameters individually. The modified cohesive zone model, which is essentially a traction-separation law (TSL), is characterized by four parameters: the initial tensile strength Tini, ultimate tensile strength Tkrg, the critical separation Dc, and the final crack separation Dmax. It can flexibly model different crack opening scenarios and simulate more realistically the increased shale ductility. The fully coupled poroelastic XFEM framework has been comprehensively verified against the latest semi-analytical solutions on the four well-known propagation regimes. The numerical results show that the shape of TSL does affect the main hydraulic fracture growth as well as the evolvement of the fracture network, given the same cohesive crack energy and tensile strength. It infers that ductility is not only controlled by cohesive crack energy and tensile strength, which further indicates the necessity of the newly proposed cohesive zone model. The magnitude of the initial tensile strength, controlling when the cohesive crack starts propagating, is found to have the greatest impacts on the fracture length, and SRV, among all four TSL parameters. The novelty of this study is two-fold. First, the newly modified cohesive zone model can more realistically represent the increased shale ductility. Second, the advanced XFEM framework that enables the simulation of a fracture network can study the impacts of increased ductility on the whole SRV but not a single crack.
尽管人们普遍认为页岩延展性的增加会阻碍水力裂缝的扩展,并在关闭注入时促进已形成裂缝的愈合,但目前还没有很好的定量解释富有机质页岩中水力压裂的困难。本研究旨在利用先进的基于xfem的模拟器,定量研究延展性增加对增产储层体积(SRV)的影响。为了实现这一目标,一个改进的内聚区模型已经集成到内部的全耦合孔隙弹性XFEM框架中。该研究继续通过扩展数值框架的功能来模拟多个相互作用的裂缝。该框架在开发过程中使用了面向对象的编程范式,通过创建更多的裂缝段实例,可以很容易地扩展到包含多裂缝网络。因此,具有任意数量相交分支的主水力裂缝可以建模。通过改变四个相关的材料参数,将进行一系列的参数研究,以探讨延性增加对诱导SRV的影响。修正黏聚区模型本质上是一种牵引-分离规律(TSL),其特征为4个参数:初始抗拉强度Tini、极限抗拉强度Tkrg、临界分离Dc和最终裂纹分离Dmax。它可以灵活地模拟不同的裂缝张开情况,更真实地模拟增加的页岩延性。采用最新的半解析解对全耦合多孔弹性XFEM框架进行了全面验证。数值计算结果表明,在裂纹内聚能和抗拉强度相同的情况下,TSL的形状会影响主水力裂缝的扩展和裂缝网络的演化。由此推断,塑性不仅受黏聚裂纹能和抗拉强度的控制,进一步说明了新提出的黏聚区模型的必要性。在所有4个TSL参数中,初始抗拉强度的大小对断裂长度和SRV的影响最大,而初始抗拉强度的大小控制着内聚裂纹何时开始扩展。这项研究的新奇之处在于两个方面。首先,新修正的黏结带模型能更真实地反映页岩延性的增加。其次,先进的XFEM框架可以模拟裂缝网络,可以研究延性增加对整个SRV的影响,而不是单个裂缝。
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引用次数: 0
Successful Remediation of Sustained Casing Pressures in Gas Cap Injector Wells with the Use of Flexible and Self Healing System 使用柔性自修复系统成功修复气帽注入井的持续套管压力
Pub Date : 2021-12-15 DOI: 10.2118/204568-ms
Bipin Jain, Abhijeet Tambe, Dylan Waugh, M. Munozrivera, Rianne Campbell
Several injection wells in Prudhoe Bay, Alaska exhibit sustained casing pressure (SCP) between the production tubing and the inner casing. The diagnostics on these wells have shown communication due to issues with casing leaks. Conventional cement systems have historically been used in coiled-tubing-delivered squeeze jobs to repair the leaks. However, even when these squeeze jobs are executed successfully, there is no guarantee in the short or long term that the annular communication is repaired. Many of these injector wells develop SCP in the range of 300-400 psi post-repair. It has been observed that the SCP development can reoccur immediately after annulus communication repair, or months to years after an injector well is put back on injection. Once SCP is developed the well cannot be operated further. A new generation of cement system was used to overcome the remedial challenge presented in these injector wells. This document provides the successful application of a specialized adaptive cement system conveyed to the problematic zone with the advantage of using coiled tubing equipment for optimum delivery of the remedial treatment.
阿拉斯加Prudhoe Bay的几口注水井在生产油管和内套管之间表现出持续的套管压力(SCP)。对这些井的诊断显示,由于套管泄漏问题,这些井存在通信问题。传统的水泥系统一直用于连续油管的挤压作业,以修复泄漏。然而,即使这些挤压作业成功执行,也不能保证在短期或长期内修复环空通信。许多注入井在修复后的SCP范围为300- 400psi。据观察,SCP的发展可以在环空通信修复后立即发生,也可以在注入井重新注入后数月至数年发生。一旦SCP被开发出来,该井就不能进一步操作。新一代的水泥系统被用于克服这些注入井的补救挑战。本文介绍了一种特殊的自适应水泥系统在问题区域的成功应用,该系统具有使用连续油管设备进行最佳补救处理的优势。
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引用次数: 0
Simulation of Pressure- and Temperature-Dependent Fracturing Fluid Loss in Multi-Porosity Multi-Permeability Formations 多孔隙度、多渗透性地层中压力和温度相关压裂液损失模拟
Pub Date : 2021-12-15 DOI: 10.2118/204581-ms
Chao Liu, Dung T. Phan, Y. Abousleiman
In this paper, the multi-porosity multi-permeability porothermoelastic theory is used to derive the analytical solution to calculate the pressure- and temperature-dependent fracturing fluid loss. A triple-porosity triple-permeability source rock formation is selected as an example to illustrate the model. The effects of fracturing fluid temperature and natural fractures on the fluid loss rate are systematically illustrated. The model successfully accounts for the varying leak-off rates in the multi-permeability channels through the hydraulic fracture faces. Furthermore, thermal diffusion near the hydraulic fracture faces contributes to a variation of pore pressure whose gradient at hydraulic fracture faces directly controls the fracturing fluid leak-off rate. The model shows that thermal effects bring almost 27% variation in the leak-off rate. Comparison study indicates that the single porosity model without considering multi-permeability systems or thermal effects significantly underestimates the rate of fracturing fluid loss and predicts nearly 84% and 87% lower leak-off rate, compared to the dual-porosity dual-permeability and triple-porosity triple-permeability models, respectively. Two case studies using published laboratory measurements on naturally fractured Blue Ohio sandstone samples are conducted to show the performances of the model. It is shown that the model presented in this paper well captures the total leak-off volume during the pressure-dependent fluid loss measured from laboratory tests. Matching the analytical solution to the laboratory data also allows rocks’ double permeabilities to be estimated.
本文采用多孔隙度、多渗透性的孔隙热弹性理论,推导出了随压力和温度变化的压裂液漏失的解析解。以某三孔三渗烃源岩为例,对该模型进行了说明。系统阐述了压裂液温度和天然裂缝对漏液速率的影响。该模型成功地解释了通过水力裂缝面的多渗透通道中不同的泄漏率。此外,水力裂缝附近的热扩散会导致孔隙压力的变化,而孔隙压力在水力裂缝处的梯度直接控制着压裂液的漏出率。该模型表明,热效应导致泄漏率变化近27%。对比研究表明,不考虑多渗透系统或热效应的单一孔隙度模型明显低估了压裂液的损失率,与双孔双渗和三孔三渗模型相比,其漏失率分别降低了近84%和87%。使用已发表的实验室测量结果对天然裂缝的Blue Ohio砂岩样品进行了两个案例研究,以展示该模型的性能。结果表明,本文提出的模型能很好地反映实验室测试中测得的压力相关失液过程中的总泄漏体积。将分析解与实验室数据相匹配,还可以估计岩石的双渗透率。
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引用次数: 0
Magnetically Labelled Hybrid Nanosurfactant MLHNS for Upstream Oil and Gas Operations 用于油气上游作业的磁标记混合纳米表面活性剂MLHNS
Pub Date : 2021-12-15 DOI: 10.2118/204843-ms
N. Aljabri, Hussain Shatteb, Mustafa Saffar, A. Abdelfattah
Nanoencapsulation and targeted chemical delivery techniques have transformed many fields such as pharmaceutical drug delivery for medical treatment and diagnosis, and can similarly transform several upstream oil and gas operations. This paper describes the dual nanoencapsulation of superparamagnetic iron oxide nanoparticles (SPOINs) and petroleum sulfonate surfactants to produce hybrid nanosurfactant (MLHNS) in high-salinity water (56,000 ppm) using an inexpensive, scalable, and straightforward synthesis protocol. This novel magnetically labelled nanofluid (NF) is designed to: 1) enhance the residual oil mobilization via altering the rocks wettability and reducing the interfacial tension, and 2) enable in-situ monitoring of injected fluids when combined with EM surveys. NFs encapsulating a petroleum sulfonate surfactant and three different concentrations of 5-nm SPOINs were prepared using a two-step nanoencapsulation method. Both colloidal and chemical stability of the prepared formulations were tested at 90 °C for over a year. Results showed that all the formulations exhibited remarkable long-term colloidal and chemical stability under these close-to-reservoir conditions. Transition electron microscopy (TEM) images confirmed the encapsulation of SPIONs. The SPOINs-NFs have successfully reduced the interfacial tension (IFT) between crude oil and water by more than three orders of magnitude (from ~ 25 mN/m down to ~ 0.01 mN/m). These IFT and stability results demonstrate a strong synergy between SPIONs and the petroleum sulfonate surfactant. It is worth mentioning that this novel encapsulation platform enables the encapsulation of a wide range of nanoparticles (NPs) to generate a library of multi-function NFs to support several upstream applications.
纳米胶囊化和靶向化学输送技术已经改变了许多领域,例如用于医疗和诊断的药物输送,同样也可以改变一些上游石油和天然气作业。本文介绍了超顺磁性氧化铁纳米颗粒(SPOINs)和石油磺酸盐表面活性剂的双重纳米封装,在高盐度水(56,000 ppm)中使用廉价、可扩展和直接的合成方案生产混合纳米表面活性剂(MLHNS)。这种新型的磁性标记纳米流体(NF)旨在:1)通过改变岩石润湿性和降低界面张力来提高剩余油的动员能力;2)结合电磁测量,可以对注入流体进行现场监测。采用两步纳米包封法制备了石油磺酸盐表面活性剂和3种不同浓度的5纳米spoin的NFs。制备的制剂在90℃下进行了一年多的胶体稳定性和化学稳定性测试。结果表明,在这些近储层条件下,所有配方均表现出显著的长期胶体和化学稳定性。过渡电子显微镜(TEM)图像证实了SPIONs的封装。spoin - nfs成功地将原油与水之间的界面张力(IFT)降低了三个数量级以上(从~ 25 mN/m降至~ 0.01 mN/m)。这些IFT和稳定性结果表明SPIONs和石油磺酸盐表面活性剂之间具有很强的协同作用。值得一提的是,这种新颖的封装平台可以封装各种纳米颗粒(NPs),从而生成一个多功能纳米颗粒库,以支持多种上游应用。
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引用次数: 0
Well Integrity Leak Diagnostic Using Fiber-Optic Distributed Temperature Sensing and Production Logging 利用光纤分布式温度传感和生产测井进行油井完整性泄漏诊断
Pub Date : 2021-12-15 DOI: 10.2118/204557-ms
Joerg Abeling, U. Bartels, Kamaljeet Singh, Shaktim Dutta, Gaurav Agrawal, Apoorva Kumar
Fiber optics has many applications in the oil and gas industry. In recent years, fiber optics has found usefulness in leak detection. The leaks can be efficiently identified using fiber-optic distributed temperature sensing measurement, thereby mitigating the health, safety, and environmental (HSE) risk associated with well integrity. Further, a production log can be used to gain more insight and finalize a way ahead to resolve well integrity issues. An innovative solution-driven approach was defined, with fiber-optic distributed measurement playing a key role. Multiple leaks were suspected in the well completion, and a fiber-optic cable was run to identify possible areas of the leak path. After the fiber-optic data acquisition, a production log was recorded across selective depths to provide an insight on leak paths. After identifying leak depths, a definitive decision between tubular patching and production system overhaul was decided based on combined outputs of the fiber-optic acquisition and production log. Results are presented for a well where multiple leaks were successfully identified using the novel operational approach. Further, operational time was reduced from 3 days (conventional slickline memory or e-line logging performed during daylight operation) to 1 day (a combination of fiber-optic distributed temperature sensing and production log in a single run). The diagnosis of production system issues was completed in one shut-in and one flowing condition, thereby reducing the risk of HSE exposure with multiple flowing conditions (to simulate the leak while the conventional production logging tool is moved to different depths in the well). Additional insight on leak quantification was confirmed from the production log data, where one leak was noted at the tubing collar while the other leak was noted a few meters above the tubing collar. This observation was substantial in deciding whether to proceed with tubing patch or replace the entire production tubing. The novel operational approach affirms fiber-optic distributed temperature measurement's versatility in solving critical issues of operation time and reducing HSE exposure while delivering decisive information on production system issues. The paper serves as a staging area for other applications of similar nature to unlock even wider horizons for distributed temperature sensing measurement.
光纤在石油和天然气工业中有许多应用。近年来,光纤在泄漏检测中发挥了重要作用。使用光纤分布式温度传感测量可以有效地识别泄漏,从而降低与井完整性相关的健康、安全和环境(HSE)风险。此外,生产测井可以获得更多的信息,并确定解决井完整性问题的方法。定义了一种创新的解决方案驱动方法,其中光纤分布式测量发挥了关键作用。在完井过程中发现了多处泄漏,并使用光纤电缆来确定可能的泄漏路径区域。在光纤数据采集后,在选择的深度记录生产日志,以提供对泄漏路径的洞察。在确定泄漏深度后,根据光纤采集和生产日志的综合输出,确定油管修补和生产系统检修之间的最终决定。最后给出了使用新型操作方法成功识别多处泄漏的井的结果。此外,作业时间从3天(传统的钢丝绳记忆或白天作业时进行的e-line测井)减少到1天(光纤分布式温度传感和生产测井在一次作业中结合)。生产系统问题的诊断在一次关井和一次流动条件下完成,从而降低了多种流动条件下的HSE暴露风险(在常规生产测井工具移动到井中不同深度时模拟泄漏)。生产测井数据证实了对泄漏量化的进一步了解,其中一次泄漏发生在油管接箍处,而另一次泄漏发生在油管接箍上方几米处。这一观察结果对于决定是继续使用油管补丁还是更换整个生产油管具有重要意义。这种新颖的操作方法证实了光纤分布式温度测量在解决关键操作时间问题和减少HSE暴露方面的多功能性,同时提供有关生产系统问题的决定性信息。本文为其他类似性质的应用提供了一个阶段,为分布式温度传感测量打开了更广阔的视野。
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引用次数: 0
A Real-Time Friction Prediction Model for in Service Drill String Based on Machine Learning Methods Coupling with Mechanical Mechanism Analysis 基于机器学习与力学机制分析的在役钻柱摩擦实时预测模型
Pub Date : 2021-12-15 DOI: 10.2118/204738-ms
Huijuan Guo, Huaidong Luo, G. Zhan, Baodong Wang, Shuo Zhu
With highly deviated wells and horizontal wells are widely used in the oil industry. The large slope well sections and long horizontal well sections will lead to a sharp increase of the drill string torque and friction, which may reduce the drilling efficiency, and even lead to accidents. Therefore, real-time and accurate analysis of drill string’s torque and friction is an urgent problem facing by the modern drilling technology. The paper established a real-time friction prediction model that combines machine learning methods with drill string mechanical mechanism analysis model. Based on 84000 sets of field monitoring data obtained on-site, a regular data training set for weight on bit (WOB) and torque prediction was constructed with 23 types of time-series related parameters and 10 types of timing independent parameters. Relationships between time-series related parameters and timing independent parameters with the weight on bit and torque were trained to utilize long and short-term memory (LSTM) neural network and muti-layer back propagation (BP) network respectively. The new developed LSTM-BP neural network achieves high-precision prediction results of WOB and torque with a relative error of less than 14%. Based on derived WOB and torque prediction results, a theoretical mechanical analysis model of the entire drill string was adopted in this paper to develop the quantitative relation between WOB and torque with the friction coefficient of the drill string and oil casing. Suitable friction coefficients along the drill string can be finally obtained by solving the equilibrium function between predicted WOB, torque and measured hook load, rotary-table torque via an iteration algorithm. A case study was performed finally using the proposed intelligent analysis method to calculate the friction coefficients. This proposed methodology can be referenced to decrease the sticking risks and improve the drilling efficiency, which can finally increase the extension limit of horizontal wells in complex strata.
大斜度井和水平井在石油工业中应用广泛。大斜度井段和长水平井段会导致钻柱扭矩和摩擦力急剧增大,从而降低钻井效率,甚至导致事故发生。因此,钻柱扭矩和摩阻的实时准确分析是现代钻井技术面临的迫切问题。本文将机器学习方法与钻柱力学机理分析模型相结合,建立了实时摩擦预测模型。基于现场获得的84000组现场监测数据,构建了包含23类与时间序列相关参数和10类与时间无关参数的钻压和扭矩预测规律数据训练集。利用长短期记忆(LSTM)神经网络和多层反向传播(BP)神经网络分别训练时间序列相关参数和时序无关参数与钻头和扭矩权重之间的关系。新开发的LSTM-BP神经网络在相对误差小于14%的情况下,实现了高精度的钻压和扭矩预测结果。在推导出钻压和扭矩预测结果的基础上,建立了整个钻柱的理论力学分析模型,建立了钻压和扭矩与钻柱与油套管摩擦系数之间的定量关系。通过迭代算法求解预测钻压、扭矩与实测挂钩载荷、转台扭矩之间的平衡函数,最终得到合适的钻柱摩擦系数。最后,采用该方法计算摩擦系数,并进行了算例分析。该方法对降低粘连风险,提高钻井效率,最终提高复杂地层中水平井的延伸极限具有借鉴意义。
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引用次数: 1
Multistage Acid Stimulation for ICD Screens Completion Using Straddle Packer and Real-Time Telemetry Coil Tubing 采用跨式封隔器和实时遥测线圈管的ICD筛管完井多级酸化增产
Pub Date : 2021-12-15 DOI: 10.2118/204830-ms
Q. Looni, Malik. M Humood, A. Mousa, Mahdi Al Tarooti
Inflow Control Devices (ICD) (Fig. 1) is a part of the well completion to help optimizing the production by equalizing the reservoir inflow. Multiple ICD can be installed in the completion at a long section, as each ICD going to partially choke the flow. Completing wells with ICD is one of the most common techniques that is used to maintain uniform production across multi-layer reservoirs. One of the challenges in such completions is to achieve a uniform matrix acid stimulation across these screens due to well deviation and length of the screens. In most cases an effective diversion method is required during acid treatment to ensure all the screens are treated uniformly for maintaining homogeneous production across the reservoir. Over the time, wells with ICD screens show decline in production due to plugged screens which necessitates immediate action. In most cases remedy is to acid treat all ICD screens on individual basis using straddle packer System and real-time telemetry coil system due to requirements of diversion method, criticality of the packer setting depth and downhole pressure monitoring. Multistage acid stimulation for ICD screens is achieved using straddle packer's system with real-time telemetry coiled tubing (CT). The real-time telemetry coil system ensures depth accuracy – as each ICD port length is not more than couple of inches – and monitoring of pressures and straddle packer system's integrity during multistage acid stimulation across the horizontal screens. This operation involves challenges of properly setting the packer to selectively treat each ICD screen by mechanically diverting the acid treatment while maintaining seal integrity in each stage and re-using it multiple times. After drifting and wellbore conditioning run, the multi-set straddle packer system is deployed on real-time telemetry coil (fiber-optic enabled) for multistage acid treatment. Starting from total depth, the real-time CCL readings are utilized successfully to identify the first screens joint allowing the packer system to be stationed across the required screen. The packer elements are then energized to divert the acid treatment fluid into the targeted screen Thru the coil and exiting from per adjusted nozzles between the Packers; this diversion is confirmed by monitoring bottom hole pressure inside and outside the coil tubing string. Upon completion of the acid treatment of the ICD screens the tension-compression sub of telemetry coil system confirmed the elements is de-energized to make safe to move the packer without damaging the elements. The treatment is then successfully repeated across the remaining ICD screens with positive indication of diversion across each ICD screen. This study illustrates how the combination of the straddle packer System and downhole real-time telemetry system was utilized to successfully acid stimulate up to 38 stages and monitor the behavior of straddle packer continuously during diversion of multistage acid trea
流入控制装置(ICD)(图1)是完井的一部分,通过平衡油藏流入来帮助优化生产。多个ICD可以安装在长段完井中,因为每个ICD都会部分阻塞流体。ICD完井是最常用的技术之一,用于保持多层油藏的均匀生产。由于井斜和筛管长度的原因,此类完井面临的挑战之一是在这些筛管上实现均匀的基质酸化。在大多数情况下,在酸处理期间需要一种有效的导流方法,以确保所有筛管都得到均匀处理,以保持整个油藏的均匀生产。随着时间的推移,装有ICD筛管的井由于筛管堵塞而出现产量下降,需要立即采取措施。在大多数情况下,由于分流方法、封隔器坐封深度和井下压力监测的要求,补救措施是使用跨式封隔器系统和实时遥测线圈系统对所有ICD筛管进行单独酸处理。使用跨式封隔器系统和实时遥测连续油管(CT),可以实现ICD筛管的多级酸化。实时遥测线圈系统确保了深度精度(每个ICD端口长度不超过几英寸),并在水平筛管的多级酸化过程中监测压力和跨式封隔器系统的完整性。该作业面临的挑战是,通过机械转向酸处理,正确坐封封隔器,选择性地处理每个ICD筛管,同时保持每一级的密封完整性,并多次重复使用。在完井后,将多坐封跨式封隔器系统部署在实时遥测线圈上(启用光纤),进行多级酸处理。从总深度开始,利用实时CCL读数成功地确定了第一个筛管接头,从而使封隔器系统能够放置在所需的筛管上。然后,封隔器元件通电,使酸处理液通过线圈进入目标筛管,并从封隔器之间的每个调节喷嘴流出;通过监测盘管管柱内部和外部的井底压力,可以确认这种转移。在完成ICD筛管的酸处理后,遥测线圈系统的张压接头确认元件已断电,可以在不损坏元件的情况下安全地移动封隔器。然后,在剩余的ICD筛管上成功重复处理,每个ICD筛管都有转移的积极迹象。该研究展示了跨式封隔器系统与井下实时遥测系统的结合如何成功地实现了多达38级的酸洗作业,并在多级酸化处理筛管期间连续监测跨式封隔器的行为,同时保持封隔器密封完整性和井下压力。此外,该研究还提供了采用实时遥测技术的多级封隔器的经验教训,以成功地将酸处理均匀地转移到水平井的各个筛管中。
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引用次数: 1
A Nano Method for a Big Challenge: Nanosilica-Based Sealing System for Water Shutoff 纳米方法面临巨大挑战:纳米硅基堵水密封系统
Pub Date : 2021-12-15 DOI: 10.2118/204840-ms
Ayman Almohsin, Jin-Chao Hung, M. Alabdrabalnabi, M. Sherief
Minimizing unwanted water production from oil wells is highly required in the petroleum industry. This would lead to improved economic life of mature wells that involve new and innovative technologies. Nanosilica-based sealing fluid has been developed to address problems associated with unwanted water production. The objective of this work is to evaluate a newly developed novel water shutoff system based on nanosilica over a wide range of parameters. This modified nanosilica has a smooth, spherical shape, and are present in a narrow particle size distribution. Therefore, it can be used for water management in different water production mechanisms including high permeability streak, wormhole, and fractured reservoirs. A systematic evaluation of novel nanosilica/activator for water shutoff purposes requires the examination of the chemical properties before, during, and after gelation at given reservoir conditions. These properties are solution initial viscosity, gelation time, injectivity, and strength of the formed gel against applied external forces in different flooding systems. This paper details a promising method to control undesired water production using eco-friendly, cost-effective nanosilica. Experimental results revealed that nanosilica initially exhibited a low viscosity and hence providing a significant advantage in terms of mixing and pumping requirements. Nanosilica gelation time, which is a critical factor in placement of injected-chemical treatment, can be tailored by adjusting the activator concentration to match field requirements at the desired temperature. In addition, core flood tests were conducted in carbonate core plugs, Berea sandstone rock, and artificially fractured (metal tube) to investigate the performance of the chemical treatment. Flow tests clearly indicated that the water production significantly dropped in all tested types of rocks. The environmental scanning electron microscope (SEM) results showed the presence of SiO-rich compounds suggesting that the tested nanosilica product filled the porous media; therefore, it blocked the whole core plug. A novel cost-effective sealant that uses nanotechnology to block the near wellbore region has been developed. The performance and methods controlling its propagation rate into a porous medium will be presented. Based on the outcomes, it must be emphasized that these trivial particles have a promising application in the oil reservoir for water shutoff purposes.
在石油工业中,最大限度地减少油井产生的不必要的水是非常必要的。这将通过采用新的创新技术来提高成熟井的经济寿命。纳米硅基密封液的开发是为了解决与不希望产生的水相关的问题。这项工作的目的是在广泛的参数范围内评估一种基于纳米二氧化硅的新开发的新型堵水系统。这种改性的纳米二氧化硅具有光滑的球形,并且存在于狭窄的粒径分布中。因此,它可以用于不同产水机制的水管理,包括高渗透条纹、虫孔和裂缝性油藏。为了对新型纳米二氧化硅/活化剂进行系统评价,需要在给定的油藏条件下,对凝胶化之前、过程中和之后的化学性质进行检查。这些特性包括溶液初始粘度、凝胶时间、注入性以及在不同驱油体系中形成的凝胶抵抗外力作用的强度。本文详细介绍了一种有前途的方法来控制不希望的水产量使用环保,成本效益的纳米二氧化硅。实验结果表明,纳米二氧化硅最初表现出低粘度,因此在混合和泵送要求方面具有显著的优势。纳米二氧化硅凝胶化时间是注入化学处理的关键因素,可以通过调整活化剂浓度来适应所需温度下的现场要求。此外,在碳酸盐岩心塞、Berea砂岩和人工压裂(金属管)中进行了岩心注水试验,以研究化学处理的性能。流动测试清楚地表明,在所有测试类型的岩石中,产水量都显著下降。环境扫描电镜(SEM)结果表明,纳米二氧化硅产品填充了多孔介质;因此,它堵塞了整个岩心塞。一种使用纳米技术封堵近井区域的新型高效密封胶已经开发出来。本文将介绍其性能和控制其在多孔介质中传播速率的方法。基于这些结果,必须强调的是,这些微小颗粒在油藏堵水方面具有很好的应用前景。
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引用次数: 2
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