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Successful Intervention of Coiled Tubing Rugged Tool with Real-Time Telemetry System in Saudi Arabia First Multistage Fracturing Completion with Sand Control System 连续油管坚固工具与实时遥测系统在沙特阿拉伯成功修井,首次采用防砂系统进行多级压裂完井
Pub Date : 2021-09-15 DOI: 10.2118/205943-ms
Ahmed. N. Alduaij, Z. Al-Bensaad, D. Ahmed, M. Noor, Nabil Batita, AbdulMuqtadir Khan
An openhole multistage completion required selective fracture stimulation, flow control, and sand control in each zone. An openhole multistage completion was designed by combining a production sleeve integrated with sand screens and inflow control devices and a fracture sleeve with high open flow port. The system was designed to use a ball drop to isolate the bottom intervals while fracturing upper intervals. After fracture stimulation, the fracture seat/ball needed to be milled. The production sleeve were designed to be shifted to the open position and the fracturing sleeve to the closed position through mechanical shifting tool to put the well on production. The fracturing sleeve and the production sleeve were located close to each other and a successful shifting operation needed an appropriate shifting tool, with a real-time downhole telemetry system that met the temperature limitations while providing accurate depth control, differential pressure readings, and axial force (tension and compression) measurements. Hydraulic-pressure-activated shifting tools were used to manipulate the sleeves. A coiled tubing (CT) rugged downhole tool with real-time telemetry was used to run the shifting tools. Yard tests were conducted to identify the optimum rates and pressures to actuate the hydraulically activated shifting tools and study their behavior. The expansion of the fracturing sleeve shifting tool keys initiated at 1.6 bbl/min (400 psi) and the keys were fully expanded at 1.8 bbl/min (600 psi), whereas the expansion of production sleeve shifting tool keys initiated at 0.3 bbl/min (700 psi), and the keys were fully expanded at 0.4 bbl/min (900 psi). During the design and planning of the shifting operation, simulations were conducted, and surface and downhole tools were selected carefully to ensure the CT could provide enough downhole upward force (5,000 to 6,000 lbf) to close the fracture ports and 2,000 to 4,000 lbf to open production sleeves. Following the fracturing operation, the first CT run aimed to mill fracture seats/balls to clear the path for the subsequent shifting operation. In the second CT run, all the fracturing sleeves were shifted to the closed position while production sleeves were shifted to the open position. The CT rugged downhole tool proved critical for depth correlation and accurate placement of the shifting tools. The real-time downhole acquisition of differential pressure across the toolstring also allowed operating the shifting tools under optimum conditions, while downhole force readings of tension and compression confirmed the shifting of completion accessories. Two fracturing sleeves were shifted to the closed position at 2.4 bbl/min and 700-psi downhole differential pressure, with the downhole weights of 700 lb and 1,000 lbf. Three production sleeves were shifted to open position at 0.6 bbl/min and 1,200-psi downhole differential pressure, and the maximum surface and downhole weights recorded were 73,000 lb and 19,
裸眼多级完井需要在每个层段进行选择性压裂增产、流量控制和防砂。该裸眼多段完井系统将生产滑套与防砂筛管和流入控制装置相结合,并设计了具有高开流口的压裂滑套。该系统的设计目的是在压裂上部段时,使用投球来隔离底部段。压裂增产后,需要对压裂座/压裂球进行磨铣。通过机械移动工具将生产滑套移至开启位置,将压裂滑套移至关闭位置,使油井投入生产。压裂滑套和生产滑套位置靠得很近,成功的换档作业需要合适的换档工具,以及实时井下遥测系统,该系统可以满足温度限制,同时提供精确的深度控制、压差读数和轴向力(拉力和压缩)测量。使用液压驱动的换挡工具来操纵滑套。采用了一种具有实时遥测功能的连续油管(CT)坚固型井下工具来下入变速工具。进行了现场试验,以确定液压激活换挡工具的最佳速率和压力,并研究其行为。压裂滑套移动工具键在1.6桶/分钟(400 psi)时开始膨胀,在1.8桶/分钟(600 psi)时完全膨胀,而生产滑套移动工具键在0.3桶/分钟(700 psi)时开始膨胀,在0.4桶/分钟(900 psi)时完全膨胀。在移动作业的设计和规划过程中,进行了模拟,并仔细选择了地面和井下工具,以确保连续油管能够提供足够的井下向上力(5000 ~ 6000 lbf)来关闭裂缝口,2000 ~ 4000 lbf来打开生产滑套。压裂作业结束后,第一次连续油管作业旨在磨铣压裂座/压裂球,为后续的位移作业扫清道路。在第二次连续油管下入时,将所有压裂滑套移至关闭位置,同时将生产滑套移至打开位置。CT坚固耐用的井下工具对于深度关联和移动工具的精确定位至关重要。通过实时采集井下工具串的压差,还可以在最佳条件下操作移动工具,同时井下张力和压缩力读数确认完井附件的移动。两个压裂滑套分别以2.4桶/分钟和700psi的井下压差(井下重量分别为700磅和1000磅)转移至关闭位置。三个生产滑套以0.6桶/分钟的速度和1200 psi的井下压差切换到打开位置,记录的最大地面和井下重量分别为73,000磅和19,200磅。该作业实现了无砂生产,并证实了沙特阿拉伯首个多级完井的成功,实现了压裂作业和出砂控制。本研究描述了实时井下测量的使用,以及当地面参数没有给出明确的变化指示时,实时井下测量的意义。在沙特阿拉伯的第一次多级完井作业中,首次使用了两种液压激活移动工具,实现了压裂作业和控制流/出砂。
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引用次数: 0
Solid-State Gyro Technology Allows Safe And Reliable Real-Time Remote Operations 固态陀螺技术允许安全可靠的实时远程操作
Pub Date : 2021-09-15 DOI: 10.2118/205870-ms
Adrian G. Ledroz, Barry Smart, Navin. Maharaj
There are several reasons for obtaining gyroscopic surveys in directional wells. A gyro measurement provides reliable data when magnetic measurements are affected by interference from nearby wells; it can significantly reduce the positional uncertainty and provides redundancy data and gross error checks on MWD surveys. However, the complexity and extent of the necessary testing and handling of the tools have prevented widespread adoption, and gyro services have remained limited to "must-have" scenarios. The benefits of solid-state technology and new developments in communication capabilities are gradually changing the way of thinking related to wellbore positioning. The first gyro while drilling tools were introduced in the early 2000s and were based on spinning mass gyro technology. These gyros can be very accurate with low noise levels and drift; however, they are fragile, built with moving parts, and susceptible to calibration shifts. Extensive pre-job testing, validation during job execution and post-job analysis are required to obtain reliable directional survey data. Solid-state gyros have reached the same, or even better, levels of noise and drift without the fragility of their spinning mass counterpart. With different degrees of complexity and coverage, remote operations have been used for many years in the oilfield. Still, the adoption of monitoring gyro services with no personnel at the rig-site has been minimal due to the described complexity of the system and the small volume of jobs that prevented investment and the development of the necessary processes. Solid-state gyro technology addresses these challenges More than 30 gyro-while-drilling jobs have successfully run remotely. The changes in operational procedures forced by the Covid-19 pandemic accelerated the demand for uncrewed operations, and solid-state gyro technology has shown high reliability with zero non-productive time due to tool failures or shifts in the calibration. This new way of working also results in a significant reduction in the environmental impact of the operations as all travel related to personnel and equipment has been reduced and battery life extended by up to 10. Several scenarios related to wellbore positioning and directional drilling greatly benefit by having a gyro in the BHA. The gyro technology and the workflow described in this paper show how this can be done reliably, maintaining the quality of the survey data and reducing the environmental impact.
在定向井中进行陀螺测量有几个原因。当磁测量受到附近井的干扰时,陀螺仪测量可以提供可靠的数据;它可以显著降低位置的不确定性,并为随钻测量提供冗余数据和粗误差检查。然而,这些工具的必要测试和处理的复杂性和范围阻碍了广泛采用,陀螺仪服务仍然局限于“必须拥有”的场景。固态技术的优势和通信能力的新发展正在逐渐改变与井筒定位相关的思维方式。第一个陀螺仪钻井工具是在21世纪初推出的,基于旋转质量陀螺仪技术。这些陀螺仪可以非常准确的低噪音水平和漂移;然而,它们很脆弱,由活动部件组成,容易受到校准变化的影响。为了获得可靠的定向测量数据,需要进行大量的作业前测试、作业执行期间的验证以及作业后的分析。固态陀螺仪在噪音和漂移方面已经达到了相同甚至更好的水平,而且没有旋转的质量陀螺仪那样的脆弱性。由于复杂程度和覆盖范围不同,远程作业已经在油田中应用多年。尽管如此,由于系统的复杂性和工作量小,避免了投资和必要流程的开发,在没有人员的情况下,采用陀螺仪监测服务的情况一直很少。固态陀螺仪技术解决了这些问题,目前已有30多个陀螺仪随钻作业成功完成。Covid-19大流行迫使操作程序发生变化,加速了对无人作业的需求,固态陀螺仪技术显示出高可靠性,并且由于工具故障或校准移位而导致的非生产时间为零。这种新的工作方式也大大减少了作业对环境的影响,因为与人员和设备相关的所有旅行都减少了,电池寿命延长了10年。在一些与井筒定位和定向钻井相关的场景中,通过在BHA中安装陀螺仪,可以大大受益。本文描述的陀螺仪技术和工作流程显示了如何可靠地做到这一点,保持调查数据的质量并减少对环境的影响。
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引用次数: 0
Development of Methods for Top-Down Methane Emission Measurements of Oil and Gas Facilities in an Offshore Environment Using a Miniature Methane Spectrometer and Long-Endurance UAS 基于微型甲烷光谱仪和长航时无人机的海上油气设施自上而下甲烷排放测量方法的发展
Pub Date : 2021-09-15 DOI: 10.2118/206181-ms
Brendan Smith, Stuart Buckingham, Daniel F. Touzel, A. Corbett, Charles Tavner
With atmospheric methane concentrations rising, spurring increased social concern, there is a renewed focus in the oil and gas industry on methane emission monitoring and control. In 2019, a methane emission survey at a bp asset west of Shetland was conducted using a closed-cavity methane spectrometer mounted onboard a long-endurance fixed-wing unmanned aerial vehicle (UAV). This flight represents the first methane emissions survey of an offshore facility with a miniature methane spectrometer onboard a UAV with subsequent flights performed. The campaign entailed gathering high-density methane concentration data in a cylindrical flight pattern that circumnavigated the facility in close proximity. A small laser spectrometer was modified from an open-cavity system to a closed-cavity onboard the aircraft and yielded in-flight detection limits (3s) of 1065ppb methane above background for the 2019/2020 sensor version and 150ppb for the 2021 sensor versions. Through simulation, the sensors minimum detection limits in mass flow rate were determined to be 50 kg/h for the 2019/2020 campaign and 2.5kg/h for the 2021 campaigns; translating to an obtainable measurement for 23% and 82% of assets reporting higher than 1 kg/h according to the 2019 EEMS dataset, respectively. To operationalize the approach, a simulation tool for flight planning was developed utilizing a gaussian plume model and a scaled coefficient of variation to invoke expected methane concentration fluctuations at short time intervals. The simulation is additionally used for creation of synthetic datasets to test and validate algorithm development. Two methods were developed to calculate offshore facility level emission rates from the geolocated methane concentration data acquired during the emission surveys. Furthermore, a gaussian plume simulator was developed to predict plume behavior and aid in error analysis. These methods are under evaluation, but all allow for the rapid processing (<24h) of results upon landing the aircraft. Additional flights were conducted in 2020 and 2021 with bp and several UK North Sea Operators through Net Zero Technology Centre (NZTC) funded project, resulting in a total of 18 methane emission survey flights to 11 offshore assets between 2019 and 2021. The 2019 flight, and subsequent 2020/21 flights, demonstrated the potential of the technology to derive facility level emission rates to verify industry emission performance and data.
随着大气中甲烷浓度的上升,引发了越来越多的社会关注,石油和天然气行业重新关注甲烷排放的监测和控制。2019年,英国石油公司在设得兰群岛以西的一处资产进行了甲烷排放调查,使用的是安装在长航时固定翼无人机(UAV)上的闭腔甲烷光谱仪。这次飞行代表了海上设施的首次甲烷排放调查,无人机上安装了微型甲烷光谱仪,随后进行了飞行。该活动需要收集高密度甲烷浓度数据,以圆柱形飞行模式绕着设施近距离飞行。飞机上的一个小型激光光谱仪从开腔系统修改为闭腔系统,在2019/2020传感器版本中产生的飞行中检测限(3s)为1065ppb高于背景的甲烷,在2021传感器版本中产生150ppb。通过仿真,确定了2019/2020赛季传感器对质量流量的最小检测限为50 kg/h, 2021赛季为2.5kg/h;根据2019年EEMS数据集,分别有23%和82%的资产报告高于1千克/小时。为了实现该方法,开发了一个飞行计划模拟工具,利用高斯羽流模型和缩放变异系数来调用短时间间隔内预期的甲烷浓度波动。该模拟还用于创建合成数据集,以测试和验证算法开发。根据排放调查期间获得的定位甲烷浓度数据,开发了两种方法来计算海上设施水平的排放率。此外,还开发了一个高斯羽流模拟器来预测羽流的行为并帮助进行误差分析。这些方法正在评估中,但都允许在飞机着陆后快速处理结果(<24小时)。通过净零技术中心(NZTC)资助的项目,bp和几家英国北海运营商在2020年和2021年进行了额外的飞行,在2019年至2021年期间共对11个海上资产进行了18次甲烷排放调查飞行。2019年的飞行以及随后的2020/21年的飞行,证明了该技术在计算设施级排放率以验证行业排放绩效和数据方面的潜力。
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引用次数: 2
Using Particle Swarm Optimization to Compute Hundreds of Possible Directional Paths to Get Back/Stay in the Drilling Window 使用粒子群优化计算数百种可能的方向路径,以返回/停留在钻井窗口
Pub Date : 2021-09-15 DOI: 10.2118/206170-ms
D. C. Braga, M. Kamyab, D. Joshi, Brian Harclerode, C. Cheatham
One of the responsibilities of a directional driller (DD) is the computation of the current bit position given the last survey station measurement, and with that information calculate the path back to plan if directional correction is needed. Having only a few minutes during a drilling connection to perform these calculations, the DD is limited to compute only a handful of possible paths that will be presented to the Drilling Engineer/Company Man. With this information, the Company Man will decide which path to follow. The present work aims to develop a computer algorithm that replicates the field knowledge of DDs but can compute hundreds of paths in less than one minute. In addition, since the objective of the trajectory correction may differ, the algorithm also can optimize for one of three goals: maximum rate of penetration (ROP), minimum tortuosity in the path, or maximum footage in the drilling target window. The paper presents examples of four different path recommendations in the lateral portion of a horizontal well. The results show the optimum recommended paths for the same position for a specific optimization goal. Finally, a comparison between the running time and number of paths computed is presented. All results were obtained during the validation tests of the algorithm.
定向司钻(DD)的职责之一是根据上次测量站的测量结果计算当前钻头的位置,并根据这些信息计算出需要进行定向校正时的回计划路径。由于在钻井连接过程中只有几分钟的时间来执行这些计算,因此DD只能计算少量可能的路径,这些路径将提交给钻井工程师/公司人员。有了这些信息,公司人将决定走哪条路。目前的工作旨在开发一种计算机算法,该算法可以复制dd的现场知识,但可以在不到一分钟的时间内计算数百条路径。此外,由于轨迹校正的目标可能不同,该算法还可以针对以下三个目标之一进行优化:最大钻速(ROP)、最小路径弯曲度或最大钻井目标窗口进尺。本文介绍了水平井水平段四种不同路径的推荐示例。结果显示了针对特定优化目标的同一位置的最优推荐路径。最后,对算法的运行时间和计算路径数进行了比较。所有结果均在算法验证测试中获得。
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引用次数: 1
Learnings from Building a Vendor Agnostic Automated Directional Drilling System 建立与供应商无关的自动定向钻井系统的经验
Pub Date : 2021-09-15 DOI: 10.2118/205864-ms
Titto Thomas Philip, S. Ziatdinov
The post COVID-19 era will undoubtedly present paradigm shifts in operational planning and execution and advanced automation will become an important factor. However, drilling automation without directional drilling (Cayeux 2020) capability will exclude the use of automation in a vast number of fields where precise placement of the wellbore has shifted from a luxury to a necessity. This is important in unconventional plays where automation can make a step change in operational outcomes (Chmela 2020). However, most efforts in automating directional drilling are using bespoke rigs (Slagmulder 2016) and bespoke bottom hole assembly (BHA) that limit operational options. The goal is in designing systems that enable directional drilling automation (Chatar 2018) with existing BHAs. This paper will look at three challenges that were identified and overcome to deploy a vendor agnostic system for automating the directional drilling (DD) process. The three challenges identified here are as follows:Using any mud motor including low-cost motors in a closed loopIntegration with an existing measurement and logging while drilling (MLWD) systemAbility to roll out automation systems on any operations with existing rigs The system is a modification of an operator’s autonomous drilling system (Rassenfoss 2011), designed to use existing rigs, BHAs and have minimum footprint on the rigs for operational use. The system will have a dedicated connection to the rig’s programmable logic controller (PLC) via common industrial protocols including Modbus, EthernetIP or Profinet, a physical connection the MLWD receiver and a brain box with a cloud connection to aggregate, process data and send commands to the rig PLC to execute directional commands. A vendor agnostic system will increase adoption of automated technologies and further drive improvements in operational and business performance.
后新冠肺炎时代无疑将带来运营规划和执行的范式转变,先进的自动化将成为一个重要因素。然而,没有定向钻井能力的钻井自动化(Cayeux 2020)将排除在大量油田中使用自动化,在这些油田中,精确定位井筒已经从奢侈品变成了必需品。这在非常规油气藏中非常重要,因为自动化可以逐步改变运营结果(Chmela 2020)。然而,自动化定向钻井的大多数努力都是使用定制钻机(Slagmulder 2016)和定制底部钻具组合(BHA),这限制了操作选择。目标是设计出能够利用现有bha实现定向钻井自动化的系统(Chatar 2018)。本文将着眼于在定向钻井(DD)过程自动化中部署供应商不可知系统所面临的三个挑战。与现有的随钻测量和测井(MLWD)系统集成,能够在现有钻机的任何作业中推出自动化系统。该系统是对作业者自主钻井系统(Rassenfoss 2011)的改进,旨在使用现有钻机、bha,并且在钻机上的占地面积最小。该系统将通过通用工业协议(包括Modbus、EthernetIP或Profinet)与钻机的可编程逻辑控制器(PLC)进行专用连接,与MLWD接收器和具有云连接的脑盒进行物理连接,以聚合、处理数据并向钻机PLC发送命令以执行定向命令。与供应商无关的系统将增加自动化技术的采用,并进一步推动操作和业务性能的改进。
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引用次数: 0
Petroleum Energy Engineering Education Reform: Flipping the Curriculum 石油能源工程教育改革:课程翻转
Pub Date : 2021-09-15 DOI: 10.2118/206305-ms
Robello Samuel
The syllabus getting outdated, classroom attendance getting less importance, fast advancements of technology and changing workforce, and demography require us to rethink and re-examine the core curricula being taught at petroleum schools. The changing landscape like clean energy and carbon neutral delivery are adding pressure to re-examine the subjects taught in the classroom so that the long-term sustainability is established. So, acquiring interdisciplinary skills is crucial with the reformed curricula. The questions to be addressed include: "What is the fundamental problem in the present petroleum education?," "Is there any problem with the present theoretical framework?," "Is the petroleum education aligned with the latest developments such as edge devices, sensors, machine learning and artificial intelligence?," "Is there an academia-industry-regulatory agencies tighter participation?," and "What are the structural changes needed like rebranding as energy engineering?." The paper addresses these questions by proposing a new approach to petroleum engineering education by way of a changed energy engineering program, which involves fundamentals of engineering, sciences, and technologies that culminates in the development of experiential learning on cyber-physical systems.
教学大纲变得过时,课堂出勤率变得不那么重要,技术的快速发展和劳动力的变化,以及人口统计学要求我们重新思考和重新审视石油学校教授的核心课程。不断变化的环境,如清洁能源和碳中和的交付,增加了重新审视课堂上教授的科目的压力,以便建立长期的可持续性。因此,在改革后的课程中,获得跨学科技能至关重要。要解决的问题包括:“当前石油教育的根本问题是什么?”、“目前的理论框架有什么问题吗?”,“石油教育是否与边缘设备、传感器、机器学习和人工智能等最新发展保持一致?”,“是否有产学研监管机构更紧密的参与?”以及“需要进行哪些结构性变革,比如将品牌重塑为能源工程?”本文通过提出一种新的石油工程教育方法来解决这些问题,该方法通过改变能源工程计划的方式,涉及工程,科学和技术的基础知识,最终以网络物理系统体验式学习的发展为高潮。
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引用次数: 2
Polyelectrolyte Multilayered Nanoparticles as Nanocontainers for Enzyme Breakers During Hydraulic Fracturing Process 聚电解质多层纳米颗粒作为水力压裂破酶剂的纳米容器
Pub Date : 2021-09-15 DOI: 10.2118/205981-ms
M. Alhajeri, Jenn-Tai Liang, R. B. Ghahfarokhi
In this study, Layer-by-Layer (LbL) assembled polyelectrolyte multilayered nanoparticles were developed as a technique for targeted and controlled release of enzyme breakers. Polyelectrolyte multilayers (PEMs) were assembled by means of alternate electrostatic adsorption of polyanions and polycations using colloidal structure of polyelectrolyte complexes (PECs) as LbL building blocks. High enzyme concentrations were introduced into polyethyleneimine (PEI), a positively charged polyelectrolyte solution, to form an electrostatic PECs with dextran sulfate (DS), a negatively charged polyelectrolyte solution. Under the right concentrations and pH conditions, PEMs were assembled by alternating deposition of PEI with DS solutions at the colloidal structure of PEI-DS complexes. Stability and reproducibility of PEMs were tested over time. This work demonstrates the significance of PEMs as a technique for the targeted and controlled release of enzymes based on their high loading capacity, high capsulation efficiency, and extreme control over enzyme concentration. Entrapment efficiency (EE%) of polyelectrolyte multilayered nanoparticles were evaluated using concentration measurement methods as enzyme viscometric assays. Controlled release of enzyme entrapped within PEMs was sustained over longer time periods (> 18 hours) through reduction in viscosity, and elastic modulus of borate-crosslinked hydroxypropyl guar (HPG). Long-term fracture conductivity tests at 40℃ under closure stresses of 1,000, 2,000, and 4,000 psi revealed high fracture clean-up efficiency for fracturing fluid mixed with enzyme-loaded PEMs nanoparticles. The retained fracture conductivity improvement from 25% to 60% indicates the impact of controlled distribution of nanoparticles in the filter cake and along the entire fracture face as opposed to the randomly dispersed unentrapped enzyme. Retained fracture conductivity was found to be 34% for fluid systems containing conventional enzyme-loaded PECs. Additionally, enzyme-loaded PEMs demonstrated enhanced nanoparticle distribution, high loading and entrapment efficiency, and sustained release of the enzyme. This allows for the addition of higher enzyme concentrations without compromising the fluid properties during a treatment, thereby effectively degrading the concentrated residual gel to a greater extent. Fluid loss properties of polyelectrolyte multilayered nanoparticles were also studied under static conditions using a high-pressure fluid loss cell. A borate-crosslinked HPG mixed with nanoparticles was filtered against core plugs with similar permeabilities. The addition of multilayered nanoparticles into the fracturing fluid was observed to significantly improve the fluid- loss prevention effect. The spurt-loss coefficient values were also determined to cause lower filtrate volume than those with crosslinked base solutions. The PEI-DS complex bridging effects revealed a denser, colored filter cake indicating a relatively homogenous d
在这项研究中,层接层(LbL)组装的聚电解质多层纳米颗粒被开发为一种靶向和控制释放酶破剂的技术。采用胶体结构的聚电解质配合物(PECs)作为LbL构建块,通过静电吸附聚阴离子和聚阳离子的方法组装聚电解质多层膜(PEMs)。将高浓度的酶引入到带正电的聚电解质聚乙烯亚胺(PEI)溶液中,与带负电的聚电解质硫酸葡聚糖(DS)形成静电聚氨基甲酸乙酯。在适当的浓度和pH条件下,PEI与DS溶液在PEI-DS配合物的胶体结构下交替沉积,组装了PEMs。随着时间的推移,测试了PEMs的稳定性和可重复性。这项工作证明了PEMs作为一种酶的靶向和控制释放技术的重要性,因为它具有高负载能力、高胶囊化效率和对酶浓度的极端控制。采用酶黏度测定等浓度测量方法评价了聚电解质多层纳米颗粒的包封效率(EE%)。通过降低硼酸交联羟丙基瓜尔胶(HPG)的粘度和弹性模量,膜内酶的控制释放持续了更长的时间(> 18小时)。在40℃条件下,在1,000、2,000和4,000 psi的闭合应力下进行的长期裂缝导流性测试表明,混合酶载PEMs纳米颗粒的压裂液具有较高的裂缝清理效率。保留的裂缝导电性从25%提高到60%,这表明纳米颗粒在滤饼和整个裂缝面上的受控分布,而不是随机分散的未包裹的酶的影响。对于含有常规酶载PECs的流体体系,保留的裂缝导电性为34%。此外,酶负载的PEMs具有增强的纳米颗粒分布,高负载和包埋效率,以及酶的持续释放。这允许在处理过程中添加更高浓度的酶而不影响流体性质,从而有效地在更大程度上降解浓缩的残余凝胶。在高压滤失池中研究了聚电解质多层纳米颗粒在静态条件下的滤失性能。混合了纳米颗粒的硼酸交联HPG被过滤到具有相似渗透率的岩心塞中。在压裂液中加入多层纳米颗粒可以显著提高防漏效果。喷射损失系数值也被确定为比交联碱溶液产生更小的滤液体积。PEI-DS复合物桥接效应显示滤饼密度更大,颜色更浓,表明滤饼中分散相对均匀,颗粒大小合适。
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引用次数: 0
Artificial Intelligence-Based, Automated Rapid Reservoir Assurance and Reservoir Health Diagnostics in a Complex Offshore Mature Field 基于人工智能的复杂海上成熟油田油藏自动快速保障和油藏健康诊断
Pub Date : 2021-09-15 DOI: 10.2118/206077-ms
M. Elwan, M. Surendra, S. Ghedan, Rami Kansao, Mahmoud Koresh, Hesham Mousa, Agustin Maqui, E. Shahin, M. Valle, I. Arslan, M. Ibrahim, Lamia Rouis, T. Eid
The QQ Field in the Gulf of Suez is a mature, geologically complex with multiple stacked, faulted reservoirs, with commingled production between different reservoirs. This paper illustrates the power of an automated tool to perform systematic, rapid, and detailed assessment of the reservoir performance, identify the key recovery obstacles and prepare remedial plans to enable the reservoir to produce to its full potential. The well and reservoir data were processed to compute a series of metrics and key performance indicators at various levels (well, layer, reservoir, well groups, etc.). The tool has several automated modules to facilitate rapid, metric-driven reservoir assurance and management. These modules include: (i) well production/injection allocation, (ii) wells decline curve analysis including event-detection, (iii) pressure and voidage analysis, and (iv) Contact analysis. Using performance analytics, the study quickly identified ways to improve the health of the reservoir and maximize its value. The QQ Field predominantly produces from two formations: Nubia and Nezzazat. Furthermore, there are multiple sub-layers in each formation. Reliable flow unit allocation is critical to gauge contribution of each layer, identify the undrained areas of the reservoir, and locate future development opportunities. The flow unit allocation module incorporates all available data such as PLT/ILT data, completion history, permeability of each flow unit at well level, relative pressures, and water influx model. Based on the allocated production, the current recovery factors in Nubia and Nezzazat are approximately 60% and 20% respectively. Analysis of RFT data reveals good vertical communication across Nubia. However, in some areas there is clear pressure discontinuity across layers. The reservoir pressure has dropped below the bubble point in both formations. As a result, water injection was initiated. The pressure in all parts of Nubia was restored above bubble point. Aquifer influx is sufficient to support the current withdrawal rates and further water injection is unnecessary. However, Nezzazat has a significantly higher reservoir complexity and therefore, shows a large variation in pressure behavior. It needs water injection to maintain the reservoir pressure above the bubble point in all parts of the reservoir. Based on the flow-unit allocation, the voidage replacement ratio (VRR) was calculated for each area and each layer. Even though the overall VRR in the waterflooded areas is above one, the distribution of the injected water is uneven. Redistributing injected water and ensuring that all the areas and all the layers are adequately supported will help to maximize recovery. The prolonged dip in oil price demands extreme efficiency. Sound reservoir management must not require unreasonable time or manpower. The rapid, automated analysis enables quick identification of the key areas for improvement in reservoir management practices and maximize the v
苏伊西湾QQ油田是一个成熟的地质复杂油气藏,具有多层叠置、断陷、不同储层间混产的特点。本文阐述了自动化工具在系统、快速、详细地评估储层动态、识别关键采收率障碍和制定补救计划方面的强大功能,从而使储层能够充分发挥其生产潜力。对井和油藏数据进行处理,计算出一系列不同级别(井、层、油藏、井组等)的指标和关键性能指标。该工具有几个自动化模块,可实现快速、参数驱动的油藏保证和管理。这些模块包括:(i)井生产/注入分配,(ii)井下降曲线分析(包括事件检测),(iii)压力和电压分析,以及(iv)接触面分析。通过性能分析,该研究迅速确定了改善储层健康状况并最大化其价值的方法。QQ油田主要产自两个地层:努比亚和Nezzazat。此外,每个地层中都有多个子层。可靠的流量单元分配对于衡量每一层的贡献、确定油藏的不排水区域以及确定未来的开发机会至关重要。流动单元分配模块整合了所有可用的数据,如PLT/ILT数据、完井历史、每个流动单元在井位的渗透率、相对压力和水侵模型。根据分配的产量,努比亚和Nezzazat目前的采收率分别约为60%和20%。对RFT数据的分析显示,整个努比亚的垂直通信状况良好。然而,在某些地区,地层间压力存在明显的不连续性。两个地层的储层压力都降到了气泡点以下。因此,开始注水。努比亚各地的气压都恢复到泡点以上。含水层流入足以支持当前的采收率,无需进一步注水。然而,Nezzazat的储层复杂程度要高得多,因此压力变化很大。需要注水来维持储层各部分的压力在泡点以上。在流量单元分配的基础上,计算各区域、各层的空隙置换比(VRR)。尽管水淹区总体VRR大于1,但注入水分布不均匀。重新分配注入水,确保所有区域和所有层都得到充分的支撑,将有助于最大限度地提高采收率。油价的长期下跌需要极高的效率。搞好水库管理,不得占用不合理的时间和人力。快速、自动化的分析能够快速识别关键区域,以改进油藏管理实践,实现资产价值最大化。
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引用次数: 0
Development of a System for Remote Control and Monitoring of Wellheads 井口远程控制与监测系统的研制
Pub Date : 2021-09-15 DOI: 10.2118/206060-ms
Elijah Kiplimo, D. Oyoo, Antonio Tapia, Marseline Jepng’etich
Wellheads have a major role in ensuring well integrity, providing access to the wellbore and flow control. It is vital to constantly monitor the wellhead fluid pressure and temperature effectively in order to maintain the full control of wellbore fluids. Over the years, wellheads have remained purely mechanical and have heavily relied on physical on-site monitoring. There is need to develop a reliable and accessible monitoring solutions for the wellheads in order to increase the effectiveness of the well integrity management systems and to get the full benefits of the wellhead data by incorporating the emerging data analytics technologies. This project details the development of a system that gathers wellhead temperature, pressure and the accurate valve position at any given time. The data gathering systems used in this project entail smart sensor technology capable of withstanding the wellbore pressures and temperatures. The system transmits the data securely, using blockchain, to an online platform where advanced data analytics using MATLAB and machine learning algorithms are used for visual data representation. The online platform additionally provides a means of real-time valve position control and takes into account the exact revolutions required for the opening and closure of the valve hence keeping a record for maintenance purposes. The innovative use and analysis of the data gathered form the wellhead provides insights for the operators and service companies and gives a way for setting ang thresholds in order to get alerts based in their custom specifications. This paper documents the development of a system that gathers wellhead data and provides a means of remote control of the wellhead valves. It covers the design phase, selection of appropriate sensor placement locations on the wellhead, the design of valve actuators, offline data gathering systems and the online data analysis and valve control platform. The project also pays a key attention towards the secure data transmission techniques and highlights the benefits of incorporating such a system in the oil and gas upstream sector.
井口在确保井筒完整性、提供井筒通道和流量控制方面发挥着重要作用。为了保持对井筒流体的完全控制,持续有效地监测井口流体压力和温度至关重要。多年来,井口一直是纯机械的,严重依赖于物理现场监测。为了提高油井完整性管理系统的有效性,并通过结合新兴的数据分析技术,充分利用井口数据,有必要为井口开发一种可靠且易于使用的监测解决方案。该项目详细介绍了一个系统的开发,该系统可以在任何给定时间收集井口温度、压力和精确的阀门位置。该项目中使用的数据收集系统需要能够承受井筒压力和温度的智能传感器技术。该系统使用区块链将数据安全地传输到一个在线平台,该平台使用MATLAB和机器学习算法进行高级数据分析,用于可视化数据表示。在线平台还提供了一种实时阀门位置控制手段,并考虑到阀门开启和关闭所需的精确转数,从而为维护目的保留记录。从井口收集的数据的创新使用和分析为运营商和服务公司提供了见解,并提供了一种设置阈值的方法,以便根据他们的定制规格获得警报。本文记录了一种收集井口数据并提供井口阀门远程控制手段的系统的开发。它涵盖了设计阶段,在井口选择合适的传感器放置位置,阀门执行器的设计,离线数据收集系统和在线数据分析和阀门控制平台。该项目还重点关注安全数据传输技术,并强调将此类系统应用于油气上游行业的好处。
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引用次数: 0
Quantitative Evaluation of Water Flooding in a Low Resistivity Heavy Oil Reservoir with NMR and Conventional Logs 利用核磁共振和常规测井对低阻稠油油藏水驱定量评价
Pub Date : 2021-09-15 DOI: 10.2118/205928-ms
Xinlei Shi, Jiansheng Zhang, Yunlong Lu, Zhilei Han, Yifan He
The classification of water flooding severity is crucial for planning reservoir production and improving the recovery ratio. In this paper, we study a siliciclastic heavy oil reservoir in Bohai Bay, with resistivity reading close to, or even lower than the wet zone (3~5Ω.m). In this environment, computing original reservoir Sw using Traditional hydrocarbon saturation equation is challenging. As a result, the displacement efficiency of a water drive cannot be accurately determined. In order to properly evaluate displacement efficiency, we must estimate initial reservoir Sw (Swirr) and the modern day Sw. Sw can typically be estimated from NMR data with a proper T2 time cutoff. However, in heavy oil reservoirs, the relaxation times of oil and capillary bound water overlap, leading to an over-estimation of Sw. We propose to compensate for the heavy oil effect by adjusting the cutoff until NMR Sw matches the Sw from core Mercury Injection for Capillary Pressure (MICP). As oilfield development proceeds, water displaces some oil in the pore space. Since the injected water has higher salinity than reservoir water, formation resistivity (Rw) becomes lower. Based on the material balance theory, the variable multiple water injection material balance equation is established, and the equation set is established by combining the material balance equation with the Simandoux equation and the calculation formula of mixed water resistivity (Rwz). According to the rock electricity experiment under different salinity, the dynamic rock electricity parameters are used in the Simandoux equation, and the mixed water resistivity and modern day Sw after water flooding are solved iteratively under the original SW constraint. The displacement efficiency is calculated as the difference between Sw and modern day Sw. The proposed method was applied to 10 wells and improved the Sw accuracy by 5%-15%. The continuous solution Rw from our method matches Rw measured in the lab. The calculated displacement efficiency is compared with actual production history and the accuracy improved from 68% to 80%.
水驱严重程度分级是油藏开发规划和提高采收率的重要依据。本文以渤海湾某硅油稠油储层为研究对象,其电阻率接近甚至低于湿区(3~5Ω.m)。在这种环境下,使用传统的烃饱和度方程计算原始油藏Sw具有挑战性。因此,不能准确地确定水驱的驱替效率。为了正确评价驱替效率,必须对初始储层Sw (swr)和现代Sw进行估算。Sw通常可以从具有适当T2时间截止的NMR数据中估计出来。然而,在稠油油藏中,油的松弛时间与毛细束缚水的松弛时间重叠,导致了对Sw的高估。我们建议通过调整截止值来补偿稠油效应,直到核磁共振Sw与岩心注汞毛细管压力(MICP)的Sw相匹配。随着油田开发的进行,水取代了孔隙空间中的一些油。由于注入水的矿化度高于储层水,地层电阻率(Rw)降低。基于物质平衡理论,建立了变倍注水物质平衡方程,将物质平衡方程与西芒杜方程和混合水电阻率(Rwz)计算公式相结合,建立了方程集。根据不同矿化度下岩石电性实验,将岩石动态电性参数引入Simandoux方程,在原Sw约束下迭代求解水驱后的混合水电阻率和现代Sw。驱替效率的计算依据是西南偏斜与现代西南偏斜的差值。将该方法应用于10口井中,结果表明,该方法的测井精度提高了5% ~ 15%。从我们的方法得到的连续溶液Rw与实验室测量的Rw相匹配。将计算的驱替效率与实际生产历史进行比较,精度从68%提高到80%。
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引用次数: 1
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Day 3 Thu, September 23, 2021
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