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Smart and Innovative Approach that Makes Multilateral Well Construction Efficient and Economical for Worldwide Application 智能和创新的方法,使多边井建设高效和经济的全球应用
Pub Date : 2019-11-11 DOI: 10.2118/197253-ms
A. Kashlev, A. Fedotov, A. Philippov, E. Sayapov, A. Moiseyenkov
Global depression in the oil market has recently been the main driver in forcing oil companies to discover more efficient solutions to produce hydrocarbons, as well as to optimize existing strategies and practices, whereas multilateral and branched well completion technologies act as a tool for improving performance of both new and existing well stocks. These services have been among the premium products offered by oilfield service majors. High cost of this service derives from a limited number of players that are capable of offering and executing such high technology operations, as well as from insufficient field exposure making each implementation very unique and therefore expensive. The advantages of multilateral wells are well-known in the industry. The most obvious ones are: CAPEX savings on upper completion.Step increase of the drainage area.Wells infill drilling without expanding surface infrastructure.
最近,全球石油市场的萧条迫使石油公司寻找更有效的解决方案来生产碳氢化合物,并优化现有的策略和实践,而多边和分支完井技术是提高新井和现有井性能的工具。这些服务一直是油田服务巨头提供的优质产品之一。这项服务的高成本是由于有能力提供和执行这种高技术操作的参与者数量有限,以及现场曝光不足,使得每次实施都非常独特,因此成本高昂。多分支井的优势在业内是众所周知的。最明显的是:上部完井节省资本支出。逐步增加排水面积。在不扩大地面基础设施的情况下进行钻井。
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引用次数: 0
Drilling Through Multi-Layered Reservoirs Using MPD to Minimize Differential Pressure Effect by Predicting and Optimizing Required MW 利用MPD钻透多层油藏,通过预测和优化所需的MW来最小化压差效应
Pub Date : 2019-11-11 DOI: 10.2118/197755-ms
F. Gutierrez, M. Saleh, Ayoub Hadj-moussa, M. A. Alzaabi, I. Abdelkarim, Mario R. Oviedo Vargas, Olla Kadoura, Mohamed Ahmed Osman, Bilal Iftikhar Choudhry, Javier Ernesto Torres Premoli
In a specific reservoir of an offshore field Abu Dhabi, several layers of the reservoir are producing subject to pressure depletion while other layers are partially or over pressurized due to water injection. Drilling through multi-layered reservoirs involves several challenges: faults and fractures, differentially stuck pipe and even total loss/kick scenarios due to pressure difference between the different layers. For reentry wells isolating the producing from injection layers is not possible due to the existing well schematic restrictions, completion requirements and target hole drainage size and location. MPD was proposed to utilize a mud weight that minimizes the differential pressure between the producing and injecting layers within reservoir which mitigates the drilling problems related to high differential pressure. The game plan was to start drilling the depleted zone with the lowest possible mud weight and to enter the injecting zone (higher pressure) with this mud weight to calculate the exact pressure of the formation using the early kick detection and automatic control features of the fully automated MPD system, in this way reducing the amount of overbalance in the depleted layer if feasible. Two wells were drilling using this method successfully. On both wells, a lower than conventional mud weight drilling fluids was used and the MPD system tested and verified the pore pressure of each of the reservoir layers. The calculated pore pressures were less than the wells prognosis. Swaying from the conventional mud weight consideration and the verification of pore pressure did minimize the differential pressure across the two layers which eventually eliminated the chances of drilling fluids losses and drill pipe differential stuck. The fully automated MPD system dealt safely with all the influxes during the pore pressure verifications tests. The new approach succeeded in solving the high differential pressure problem in the reservoir as drilling progressed shoe-to-shoe without interruption. The lower mud weight used had extra benefits in areas that historically required none-damaging weighting agent, this requirement was avoided by eliminating the need for this agent, FPWD was recorded across depleted reservoirs without pipe stuck events. Moreover, it was obvious the rate of penetration was higher on these two wells than offset wells in the same field when conventional mud was used. For the first time in the UAE a closed-loop fully automated MPD system was utilized to lower the mud weight used when drilling across the reservoir, first time dynamic pore pressure tests were utilized to ascertain the wells prognosis and the first time FPWD was successfully recorded under substantially high differential pressure. In conclusion, the MPD was proven to be the right solution to overcome the uncertainty in pressure resulted from pressure maintenance program and reservoir depletion.
在阿布扎比海上油田的一个特定油藏中,油藏的几个层正在生产,而其他层由于注水而处于部分或过压状态。在多层储层中钻井涉及几个挑战:断层和裂缝、不同卡钻的管柱,甚至是由于不同层之间的压力差造成的全漏失/井涌。由于现有的井图限制、完井要求以及目标井眼排水尺寸和位置,再入井不可能将生产层与注入层隔离开来。MPD的目的是利用泥浆比重,将油藏内生产层和注入层之间的压差降到最低,从而减轻与高压差相关的钻井问题。该公司的计划是,以尽可能低的泥浆比重开始钻井枯竭层,然后以该泥浆比重进入注入层(压力较高),利用全自动MPD系统的早期井涌检测和自动控制功能,计算出地层的准确压力,从而在可行的情况下减少枯竭层的过平衡量。使用该方法成功钻探了两口井。在这两口井中,都使用了低于常规泥浆比重的钻井液,MPD系统测试并验证了每个储层的孔隙压力。计算的孔隙压力小于井的预测。从传统的泥浆比重考虑和孔隙压力的验证中摆脱出来,可以最大限度地减少两层之间的压差,最终消除了钻井液漏失和钻杆差卡的可能性。在孔隙压力验证测试期间,全自动MPD系统安全地处理了所有流入。这种新方法成功地解决了储层的高压差问题,钻井过程中没有中断。在以往需要无破坏性加重剂的地区,使用较低的泥浆比重具有额外的好处,通过消除对该加重剂的需求,可以避免这种要求,在无卡钻事件的枯竭油藏中记录FPWD。此外,在同一油田使用常规泥浆时,这两口井的钻速明显高于邻井。在阿联酋,首次使用闭环全自动MPD系统来降低钻井穿越油藏时使用的泥浆比重,首次使用动态孔隙压力测试来确定井的预测,并首次在非常高的压差下成功记录了FPWD。综上所述,MPD被证明是克服压力维持计划和油藏枯竭导致的压力不确定性的正确解决方案。
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引用次数: 1
Challenges in Custody Metering System in Unstabilized Crude 不稳定原油储运计量系统面临的挑战
Pub Date : 2019-11-11 DOI: 10.2118/197559-ms
U. Devarajan, Jagadesh Chandrasekaran, Raju Paul, F. Kamal, Oussama Takieddine
The Design, Installation, commissioning and handover of Custody metering system is very very critical for any project completion. This paper addresses major challenges and the corresponding mitigation methodologies in the design of a custody metering system in an unstabilized crude application in recent Buhasser FFD project. Custody meter is provided for measuring the Oil production from Bu Haseer Production Separator in Zakum plant at Das Island. The Custody meter is fiscal type and designed as a packaged unit. Custody meter package consist of one working, one standby arrangement and one common pipe proving system. The Metering Package includes the following main equipment and instruments: Coriolis flow meters.Pressure and Temperature transmitters.Proving system with double block and bleed valves.Automatic Sampling systemFlow computing systemInlet/Outlet Valves (MOVs) The Bu Haseer Oil at the outlet of Custody meter is routed to the existing Zakum Inlet oil manifold which is feeding to all existing Separation trains in the Zakum plant.
保管计量系统的设计、安装、调试和移交对任何项目的完成都是至关重要的。本文讨论了在最近的Buhasser FFD项目中,在不稳定原油应用中保管计量系统设计中的主要挑战和相应的缓解方法。在Das Island的Zakum工厂,提供了用于测量Bu Haseer生产分离器产油量的保管仪表。保管仪表是财政型和设计为一个包装单位。保管仪表包由一套工作仪表、一套备用仪表和一套公用验证系统组成。计量包包括以下主要设备和仪器:科里奥利流量计。压力和温度变送器。具有双堵塞和放气阀的验证系统。自动采样系统流量计算系统进/出气阀(MOVs)保管仪表出口的Bu Haseer油被输送到现有的Zakum进油歧管,该歧管为Zakum工厂的所有现有分离列车供油。
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引用次数: 0
Performance Prediction and Optimization of Acid Fracturing Based on the Dynamic Differential Modeling Method 基于动态差分建模方法的酸压性能预测与优化
Pub Date : 2019-11-11 DOI: 10.2118/197943-ms
Xing Zhao, Hehua Wang, Lize Lu, Liu Zhibin, Enjie He
For prediction of the post production of acid fracturing, a numerical method has been introduced in this paper. This prediction approach is developed by the dynamic differential modeling method for forecasting single well acid fracturing performance. In this study, the average production during 30 days and fracture geometry after acid fracturing were determined as predicted indices. Fifteen parameters were considered as influencing factors consisted of geological, reservoir and treatment parameters. The field data of predicted indices and influencing parameters were collected from the data of 7 acid-fractured wells in the XB oil field. The historical data was input into the dynamic differential model to establish and discretize the relation functions. Three target well were chosen and their corresponding influencing factors were used to calculate the predicted indices. The results showed that for the target wells, the modeling predicted indices were fairly close to the real numbers. This model is practical for the engineer in the field since the input parameter acquisition is accessible from the common oil field data. It could help the engineers to optimize the acid fracturing treatment design by correlating the scale of the treatment.
本文介绍了一种用于酸性压裂后产量预测的数值方法。该预测方法是利用动态差分建模方法对单井酸压性能进行预测的结果。在本研究中,确定了30天的平均产量和酸压裂后的裂缝几何形状作为预测指标。考虑了15个影响因素,包括地质、储层和处理参数。从XB油田7口酸压井数据中收集了预测指标及影响参数的现场数据。将历史数据输入到动态差分模型中,建立并离散关系函数。选择3口目标井,利用其对应的影响因素计算预测指标。结果表明,对于目标井,模型预测指标与实测值相当接近。该模型对于现场工程师来说是实用的,因为输入参数可以从普通油田数据中获取。通过对比处理规模,可以帮助工程师优化酸压处理设计。
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引用次数: 0
HSE Closed Loop Drilling for Well Integrity HSE闭环钻井,确保油井完整性
Pub Date : 2019-11-11 DOI: 10.2118/197467-ms
Jobin Abraham, M. Saleh, Ayoub Hadj-moussa
Offset wells in this region for the past 20 years were used as water disposal wells, having 40,000 bpd water production. Past decade observed remarkable decline in production leading to the development of the current well as a replacement while abandoning the previous well. The well was ranked as medium critical considered from its long water disposal period as no integrity test were performed due to the well location. The lithology of anhydrite alternation with limestone, dolomite and thin shale layers caused a risk of losses and differential sticking. In addition, this was a H2S bearing (100 - 119ppm) salt-water flow formation. With a rotating control head in place with the flow line valve closed providing a closed loop system, the return is dumped to the sea through the extended diverter lines, ensuring that the H2S emissions are diverted away from the rig floor and from the manned complexes. Total losses and sour water flow made closed loop flow drilling an engineering solution for its ability to ensure no H2S migration to the rig floor and continuity of the drilling operation with returns diverted away from the rig at all times. The introduction of side entry flow line on the rotating control device (RCD) allowed utilization of an additional fill up line planned to bullhead back to the formation preventing excessive gas migration. Extensive planning of rig interface with rotating control head with side inlet connection from the standpipe manifold to manage time and space constraints in addition to losses management providing well continuity. The well drilled successfully with a rotating control device- RCD at surface and returns diverted safely. The closed system with rotating control device - RCD and a well head pressure monitoring gauge provided an additional security of analyzing well conditions, though risk of having gas influx was initially identified as a medium hazard being a top hole section with a higher chances of losses while drilling. As circulation and conditioning was done traces of gas and H2S were observed with an increase in pressure observed at the RCD. Bullheading from the side inlet of the RCD from standpipe was utilized to balance the well eliminating the risk of high exposure of H2S gas at surface. Having the only pressure monitoring system in place with the RCD the overhead pressure could be identified to raise the mud weight and to balance the well. This operation was successful and resulted in zero gas at surface with casing and cementing operations on the well conducted safely without any quality, health or safety issues. Understanding the risk of less information about the formation led to the approach of utilizing a low pressure rotating head system to drill safely into a H2S risk zone. This paper identifies how a previously used system, could have an innovated approach to drill safely in a total loss and H2S prone formations.
在过去的20年里,该地区的邻井被用作水处理井,日产水量为4万桶。在过去的十年中,由于产量显著下降,导致目前的井被开发为替代井,而放弃了之前的井。由于井位原因,该井没有进行完整性测试,污水处理周期长,因此被评为中等临界。硬石膏与灰岩、白云岩和薄页岩层交替的岩性造成了损失和差异粘滞的风险。此外,这是一个含H2S (100 - 119ppm)的盐水流地层。在流体管线阀门关闭的情况下,旋转控制头到位,形成一个闭环系统,回流的气体通过延伸的分流管排入大海,确保H2S排放从钻台和有人作业的综合设施中转移出去。总漏失和含酸水的流动使闭环钻井成为一种工程解决方案,因为它能够确保H2S不会迁移到钻台,并且钻井作业的连续性,在任何时候都可以从钻机上转移回油。在旋转控制装置(RCD)上引入侧入口流线,可以利用计划中的额外填充线将井口回入地层,防止过多的气体运移。钻机接口的广泛规划,包括旋转控制头和立管歧管侧入口连接,以管理时间和空间限制,并提供井的连续性损失管理。该井在地面使用旋转控制装置RCD成功钻井,并安全返回。封闭系统配有旋转控制装置RCD和井口压力监测仪,为分析井况提供了额外的安全性,尽管气体流入的风险最初被确定为中等危害,因为顶孔段在钻井过程中损失的可能性更高。在循环和调节过程中,随着RCD压力的增加,可以观察到气体和H2S的痕迹。利用立管从RCD的侧入口顶井来平衡井眼,消除了地面高浓度H2S气体暴露的风险。由于RCD是唯一的压力监测系统,因此可以识别顶压,以提高泥浆比重并平衡井眼。该作业非常成功,地面零气体排放,套管和固井作业安全进行,没有出现任何质量、健康或安全问题。了解了地层信息较少的风险后,采用低压旋转头系统安全钻进H2S风险区域。本文确定了以前使用的系统如何能够采用创新的方法在全漏失和H2S易发地层中安全钻井。
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引用次数: 0
Molecule to Molecule M2M Water Injection Performance Review to Achieve Water Injection Excellence in PETRONAS – Part 1 Surface Operations 分子对分子M2M注水性能评估,以实现马来西亚国家石油公司的卓越注水-第1部分地面作业
Pub Date : 2019-11-11 DOI: 10.2118/197363-ms
Sriyanta Hadi, M. A. A. Wahab, Budi Mawardi Nasron, Wira Abadi Sharkawi, Nazri Abdul Latiff
Relevant to maximizing oil recovery, water injection is implemented for reservoir pressure maintenance and to maximize oil sweeping. The water injection involves both surface and subsurface matters. Since the objective is reservoir pressure maintenance and oil sweeping efficiency improvement, the subsurface domain includes reservoir engineering, geology and geophysics as well as the production technology. For surface operations, the water injection operation includes water injection source, water plant operations and water injection infrastructure. Water injection bottle neck and water quality issue may occur and damage the water injection efficiency. An idea of molecule to molecule (M2M) water injection performance review is raised to conduct a comprehensive and collaborative water injection review that involving many and outreach parties such as reservoir engineers, geologists, geophysicists, operation engineers, production chemists, production technologists, maintenance engineers, production planners and process engineers. The opportunity to include technical providers, partner representatives and host government representatives is taken in order to allow an effective discussion and quicken the maturing of relevant solution proposals. Comprehensive end to end review from the point of water source up to the point of producer is done to identify problem at each point, threats and improvement opportunities at every single node within the whole chain. With the M2M, water injection performance review has effectively provided an effective collaborative working environment as well as a learning avenue for young professionals that are involved in water injection matters. Many action items are resulted from the exercise and they are having high impact including safeguarding potential cost of USD 10 million per year for the water injection plant and infrastructure operations. In the short run, no disturbances for oil production and in the long run, the oil recovery can be maximized. Due to some limitation, this paper discusses only the surface water injection operations.
为了最大限度地提高采收率,为了维持储层压力并最大限度地进行扫油,需要进行注水。注水涉及地表和地下物质。由于目标是维持油藏压力和提高扫油效率,因此地下领域包括油藏工程、地质和地球物理以及生产技术。对于地面作业,注水作业包括注水水源、水厂作业和注水基础设施。可能出现注水瓶颈和水质问题,影响注水效率。提出了分子到分子(M2M)注水性能评价的概念,以进行全面和协作的注水评价,包括油藏工程师、地质学家、地球物理学家、操作工程师、生产化学家、生产技术专家、维护工程师、生产计划人员和工艺工程师。利用这个机会让技术提供者、合作伙伴代表和东道国政府代表参加,以便进行有效的讨论,并加快相关解决方案建议的成熟。从水源到生产者进行全面的端到端审查,以确定每个点的问题,整个链条中每个节点的威胁和改进机会。通过M2M,注水绩效评估有效地为参与注水事务的年轻专业人员提供了有效的协作工作环境和学习途径。演习产生了许多行动项目,它们具有很高的影响,包括每年为注水厂和基础设施运营节省1000万美元的潜在成本。从短期来看,不影响石油生产,从长期来看,可以最大限度地提高石油采收率。由于某些限制,本文只讨论了地表水注入作业。
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引用次数: 1
Best Practices in Integrity Management of Safety Critical Systems 安全关键系统完整性管理的最佳实践
Pub Date : 2019-11-11 DOI: 10.2118/197175-ms
I. A. Awadhi, S. Narayana, Alya Al Ahmad, S. Qamar, Shahid Rafiq
The rapid induction of Fiber Reinforced Plastics (FRP) into process industry due to high corrosion resistance and cost effectiveness made End Users to overlook FRP's specific design, fabrication and quality control aspects. This also affected various Utility and firewater networks in ADNOC Gas Processing plants. It is addressed by enhancing Vendor pre-qualification, relevant specifications and construction procedures. This paper presents measures adopted to ensure reliable design, supply and installation of FRP piping systems. FRP piping systems have unique design/construction requirements that was not followed in totality in AGP past installations. Also, international standards do not offer adequate guidance on design, resins selection, fabrication methods and joint systems. Vendors were trusted upon for complete design. A campaign is initiated to engage FRP pipe manufacturer having binding single point responsibility from beginning of project for particular FRP system design to ensure desired performance of FRP piping system with extended warranty. Measures have been taken to improve quality material supply through enhanced vendor pre-qualification, ADNOC Gas Processing specifications and CONTRACTORS pre-qualification having certified site crew. Studies revealed that material quality, velocity/surge pressure were the main contributing factors for failures which were not adequately addressed in design of FRP piping systems. Gaps noticed in previous projects were use of inadequate Codes, Composite's mechanical properties, design approach, inadequate joint preparation and QA/QC in construction phase. During manufacturing using wrong resin can be a cause for premature failure. Absence of certified personnel for project execution and Non-compliance of manufacturer's instructions were also key lapses noted in construction phase. The gaps in design process, necessitated improvement and consolidation of ADNOC Gas Processing existing design specifications/criteria and analysis requirements which now mandate that the required hydraulic / surge / static analysis shall be carried out by pre-qualified FRP manufacturer. Material property issues were addressed by clearly specifying the material composition & properties requirements and procedural requirements for storage are incorporated into the manufacturing process, along with mandating minimum prior experience for the manufacturers for material supply and design. Certification of contractor's personnel and presence of FRP manufacturer's representative at site during construction and pre-commissioning has been emphasized as mandatory requirement. In addition Specialist 3rd party inspection/supervision must be deployed to ensure quality control during every step of construction and commissioning Design specifications, procedures, manufacturing process, QA/QC and installation methods for FRP piping systems are available, but lacked activity interface between consultant, vendor and contractor. ADNOC Gas
由于高耐腐蚀性和成本效益,纤维增强塑料(FRP)迅速进入加工工业,最终用户忽略了FRP的具体设计,制造和质量控制方面。这也影响了ADNOC天然气处理厂的各种公用事业和消防管网。通过加强供应商资格预审、相关规范和施工程序来解决。本文介绍了为保证玻璃钢管道系统的可靠设计、供应和安装所采取的措施。玻璃钢管道系统具有独特的设计/施工要求,在AGP过去的安装中没有完全遵循。此外,国际标准在设计、树脂选择、制造方法和连接系统方面没有提供足够的指导。供应商被信任完成了完整的设计。我们发起了一项运动,要求玻璃钢管道制造商从项目开始就对特定玻璃钢系统设计承担有约束力的单点责任,以确保延长质保期内玻璃钢管道系统的预期性能。已采取措施,通过加强供应商资格预审、ADNOC天然气处理规范和承包商资格预审,提高材料供应质量,并拥有经过认证的现场工作人员。研究表明,材料质量、速度/喘振压力是导致FRP管道系统失效的主要因素,而这些因素在FRP管道系统的设计中没有得到充分解决。在之前的项目中注意到的缺陷是使用不适当的规范、复合材料的机械性能、设计方法、接头准备和施工阶段的QA/QC不充分。在制造过程中,使用错误的树脂可能会导致过早失效。项目执行中缺少认证人员和不遵守制造商的指示也是施工阶段注意到的主要失误。设计过程中的差距,需要改进和巩固ADNOC气体处理现有的设计规范/标准和分析要求,现在要求所需的液压/喘振/静态分析应由预先合格的FRP制造商进行。通过明确规定材料成分和性能要求来解决材料性能问题,并将存储的程序要求纳入制造过程,同时要求制造商具有材料供应和设计的最低经验。在施工和预调试期间,承包商人员的认证和玻璃钢制造商代表在现场的存在被强调为强制性要求。此外,必须部署专业的第三方检查/监督,以确保在施工和调试的每一步都有质量控制,FRP管道系统的设计规范、程序、制造工艺、QA/QC和安装方法是可用的,但顾问、供应商和承包商之间缺乏活动接口。ADNOC气体处理增强了FRP规范,确保了供应商的单点责任和程序,以确保设计阶段与制造过程的一致性,并在执行阶段适当实施,以确保FRP管道系统的安全性和完整性。
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引用次数: 0
Compressing Time-Dependent Reservoir Simulations Using Graph-Convolutional Neural Network G-CNN 利用图卷积神经网络G-CNN压缩时变油藏模拟
Pub Date : 2019-11-11 DOI: 10.2118/197444-ms
S. Madasu, S. Siddiqui, Keshava P. Rangarajan
Reservoir simulation results currently provide the basis for important reservoir engineering decisions; grid complexity and non-linearity of these models demand high computational time and memory. The physics-based simulation process must be repeated to increase model prediction accuracy or to perform history matching; consequently, the simulation process is often time-consuming. This paper describes a new methodology based on a deep neural network (DNN) technique, the graph convolutional neural network (G-CNN). G-CNN increases the modeling prediction speed and efficiency by compressing the computational time and memory usage of the reservoir simulation. A G-CNN model was used to perform the reservoir simulations described. This new methodology combines physics-based and data-driven models in reservoir simulation. The workflow generates training datasets, enabling intelligent sampling of the reservoir production data in the G-CNN training process. Bottomhole pressure constraints were set for all simulations. The production data generated by the reservoir model, with the mesh connectivity information, is used to generate the G-CNN model. This approach can be viewed as hybrid data-driven, retaining the underlying physics of the reservoir simulator. The resulting G-CNN model can perform reservoir simulations for any computational grid and production time horizon. The method uses convolutional neural network and mesh connections in a fully differentiable scheme to compress the simulation state size and learns the reservoir dynamics on this compressed form. G-CNN analysis was performed on an Eagle Ford-type reservoir model. The transmissibility, pore volume, pressure, and saturation at an initial time state were used as input features to predict final pressure and saturations. Prediction accuracy of 95% was obtained by hyperparameter tuning off the G-CNN architecture. By compressing the simulation state size and learning the time-dependent reservoir dynamics on this compressed representation, reservoir simulations can be emulated by a graph neural network which uses significantly less computation and memory. The G-CNN model can be used on any computational grid because it preserves the structure of the physics. The G-CNN model is trained by mapping an initial time state to a future prediction time state; consequently, the model can be used for generalizing predictions in any grid sizes and time steps while maintaining accuracy. The result is a computationally and memory efficient neural network that can be iterated and queried to reproduce a reservoir simulation. This novel methodology combines field-scale physics-based reservoir modeling and DNN for reservoir simulations. The new reservoir simulation workflow, based on the G-CNN model, maps the time state predictions in a resampled grid, reducing computational time and memory. The new methodology presents a general method for compressing reservoir simulations, assisting in fast and accurate prod
油藏模拟结果为油藏工程决策提供重要依据;这些模型的网格复杂性和非线性要求较高的计算时间和内存。基于物理的模拟过程必须重复,以提高模型预测精度或执行历史匹配;因此,模拟过程通常很耗时。本文介绍了一种基于深度神经网络(DNN)技术的新方法——图卷积神经网络(G-CNN)。G-CNN通过压缩油藏模拟的计算时间和内存使用,提高了建模预测的速度和效率。采用G-CNN模型进行油藏模拟。这种新方法结合了油藏模拟中基于物理和数据驱动的模型。该工作流生成训练数据集,在G-CNN训练过程中实现油藏生产数据的智能采样。所有模拟都设置了井底压力约束。利用储层模型生成的生产数据,结合网格连通性信息,生成G-CNN模型。这种方法可以看作是混合数据驱动,保留了油藏模拟器的基本物理特性。由此产生的G-CNN模型可以在任何计算网格和生产时间范围内进行油藏模拟。该方法采用全可微格式的卷积神经网络和网格连接来压缩模拟状态大小,并在此压缩形式上学习储层动态。对Eagle ford型油藏模型进行G-CNN分析。初始时间状态下的渗透率、孔隙体积、压力和饱和度作为预测最终压力和饱和度的输入特征。通过对G-CNN结构进行超参数调优,预测精度达到95%。通过压缩模拟状态大小并在此压缩表示上学习随时间变化的油藏动态,可以用图神经网络进行油藏模拟,大大减少了计算量和内存。G-CNN模型可以在任何计算网格上使用,因为它保留了物理结构。通过将初始时间状态映射到未来预测时间状态来训练G-CNN模型;因此,该模型可用于任何网格大小和时间步长的推广预测,同时保持准确性。结果是一个计算和存储效率高的神经网络,可以迭代和查询来重现油藏模拟。这种新颖的方法结合了现场尺度的基于物理的油藏建模和深度神经网络油藏模拟。新的油藏模拟工作流程基于G-CNN模型,将时间状态预测映射到重新采样的网格中,从而减少了计算时间和内存。新方法为压缩油藏模拟提供了一种通用方法,有助于快速准确地预测产量。
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引用次数: 0
Multistage Frac Zonal Isolation in Extreme HPHT Conditions - Solution to Succeed 极端高温条件下多级压裂层间隔离——成功解决方案
Pub Date : 2019-11-11 DOI: 10.2118/197653-ms
E. Sayapov, A. Nunez, I. Farei, Ahmed Benchekor, Osama Hazzaa, Tarik Mesbahi, Matthew Thomson, Kyle Strom
In current depressed oilfield industry environment, economical and operational effectiveness becomes even more important especially in complicated, challenging projects that demand large investments and simultaneous utilization of multiple technical services. In Petroleum Development Oman (PDO), there are a few gas fields having similar downhole conditions with multiple target pay zones, whereas fracturing operations are complicated by the requirement of CT cleanouts and/or milling in between the stages. Multizonal and multistage frac operations are commonplace in oil and gas reserves around the globe, however despite of increased number of wells stimulated using specialist multistage completion equipment, the most often utilized completion design for this operation is still plug and perf, especially in vertical wells. There are also techniques on the market involving coiled tubing for perforation and isolation between the stages, however they have their own constraints and limitations, especially in high-pressure and high-temperature environment. For PDO wells, multistage completion technologies were not feasible, therefore conventional plug & perf approach had been selected as the optimum option. The main drivers behind this selection are the challenges associated with precise deployment of the completion jewellery across small pay zones and limited coverage of the target zones when using frac sleeves. Another constraint in the past was the pressure rating of the multistage completion systems existed on the market. Plug and perf completions are designed to allow pinpoint placement of isolation and reservoir access with on the fly adjustability. This means that there is more freedom in selecting desired perforation interval, plug-setting depth and no additional restrictions on the pumping rates that are incurred by CT string inside the tubing as in some of the popular techniques. The zonal isolation is the portion of the design that allows the frac treatment to address the target intervals without affecting the others. In operations requiring 15k+ differential pressure ratings, isolation becomes extremely challenging and requires robust and reliable technology to ensure true integrity so stimulations can be placed as per design. This challenge may get even worse with increasing temperatures, whereas conventional composite compounds are not applicable due to "swelling", or getting softer. The primary job of the frac plug is to isolate but operational safety and millability also must be taken into consideration for the overall efficiency of a completion design. Additional challenges in the target fields are the depletion of the zones and their extreme breakdown pressures that are not only exposing frac plugs to extreme differential stresses but also causing difficulties during milling operations, whereas maintaining balanced circulation becomes a primary task in order to prevent coiled tubing differentially or mechanically sticking in the wellb
在当前低迷的油田工业环境下,经济效益和运行效率变得更加重要,特别是在需要大量投资和同时使用多种技术服务的复杂、具有挑战性的项目中。在阿曼石油开发公司(PDO),有几个气田具有类似的井下条件和多个目标产层,而压裂作业由于需要连续油管清洗和/或在两段之间进行磨铣而变得复杂。多层和多级压裂作业在全球油气储量中很常见,然而,尽管使用专业多级完井设备进行增产的井越来越多,但这种作业中最常用的完井设计仍然是桥塞和射孔,尤其是在直井中。市场上也有使用连续油管进行射孔和分段隔离的技术,但它们有自己的局限性,特别是在高压和高温环境下。对于PDO井来说,多级完井技术是不可行的,因此选择了常规的桥塞射孔方法作为最佳选择。这种选择背后的主要驱动因素是,在小产层精确部署完井珠宝,以及在使用压裂滑套时,目标层的覆盖范围有限。过去的另一个限制因素是市场上存在的多级完井系统的压力等级。桥塞和完井的设计可以精确定位隔离井和储层通道,并具有动态可调性。这意味着在选择所需射孔间隔和桥塞坐封深度方面具有更大的自由度,并且不像一些流行的技术那样对连续油管内的泵送速率产生额外的限制。层间隔离是设计的一部分,它允许压裂处理在不影响其他层段的情况下完成目标层段。在需要15k以上压差额定值的作业中,隔离变得非常具有挑战性,需要强大可靠的技术来确保真正的完整性,以便根据设计放置增产措施。随着温度的升高,这一挑战可能会变得更加严重,而传统的复合材料由于“膨胀”或变软而不适用。压裂桥塞的主要工作是隔离,但为了完井设计的整体效率,也必须考虑操作安全性和可钻性。目标油田面临的另一个挑战是储层的枯竭及其极端的破裂压力,这不仅会使压裂桥塞暴露在极端的差应力下,还会给磨铣作业带来困难,而保持平衡循环成为防止连续油管在井筒中发生差压或机械卡钻的首要任务。这就增加了对压裂桥塞的另一项要求——易于研磨,并产生尽可能小的岩屑,以提高岩屑的清除能力。由于市场上现有设备和工具的可用性(和可靠性),在这些压裂作业中,隔离桥塞所面临的高压、高温、腐蚀性流体和长时间暴露,对当前的处理和完井设计构成了挑战,因此阿曼石油开发公司和压裂服务提供商合作设计了一个成功的解决方案。它涉及多个步骤,例如开发特定的设计要求,完整性测试标准和现场试验,然后才能采用桥塞进行广泛应用。目标设计是一个最大外径为3.45英寸的桥塞,在400F+下具有真正的15k+差动额定值。这种复合材料/金属混合桥塞能够承受阿曼陆地作业中各种PDO油田的恶劣井下环境,并解决与这些油田的油井干预相关的多种复杂问题。
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引用次数: 0
Steam Pipeline Weld Failure Analysis. 蒸汽管道焊缝失效分析。
Pub Date : 2019-11-11 DOI: 10.2118/197148-MS
A. Elkholy, Amani Al Banoon
Failure investigation of 12″(305 mm) high pressure steel welded pipe was carried out in this study using ASTM standards in all mechanical and metallurgical tests. Visual inspections was done immediately after receiving the failed pipe section. The pipe was then cut at approximately the center position of the failed-welded joint showing a circumferential crack at the joint along half of the outer surface periphery of the pipe. Tensile, hardness, chemical and microstructural analyses were performed on samples taken at different orientation of the pipe and the weld. Optical emission spectrometer were used to obtain chemical composition of samples. Microstructure testing of surfaces were prepared using grinding, polishing and etching. SEM was used to study failure at high magnification. Root cause of failure was found to be due to combination of operating conditions, oxidation cyclic stresses, and depletion of chromium in the matrix near grain boundaries, methods to reduce corrosion were discussed.
本研究采用ASTM标准对12根″(305 mm)高压焊接钢管进行了所有机械和冶金试验的失效研究。收到损坏的管段后,立即进行目视检查。然后在失效焊接接头的大约中心位置切割管道,沿管道外表面外围的一半在接头处显示圆周裂纹。对管道和焊缝不同方向的试样进行了拉伸、硬度、化学和显微组织分析。用光学发射光谱仪测定样品的化学成分。采用研磨、抛光和蚀刻等方法制备了表面的显微组织测试。利用扫描电镜研究了高倍率下的失效。发现失效的根本原因是操作条件、氧化循环应力和晶界附近基体中铬的耗尽共同作用,并讨论了减少腐蚀的方法。
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引用次数: 0
期刊
Day 1 Mon, November 11, 2019
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