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Residual Hydrocarbon Saturation in the Transition Zone and the Gas Cap 过渡带残余烃饱和度与气顶
Pub Date : 2021-10-12 DOI: 10.2118/206585-ms
N. Cheremisin, R. Shulga, A. Zagorovskiy, Y. Gilmanov, Alexey Valentinovich Kochetov
The laboratory study of the formation of residual oil saturation in a gas cap after active gas production from it and the penetration of oil from the underlying oil reservoir is currently not regulated in any way. Residual oil saturation in the gas cap was taken and is accepted, as a rule, from the correlation dependences with reservoir properties obtained from experiments on oil displacement from to the limit oil-saturated core samples. The use of similar correlations for the transition zone significantly underestimates the mobile oil reserves in such zones In this connection, the paper discusses the technology of physical modeling of the residual oil saturation in the gas cap after the penetration of oil into it and the issues related to the determination of the residual oil saturation in the transition zones of oil reservoirs. On a series of test experiments on core samples of a weakly consolidated reservoir of the Pokurovskaya formation carried out according to the method developed by the authors, it was shown that the values of residual oil saturation after the penetration of oil into the gas cap are significantly lower than for oil-saturated formations with similar properties. It is shown that such studies will make it possible to clarify the possible irreversible oil losses during the advanced development of gas caps and to revise the approaches to the development of oil reservoirs of gas-oil and oil-gas fields. Laboratory modeling and study of the process of oil penetration into a gas cap and its subsequent displacement by water or gas is relevant for almost 10% of Rosneft's current reserves.
目前,对气顶剩余油饱和度在积极产气后形成的实验室研究,以及从下伏油藏中渗透的石油,都没有得到任何规范。气顶残余油饱和度通常是从饱和油岩心样品的驱油实验中得到的与储层性质的相关关系中得到的。在过渡带中采用相似关系式,大大低估了过渡带的可动油储量。为此,本文讨论了石油侵入气顶后剩余油饱和度的物理模拟技术以及确定油藏过渡带剩余油饱和度的有关问题。采用该方法对Pokurovskaya组弱胶结储层岩心样品进行了一系列测试实验,结果表明,油渗透到气顶后的残余油饱和度值明显低于性质相似的含油饱和地层。研究结果表明,这将有助于弄清气顶超前开发过程中可能出现的不可逆油损,并有助于修正油气、油气田油藏开发思路。石油渗透到气顶以及随后被水或气取代的过程的实验室建模和研究与俄罗斯石油公司目前近10%的储量相关。
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引用次数: 0
Multi-Mineral Segmentation of SEM Images Using Deep Learning Techniques 利用深度学习技术对SEM图像进行多矿物分割
Pub Date : 2021-10-12 DOI: 10.2118/206526-ms
V. Alekseev, D. Orlov, D. Koroteev
The approaches of building and methods of using the digital core are currently developing rapidly. The use of these methods makes it possible to obtain petrophysical information by non-destructive methods quickly. Digital rock physics includes two main stages: constructing models and modeling various physical processes on the obtained models. Our work proposes using deep learning methods for mineral and pore space segmentation instead of classical methods such as threshold image processing. Deep neural networks have long been able to show their advantages in many areas of computer vision. This paper proposes and tests methods that help identify different minerals in images from a scanning electron microscope. We used images of rocks of the Achimov formation, which are arkoses, as samples. We tested various deep neural networks such as LinkNet, U-Net, ResUNet, and pix2pix and identified those that performed best in segmentation.
数字核心的构建途径和使用方法正在迅速发展。这些方法的应用使非破坏性方法快速获取岩石物性信息成为可能。数字岩石物理包括两个主要阶段:建立模型和在得到的模型上对各种物理过程进行建模。我们的工作建议使用深度学习方法来分割矿物和孔隙空间,而不是传统的方法,如阈值图像处理。深度神经网络在计算机视觉的许多领域早已显示出其优势。本文提出并测试了有助于从扫描电子显微镜图像中识别不同矿物的方法。我们使用了阿奇莫夫组的岩石图像作为样本,这些岩石是岩石。我们测试了各种深度神经网络,如LinkNet、U-Net、ResUNet和pix2pix,并确定了那些在分割方面表现最好的神经网络。
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引用次数: 0
Development of Fracturing Fluids Based on Acrylamide Copolymers and Study of Their Physical and Technological Properties Using the Oscillatory Rheometry Methods 丙烯酰胺共聚物压裂液的研制及其物理工艺性能的振荡流变学研究
Pub Date : 2021-10-12 DOI: 10.2118/206638-ms
M. V. Kazak, S. Panin, Andrei Mikhailovich Valenkov, Tsimur Donalovich Hiliazitdzinau
This work studies the rheological properties of aqueous solutions of acrylamide copolymers. The prevailing role of elastic properties over viscous properties in predicting the proppant suspension capacity of the resulting fracturing fluid is shown. Furthermore, the potential of the use of oscillatory rheometry for studying fracturing fluid stability is demonstrated.
本文研究了丙烯酰胺共聚物水溶液的流变性能。研究表明,在预测压裂液的支撑剂悬浮能力时,弹性特性比粘性特性更重要。此外,振荡流变法在压裂液稳定性研究中的应用潜力也得到了证实。
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引用次数: 0
Specification of the Geological Structure of the Inter-Salt Sediments of the Savichskoye Area Based on the Results of Well ?10S2 Drilling and Performing 3D Seismic Surveys in Order to Assess the Prospects for Identifying Hydrocarbons in Low-Permeability Reservoirs 基于10S2井钻井和三维地震勘探结果对Savichskoye地区盐间沉积物地质构造进行描述,以评价低渗透储层油气识别前景
Pub Date : 2021-10-12 DOI: 10.2118/206596-ms
Andrei Tsyhankou, Alyaksandr Kanyushenka, Alyaksandr Hrudzinin, Alyaksei Kudrashou
The results of the well 10s2-Savichskaya drilling, laboratory core research are set out. Based on the results of integration the latest methods of wire line survey, laboratory core samples research, seismic facies analysis, typical lithotypes of the Savichsko-Bobrovichi area rocks were identified, reservoir features were predicted, the prospects of inter-salt deposits for identifying accumulations of hydrocarbons in unconventional reservoirs were substantiated. A perspective zone was identified and recommendations for drilling a pilot bore were given.
介绍了10s2井savichskaya钻井实验室岩心研究的结果。综合利用最新的线测、岩心样品研究、地震相分析等方法,识别了萨维什科-博布罗维奇地区岩石的典型岩性类型,预测了储层特征,证实了盐间沉积在非常规油气藏中的勘探前景。确定了一个远景区,并提出了钻探先导井眼的建议。
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引用次数: 0
Application of High-Contrast µCT and FIB-SEM for the Improvement in the Permeability Prediction of Tight Rock Samples 高对比微CT和FIB-SEM在致密岩石渗透率预测中的应用
Pub Date : 2021-10-12 DOI: 10.2118/206588-ms
A. Avdonin, M. Ebadi, V. Krutko
Digital rock analysis has proven to be useful for the prediction of petrophysical properties of conventional reservoirs, where the pore space is captured well by a modern µCT scanner with a resolution of 1-5 µm. Nevertheless, this resolution is not enough to accurately capture the pore space of tight (low-permeable) rock samples. As a result, derived digital rock models do not reflect the real rock topology, and permeability predictions yield unreliable results. Our approach deploys high-contrast µCT scanning technique and Focused Ion Beam milling combined with Scanning Electron Microscopy to improve the quality of digital rock models and, hence, the permeability prediction. This workflow is successfully applied to a low-permeable rock sample of Achimov deposits. The computed permeability compares well to the experimental value.
事实证明,数字岩石分析对于预测常规储层的岩石物理性质非常有用,其中孔隙空间可以通过分辨率为1-5 μ m的现代微CT扫描仪很好地捕获。然而,这种分辨率不足以准确捕捉致密(低渗透)岩石样品的孔隙空间。因此,导出的数字岩石模型不能反映真实的岩石拓扑结构,渗透率预测的结果也不可靠。我们的方法采用了高对比度微CT扫描技术和聚焦离子束铣削结合扫描电镜技术,以提高数字岩石模型的质量,从而提高渗透率预测。该工作流程成功地应用于Achimov矿床的低渗透岩石样品。计算的渗透率与实验值吻合较好。
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引用次数: 1
Implementation and Intermediate Monitoring Outcomes of the First Commingled Up-Dip SMART Water Injection Well in PA-B Platform Piltun-Astokhskoye Offshore Oil and Gas Field PA-B平台Piltun-Astokhskoye海上油气田首口混合上倾SMART注水井实施及中期监测结果
Pub Date : 2021-10-12 DOI: 10.2118/206503-ms
Alexander Vitalyevich Tsarenko, V. Tarsky, Lisa Jane Robson
The objective of this article is to share an evaluation of the background, drilling outcomes and production and reservoir pressure impacts from two years of monitoring the first commingled up-dip SMART water injector drilled in the Piltun area of the Piltun-Astokhskoye offshore oil and gas field, located in Sakhalin, far east of Russia. The unique aspect of this water injector is that it was drilled into the up-dip gas caps of two separate reservoirs to provide pressure support to commingled oil producers, complementing the down-dip water injectors already in place. This article highlights some details of the well maturation decisions and expectations based on output of the dynamic modelling studies. Drilling outcomes and well performance is compared to expectations. Initial results of the surveillance programme and field data analysis based on a two-year monitoring period are discussed to show intermediate outcomes of up-dip water injection in the Piltun area. Finally, remaining questions and uncertainties are shared. Piltun-Astokhskoye is a complex multi-reservoir offshore oil and gas field with sizeable gas caps, significant heterogeneity both between and within reservoirs and a complex production history involving commingled oil producers and water injectors. Limited data is available to assess the impact of development decisions. Integrated analysis using multiple data sources and back-to-basics geology and reservoir engineering is required to understand how the reservoirs are responding to up-dip water injection, in order to predict future performance and make informed decisions to optimise the Piltun development over the long term. Surveillance data shows that up-dip water injection is effective in increasing reservoir pressure and oil recovery in one of the reservoirs, whilst having little impact on the other. Analysis shows that variable impact is due to the influence of gas cap size on up-dip water injection efficiency and the risk of trapped gas volumes due to water injection into the gas cap. The importance of integration between different sources of surveillance data and analytical tools to complete a comprehensive and reliable analysis is shown.
本文的目的是通过对位于俄罗斯远东库页岛的Piltun- astokhskoye海上油气田Piltun地区的首个混合式上倾斜SMART注水井进行为期两年的监测,对钻井背景、钻井成果、产量和储层压力影响进行评估。该注水井的独特之处在于,它被钻入两个独立油藏的上倾气顶,为混合油藏提供压力支撑,补充了已经到位的下倾注水井。本文重点介绍了基于动态建模研究结果的井成熟决策和期望的一些细节。将钻井结果和油井性能与预期进行比较。讨论了监测方案的初步结果和基于两年监测期的现场数据分析,以显示Piltun地区上倾角注水的中期结果。最后,还存在一些问题和不确定性。Piltun-Astokhskoye是一个复杂的多储层海上油气田,具有相当大的气顶,储层之间和储层内部都具有显著的非均质性,并且具有复杂的生产历史,涉及混合采油和注水井。可用于评估发展决策影响的数据有限。为了预测未来的性能,并做出明智的决策,以优化Piltun的长期开发,需要使用多个数据源和回归基础的地质和油藏工程进行综合分析,以了解油藏对上倾角注水的反应。监测数据表明,上倾注水对其中一个储层的储层压力和采收率提高有效,而对另一个储层影响不大。分析表明,由于气顶尺寸对上倾注水效率的影响,以及气顶注水带来的圈闭气体积风险,影响因素是可变的。分析表明,整合不同来源的监测数据和分析工具对于完成全面可靠的分析非常重要。
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引用次数: 0
Modified CR-Type Material Balance Model for Well Production Forecasts in Case of Well Treatments 基于改进cr型物质平衡模型的油井增产预测
Pub Date : 2021-10-12 DOI: 10.2118/206511-ms
A. Gubanova, Bulat A. Khabibullin, D. Orlov, D. Koroteev
To reduce inefficient costs and environmental risks, oil companies strive to optimize the process of hydrocarbon production at all stages of field development, including geological and technical works at wells. In particular, it is important to predict fluid production with high accuracy. 3D hydrodynamic modeling is a generally accepted technique for solving this problem. It provides reliable results but requires many input data, computational resources, and time for calculations. Since the decision-making process has to be reactive, it is necessary to develop a simultaneously precise and prompt predictive instrument for quick forecasts of liquid production. The most promising tools for these purposes are proxy models based on solving the material balance equation. They adapt to the existing historical data even without PVT properties and reservoir data. Some of the most popular approaches are proxy models such as Capacitance Resistance Models (CRM). CR-type model is a material balance-based flow model, which provides preferable transmissibility trends, the presence of sealing or leaking faults with compressibility effects in consideration, and dissipation between injector-producer pairs. It is a data-driven model with adjustable time constants and interwell connectivity parameters. Before the model tuning, all parameters must be initialized with analytical or random approximations, and then they can be found by an appropriate optimization procedure. Historical-based Capacitance Models can be applied to poorly studied fields. Besides, they give an opportunity to rapidly optimize field development strategy by making calculations with different well exploitation parameters. They only require historical data of hydrocarbon production volumes, injection profiles, and bottom-hole pressure dynamics as input data. One of the main is that properties in the interwell space are estimated approximately and considered to be constant throughout the entire development history. However, this is a weak assumption in the case of including well interventions and stimulations. Thus, the main goal of this work is to adjust coefficients online to changes in well operation modes, introducing new wells or shut-in the existing ones. Since the governing equation includes the considered CRM improvement, users can perform optimization over different timespans, including "special" intervals. As a result, weighting connectivity parameters of the model can be depicted on a map of well interactions versus time.
为了降低低效率成本和环境风险,石油公司努力在油田开发的各个阶段优化油气生产过程,包括油井的地质和技术工作。特别是,准确预测流体产量非常重要。三维水动力建模是解决这一问题的一种普遍接受的技术。它提供了可靠的结果,但需要大量的输入数据、计算资源和计算时间。由于决策过程必须是反应性的,因此有必要开发一种同时精确和迅速的预测工具,以快速预测液体产量。实现这些目的最有前途的工具是基于求解物料平衡方程的代理模型。即使没有PVT属性和储层数据,它们也能适应现有的历史数据。一些最流行的方法是代理模型,如电容电阻模型(CRM)。cr型模型是一种基于物质平衡的流动模型,它提供了较好的传递率趋势,考虑了可压缩性影响的密封或泄漏故障的存在,以及注采副之间的耗散。它是一个数据驱动的模型,具有可调的时间常数和井间连通性参数。在模型调优之前,必须用解析近似或随机近似初始化所有参数,然后通过适当的优化程序找到它们。基于历史的电容模型可以应用于研究较少的领域。此外,通过计算不同井的开发参数,为快速优化油田开发策略提供了机会。它们只需要油气产量、注入剖面和井底压力动态的历史数据作为输入数据。其中一个主要原因是,在整个开发过程中,井间空间的性质是近似估计的,并被认为是恒定的。然而,在包括油井干预和增产措施的情况下,这是一个薄弱的假设。因此,这项工作的主要目标是在线调整系数,以适应井作业模式的变化,例如引入新井或关闭现有井。由于控制方程包括考虑的CRM改进,用户可以在不同的时间范围内执行优化,包括“特殊”时间间隔。因此,该模型的加权连通性参数可以在井间相互作用随时间的图上进行描述。
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引用次数: 2
Diagnostic Plots for Production Decline During the Transition of Oil Field Development From Depletion to Water Injection 油田开发由枯竭向注水过渡过程中产量递减诊断图
Pub Date : 2021-10-12 DOI: 10.2118/206499-ms
V. Syrtlanov, Y. Golovatskiy, I. Ishimov
In this paper the simplified way is proposed for predicting the dynamics of liquid production and estimating the parameters of the oil reservoir using diagnostic curves, which are a generalization of analytical approaches, partially compared with the results of calculations on 3D simulation models and with actual well production data.
本文提出了利用诊断曲线进行产液动态预测和油藏参数估计的简化方法,并将其与三维模拟模型计算结果和实际油井生产数据进行了部分比较。
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引用次数: 0
Direct Energy Minimization Algorithm for Numerical Simulation of Carbon Dioxide Injection 二氧化碳喷射数值模拟的直接能量最小化算法
Pub Date : 2021-10-12 DOI: 10.2118/206611-ms
L. Khakimova, A. Isaeva, V. Dobrozhanskiy, Y. Podladchikov
We discuss numerical simulation of carbon dioxide injection considered by oil and gas companies. Complex behavior of multicomponent reservoir fluids mixed with carbon dioxide may cause the occurrence of vapor-liquid-liquid equilibria (VLLE), salt precipitation in aquifers, pore-clogging, etc. We propose a simple algorithm for phase equilibria calculations based on the minimization of the multicomponent system free energy. This algorithm can be used to calculate phase separations and component partitioning between the phases under various conditions (critical region, two- and three-phase equilibria, etc.). We demonstrate the applicability of the proposed algorithm in a series of calculations. We consider binary and ternary mixtures that include carbon dioxide and hydrocarbons. We examine the algorithm in two- and three-phase equilibrium calculations and compare its performance with the popular iterative fugacity equilibration technique. We show that both calculation techniques give near-identical results for the considered mixtures. Thus, we show that the free energy minimization algorithm can be used interchangeably with the fugacity equilibration technique for calculating phase equilibria. This algorithm is applicable for VLLE calculations, which is important when considering multicomponent reservoir fluids that include carbon dioxide.
讨论了油气公司考虑的二氧化碳注入数值模拟问题。多组分储层流体与二氧化碳混合的复杂行为可能导致气液液平衡(VLLE)、含水层盐沉淀、孔隙堵塞等现象的发生。我们提出了一种基于多组分系统自由能最小化的相平衡计算的简单算法。该算法可用于计算各种条件下(临界区、两相平衡和三相平衡等)的相分离和相之间的组分分配。我们在一系列的计算中证明了所提出算法的适用性。我们考虑二元和三元混合物,包括二氧化碳和碳氢化合物。我们在两相和三相平衡计算中考察了该算法,并将其性能与流行的迭代逸度平衡技术进行了比较。我们表明,这两种计算技术给出了几乎相同的结果为考虑的混合物。因此,我们证明了自由能最小化算法可以与逸度平衡技术交替使用来计算相平衡。该算法适用于VLLE计算,这在考虑包含二氧化碳的多组分油藏流体时非常重要。
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引用次数: 0
Development of an Innovational Multiphase X-Ray Flowmeter 一种新型多相x射线流量计的研制
Pub Date : 2021-10-12 DOI: 10.2118/206472-ms
A. A. Zubakin, A. Davydov, A. Gogolev, S. Chistyakov, Nikolay Alexandrovich Filatov, A. Boyev, V. Rukavishnikov
Non-separation measurement of a multiphase mixture coming from an oil well is traditionally considered a complex measurement, for which rather expensive solutions are used, including non-trivial maintenance. This work aims to describe a new technology in the area of measuring multiphase oil and gas-water mixture, which is being finalized by specialists of the Tomsk Polytechnic University for conducting pilot tests at the facilities of Zarubezhneft JSC, and to indicate a more informative level of measurement of oil and gas industry production, which allows measuring the amount of oil, gas and water with high precision without the use of radioactive sources and constriction devices. The purpose of measuring a multiphase mixture is to determine the amount of oil, gas and water. In order to do this, it is required to determine the total flow rate of the mixture and the distribution of the flow by substances and phases: oil gas, oil and formation water. The total flow rate in the developed multiphase X-ray flowmeter is based on cross-correlation analysis of radiograms from two linear detectors. Measurement of the component composition for the purpose of the distribution of the flow by substances and phases is carried out by the method of two-wave absorptiometry.
对来自油井的多相混合物进行非分离测量传统上被认为是一项复杂的测量,需要使用相当昂贵的解决方案,包括非琐碎的维护。这项工作的目的是描述一种测量多相油气水混合物领域的新技术,该技术正在托木斯克理工大学的专家们最后确定,以便在Zarubezhneft JSC进行试点测试,并表明石油和天然气工业生产的测量信息水平更高,可以在不使用放射源和收缩装置的情况下高精度地测量石油、天然气和水的量。测量多相混合物的目的是确定油、气和水的含量。为了做到这一点,需要确定混合物的总流量以及按物质和相(油气、石油和地层水)的流动分布。所开发的多相x射线流量计的总流量是基于两个线性检测器的射线图的相互关联分析。用两波吸收法测量组分组成,以测定物质和相的流动分布。
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引用次数: 0
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