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First Global Application Combining Digital Engineered Breakdown with Pulsing Technique for Highly Conductive Fractures with Proppant Agglomerates, Improving Subsurface Behavior and Maximizing Reservoir Productivity 首次将数字工程击穿与脉冲技术相结合,用于具有支撑剂团聚体的高导流裂缝,改善地下行为,最大限度地提高油藏产能
Pub Date : 2022-08-08 DOI: 10.2118/209877-ms
Maharaja Palanivel, M. Khalifa, Colby Fuser, Mohamed Seada, Eslam Farouk, Ashraf Abdel Baky, Ashraf Abdel Sattar, Yehia Ali, Ahmed Maher
To evaluate and report the benefits of artificial intelligence driven digital engineered breakdown in a pulsed fracturing technique that has been successfully applied for the first time globally in the western desert of Egypt. In this paper, we will discuss how the artificial intelligence driven digital engineered breakdown can affect the production performance of a pulsed fracturing treatment. When formation breakdown is controlled, there are several benefits observed in the fracture geometry and its placement. However, this has never been applied in a pulsed fracturing treatment where creating a dominant fracture is believed to provide better distribution of proppant agglomerates allowing for enhanced fracture conductivity created by void space between the agglomerates. The productivity benefits of the engineered breakdown will be evaluated. A treatment combining both the pulsing technique and the digital engineered breakdown will be reviewed in details such as well geographic data, reservoir quality, openhole log interpretation, pressure response and production models after matching actual data. The treatment will be compared with offset well that was treated with pulsed fracturing technique but without the digital engineered breakdown. Better pressure response was observed during the treatment and higher proppant concentrations were accepted by the formation with much favorable pressure response compared to offset wells. Post frac well tests indicate excellent production performance for the given reservoir quality observed from the logs in comparison to offset wells. Digital applications in fracturing have been recently improving the way we stimulate formations. This novel combination of pulsed fracturing and digital engineered breakdown shows productivity benefits that is crucial in current market conditions to maximize efficiency of operators assets.
评估和报告人工智能驱动的数字工程破裂在脉冲压裂技术中的优势,该技术已在埃及西部沙漠成功应用于全球首次。在本文中,我们将讨论人工智能驱动的数字工程故障如何影响脉冲压裂的生产性能。当地层破裂得到控制时,在裂缝的几何形状和位置上有几个好处。然而,这种方法从未在脉冲压裂中应用过,在脉冲压裂中,人们认为形成一条优势裂缝可以提供更好的支撑剂团聚体分布,从而通过团聚体之间的空隙提高裂缝导流能力。工程分解的生产力效益将被评估。结合脉冲技术和数字工程分解的处理方法将详细介绍井的地理数据、储层质量、裸眼测井解释、压力响应和匹配实际数据后的生产模型。该处理方法将与采用脉冲压裂技术但没有采用数字工程击穿的邻井进行比较。在处理过程中,观察到更好的压力响应,与邻井相比,更高的支撑剂浓度被地层接受,具有更有利的压力响应。压裂后的井测试表明,与邻井相比,在给定的储层质量下,该井的生产表现优异。近年来,压裂技术的数字化应用改善了储层增产的方式。这种脉冲压裂和数字工程分解的新组合显示了生产力的优势,在当前市场条件下,这对于最大限度地提高运营商的资产效率至关重要。
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引用次数: 0
Multi-Stage Length Optimization with Integrated Hydraulic Fracture Propagation and Production Simulation Technology for Horizontal Wells in Unconventional Resource 基于综合水力裂缝扩展和生产模拟技术的非常规资源水平井多级长度优化
Pub Date : 2022-08-08 DOI: 10.2118/209909-ms
Xiang Yuankai, Jianlin Zhou, Cheng Leiming, Ma Junxiu, Xingning Huang, Thanapol Singjaroen, Piyanuch Kieduppatum
Since the tight sandstone gas reservoir which is widely distributed in China has become increasingly important in oil field with the further development of resource, it is extraordinarily meaningful for the sustainable and healthy development of China’s energy industry to explore its benefit development mode. Though great achievements have made with the wide use of the hydraulic fracturing technology, which serves as an effective process measure to increase the productivity of a single well, in the development of global unconventional oil and gas resources, there have been many technical problems exposed. A critical one is that if the fractured stage length is too long, the oil and gas resources won’t be effectively exploited, and if it is too short, the operation cost and time will be increased apparently. Therefore, it is urgently required to make plans for determining the optimal length of the fractured reservoir based on different geological features of the oil and gas reservoirs. This paper took the tight oil reservoir in Lower Wuerhe formation in study area as the research case, determined 5 fracturing stage length cases combined with the treatment status and pumping injection procedure of M oil field: Case A (40m), Case B(50m), Case C (60m), Case D (70m) and Case E(80m), and realized fully 3D coupled simulation of the hydraulic fractures in H1 well based on the 3D geomechanical modeling and 3D DFN model with considering multiple factors including stress shadow, proppant settlement and migration using the unstructured grid technology to preprocess it to improve the capacity prediction accuracy of numerical simulation. The productivity prediction results showed that the 10-year EUR (Estimated Ultimate Recovery) of a single well ranged from 35,500 tons to 48,200 tons. With the comprehensive production and fracturing operation cost being considered comprehensively, it was recommended that the optimal length of the single fractured reservoir should be 60 meters.
致密砂岩气藏在中国广泛分布,随着资源的进一步开发,其在油田中的地位越来越重要,探索致密砂岩气藏的效益开发模式对中国能源工业的持续健康发展意义非凡。水力压裂技术作为提高单井产能的有效工艺措施,虽然在全球非常规油气资源开发中取得了巨大的成就,但也暴露出许多技术问题。关键是压裂段长度过长,油气资源无法得到有效开发;压裂段长度过短,作业成本和时间明显增加。因此,迫切需要根据油气藏的不同地质特征,规划确定裂缝性储层的最佳长度。本文以研究区下乌尔河组致密油储层为研究案例,结合M油田的处理现状和泵注工艺,确定了5个压裂段长案例:Case A (40m)、Case B(50m)、Case C (60m)、Case D (70m)和Case E(80m),基于三维地质力学建模和三维DFN模型,综合考虑应力阴影、支撑剂沉降和运移等多种因素,利用非结构化网格技术对其进行预处理,实现了H1井水力裂缝的全三维耦合模拟,提高了数值模拟的容量预测精度。产能预测结果显示,单口井10年的EUR(估计最终采收率)在35500吨到48200吨之间。综合考虑生产和压裂作业成本,建议单裂缝储层最佳长度为60米。
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引用次数: 0
Drilling and Well Digitalization, A Journey of Transformation 钻井和油井数字化,转型之旅
Pub Date : 2022-08-08 DOI: 10.2118/209872-ms
Veerawit Benjaboonyazit, Nithipoom Durongwattana, S. Buapha, Kittipat Wejwittayaklung, Phattarakorn Rangsriwong
The Company's digital transformation project was started in 2018 to overcome the challenge from digital disruption, energy transition and hydrocarbon reserves declination. Drilling and well engineering cluster is a key player in operating cost optimization which requires digestion and analysis of tons of data generated through daily operational reports. Thus, several digitalization projects have been initiated to optimize drilling and well process to be better, faster, and safer. In this paper, we intend to share a successful journey of digitalization under drilling and well cluster. The transformation journey started with identifying engineer's pain points in each process, among which the most common were redundant processes, manual data inputs/calculations, and time spent on collecting and analyzing unstructured data sources. Moreover, diversified practices on engineering programs and data analysis adversely affect well design standardization and optimizations. To counter those pain points, digital transformation projects were ideated by using digital solutions and technology which are grouped in 5 focus areas: centralized data platform, business intelligence, robotic process automation, digital assistant, and data analytics from fundamental to advance level respectively. Besides out-of-the-box solutions, many internally developed systems have been utilized throughout the journey which helps engineers to build their digital capability and awareness. There are over twenty (20) drilling and well digital projects implemented since the transformation project has been started. And as a result, engineers’ workload has been reduced significantly using digital solutions such as data extraction, visualization, and in-depth analysis. For example, the first successful project under robotic process automation utilizes text analytic and Artificial Intelligence (AI) techniques to analyze well conditions and integrity status from unstructured data and to generate reports within a limited timeframe. Another successful case is well design automated workflow which saved around 40% planning cycle time and provides a better design quality which will lead to a lower well cost. Total cost saving of over 40 mmusd has been recorded so far under the digital transformation project. Furthermore, there is an outlook for additional cost-saving through future new projects, integration, and scaling up plans across the company's international assets. The results and outcomes are very promising to this point. We believe that these initiatives will help the company to improve productivity, benefits, agility, and move beyond business disruptions. Combination of drilling and well expertise with digital transformation solutions will significantly improve well design process, quality and operational efficiency which make industry stay competitive and resilient in the future.
该公司的数字化转型项目于2018年启动,旨在克服数字化颠覆、能源转型和油气储量下降带来的挑战。钻井和井工程集群是作业成本优化的关键,需要消化和分析日常作业报告中产生的大量数据。因此,一些数字化项目已经启动,以优化钻井和钻井过程,使其更好、更快、更安全。在本文中,我们打算分享数字化在钻井和井群中的成功历程。转换之旅始于确定工程师在每个流程中的痛点,其中最常见的是冗余流程、手动数据输入/计算,以及花费在收集和分析非结构化数据源上的时间。此外,工程方案和数据分析的多样化实践不利于井设计的标准化和优化。为了应对这些痛点,数字化转型项目是通过使用数字化解决方案和技术来构想的,这些解决方案和技术分别分为5个重点领域:集中式数据平台、商业智能、机器人过程自动化、数字助理和数据分析,从基础到高级。除了开箱即用的解决方案外,许多内部开发的系统已经在整个过程中被使用,这些系统帮助工程师建立他们的数字能力和意识。自改造项目启动以来,已经实施了20多个钻井和油井数字化项目。因此,通过使用数据提取、可视化和深入分析等数字解决方案,工程师的工作量大大减少。例如,第一个成功的机器人过程自动化项目利用文本分析和人工智能(AI)技术从非结构化数据中分析井况和完整性状态,并在有限的时间内生成报告。另一个成功的案例是井设计自动化工作流程,它节省了大约40%的规划周期时间,提供了更好的设计质量,从而降低了井成本。到目前为止,在数字化转型项目下,已节省了40多万美元的总成本。此外,通过未来的新项目、整合和扩大公司国际资产的计划,还可以节省额外的成本。到目前为止,结果和结果是非常有希望的。我们相信,这些计划将帮助公司提高生产力、收益、敏捷性,并超越业务中断。钻井和钻井专业知识与数字化转型解决方案的结合将显著改善油井设计过程、质量和运营效率,使行业在未来保持竞争力和弹性。
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引用次数: 0
A New Fracture Network Swept Volume Prediction Approach for Multi-Fractured Horizontal Wells in Shale Oil Reservoirs 页岩油藏多裂缝水平井裂缝网络波及体积预测新方法
Pub Date : 2022-08-08 DOI: 10.2118/209864-ms
Liang Tao, Ning Kang, Kejian Hu, Xianan Deng, Mirinuer Halifu, Yuhang Zhao
The continental shale oil reservoirs usually have strong heterogeneity, which make the law of fracture propagation extremely complex, and the quantitative characterization of fracture network swept volume brings great challenges. In this paper, firstly, the facture shape of volume fracture is described preliminarily. Secondly, the volume fitting model of seam mesh transformation was established by coupling the key geological engineering parameters by multiple nonlinear regression method, and the productivity numerical simulation method was used to correct the reconstruction volume. Finally, a new concept of fracture network swept coefficient is put forward to quantitatively evaluate the fracturing effect. The study results shown that fractures created during the volume fracturing of shale oil reservoir appear as a belt network made up of main fractures primarily and branch fractures secondarily in the shape of cactus, and the main factors affecting the fracture network swept volume are fracturing fluid volume, fracture density, brittleness index, pump rate, horizontal stress difference, net pay thicknessand proppant amount. The prediction method is verified by the typical platform in the field to be accurate and reliable. It can provide scientific basis for the evaluation of volume fracturing effect of horizontal wells in shale oil reservoirs.
陆相页岩油储层通常具有较强的非均质性,这使得裂缝扩展规律极其复杂,对裂缝网络波及体积的定量表征带来了很大的挑战。本文首先对体积断裂的断口形态进行了初步描述。其次,采用多元非线性回归方法耦合关键地质工程参数,建立煤层网格变换的体积拟合模型,并采用产能数值模拟方法对重构体积进行校正;最后,提出了裂缝网络波及系数的新概念,用于定量评价压裂效果。研究结果表明,页岩油储层体积压裂过程中形成的裂缝呈以主裂缝为主、分支裂缝次之的带状网络,呈仙人掌状,影响裂缝网络波及体积的主要因素有压裂液体积、裂缝密度、脆性指数、泵送速率、水平应力差、净产层厚度和支撑剂用量。通过现场典型平台验证了该预测方法的准确性和可靠性。为页岩油层水平井体积压裂效果评价提供了科学依据。
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引用次数: 0
Challenges of a HPHT Completion Design with Extreme H2S and CO2 in a Carbonate Gas Development 碳酸盐气藏开发中高温高压完井设计面临的挑战
Pub Date : 2022-08-08 DOI: 10.2118/209865-ms
C. Grant, Nuttapon Piyakunkiat, P. Bandyopadhyay, Kittipat Wejwittayaklung, Swee Hong Gary Ong, J. Manson, Pornchuda Konganuntragul, Khairul Abdul Rashid, Wararit Toempromraj, C. Chanpen, Mohamad Kamal Bin Hamdan, Prapapor Jantasuwanna, David Lewis
Field-X is a large offshore gas structure located 50 nautical miles from Miri City, Malaysia. The reservoir is a High-Pressure High-Temperature (HPHT) carbonate formation with high contaminants i.e., 1.8% mol of Hydrogen Sulfide (H2S) and 18% mol of Carbon Dioxide (CO2). This paper dwells on the completion design for the high-rate wells planned for this development. Exploration and appraisal wells showed severe reservoir properties that are "unique" as compared to other HPHT developments around the world. A multidisciplinary engineering team including HPHT drilling and completion specialists, production technologists, reservoir engineers, external specialist consultants, and facilities engineers are all working with a One Team One Goal mindset to address the challenges of completing this carbonate reservoir. Some of the completion design challenges addressed in this paper are Annular Pressure Management (APM) systems, perforation strategy for long intervals, well intervention philosophy, compaction and subsidence loading, thermal well interference due to the proximity of the platform well slots, HPHT monobore completion equipment design, qualification, and availability due to a very limited number of suppliers with long lead times. Another critical challenge addressed in this paper is an extensive material selection process to withstand the extremely corrosive well fluids, high temperature, and potential material cracking that historically has led to catastrophic consequences. As a result of the environment, exotic tubular materials are proposed based on intensive laboratory tests and computer simulations. Three-dimensional time history geomechanical and reservoir models explicitly detail the displacement compaction field which the downhole tubulars will be exposed in their lifetimes. Any annular pressure build-up will be handled by an APM system addressing the A, B, and C annuli with a permanent downhole gauge (PDG) installed for pressure and temperature monitoring tubing and annuli. These are some examples of the well design challenges tackled and resolved. The project is currently at the design phase, and all the thought process and design philosophies would be tested in this field. The authors wish that the lessons learned, engineering approaches, and design results will be useful in future sour HPHT completion developments.
Field-X是一个大型海上天然气结构,位于马来西亚Miri市50海里处。该储层为高压高温(HPHT)碳酸盐地层,含高污染物,即1.8% mol硫化氢(H2S)和18% mol二氧化碳(CO2)。本文详细介绍了该开发项目高速率井的完井设计。与世界上其他高温高压开发项目相比,勘探和评价井显示出了“独特”的储层特性。包括高温高压钻井和完井专家、生产技术人员、油藏工程师、外部专家顾问和设施工程师在内的多学科工程团队都在一个团队一个目标的心态下工作,以解决该碳酸盐岩储层完井的挑战。本文讨论的一些完井设计挑战包括环空压力管理(APM)系统、长井段射孔策略、修井理念、压实和沉降载荷、由于平台井槽邻近而造成的热干扰、高温高压单管完井设备的设计、认证以及由于供应商数量有限、交货时间长而导致的可用性。本文解决的另一个关键挑战是材料的广泛选择过程,以承受极具腐蚀性的井液、高温和潜在的材料开裂,这些都会导致灾难性的后果。由于环境的原因,在大量的实验室试验和计算机模拟的基础上,提出了奇异的管状材料。三维时程地质力学和储层模型清晰地描述了井下管柱在其寿命期内暴露的位移压实场。任何环空压力积聚都将由APM系统处理,该系统定位于A、B和C环空,并安装了永久性井下压力表(PDG),用于监测油管和环空的压力和温度。这些都是解决和解决的井设计挑战的一些例子。项目目前处于设计阶段,所有的思维过程和设计理念都将在这个领域进行测试。作者希望吸取的经验教训、工程方法和设计结果将对未来的高温高压完井开发有用。
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引用次数: 0
Successfully Application of RPM in Sand Control Treatments for Offshore Field: Challenges, Results and Improvements RPM在海上油田防砂处理中的成功应用:挑战、成果和改进
Pub Date : 2022-08-08 DOI: 10.2118/209897-ms
Attawit Choodesh, W. Chantarataneewat, C. Ramirez, Mohd Hisyam Rosdi
One of the offshore gas fields, the formations are comprised of mixed deltaic and young shallow marine clastic sediments, which are considered among the shallowest unconsolidated and poorly sorted formations, with a high percentage of fines. Along with the sand production issue is the multiple stacked reservoirs that consist of interbedded sand-shale and laminations having undergone gas-water contact (GWC). The proximity of a water leg to the gas column also indicates likelihood of early water production. Water breakthrough can cause significant reserve loss in the gas reservoir and can be even more serious in the sand control completion, which creates a challenge when the two problems combine water and sand. Typical sand control treatments were high-rate water packs (HRWPs) and Extension packs (ExtPacs) or fracture for placement of proppant (FPP). The use of a pad is necessary to maximize the amount of proppant placed into the formation and help reduce overall skin using onsite data analysis. The gravel pack carrier fluid is a viscosified system with shear thinning rheological properties and efficiently suspends sand in static condition. Additionally, this fluid allows substantial flexibility in sand control design for varying degrees of sand support for gravel packing, fluid-loss control, friction-pressure reduction, and a low-damage fluid system (validated with laboratory testing using reservoir cores to validate return permeability values). The objective of the relative permeability modifier (RPM) in sand-control chemical treatments is to prolong hydrocarbon production over time using effective control of water production in one step as a prepad fluid, eliminating the cost and complexity of the water shutoff treatment stage later as part of well life Applying the RPM process has not only reduced water production in these areas but has also resulted in more gas cumulative production. It is also important to monitor production for several months after the treatment to determine the success or failure of the application. Globally, this is the first successful application of RPM delivery in the same aqueous gravel-packing carrier fluid system using a pad fluid, consisting of high-grade xanthan polymer as a gelling agent. Implementation of this process provides the operator an additional tool to increase the possibility of hydrocarbon production from a reservoir that has not been considered viable. Use of the RPM technique in sand-control completions also an option to treat wells after sand-control treatments and control water production resulting from nearby GWC
该组为海上气田之一,由三角洲与年轻浅海碎屑沉积物混合组成,属于最浅的松散、分选差的地层,含细粒比例较高。伴随出砂问题而来的是由互层砂页岩和层状地层组成的多层叠加储层,这些储层经历了气水接触(GWC)。靠近气柱的水段也表明早期产水的可能性。水侵会造成气藏储量的严重损失,在防砂完井中更为严重,当水和砂结合在一起时,这两个问题就产生了挑战。典型的防砂措施是高速率水包(hrwp)和扩展包(extpac)或压裂来放置支撑剂(FPP)。为了最大限度地增加注入地层的支撑剂量,并通过现场数据分析帮助减少整体表皮,必须使用支撑垫。砾石充填携砂液是一种具有剪切变薄流变特性的增粘体系,能够在静态条件下有效悬浮砂石。此外,该流体在防砂设计上具有很大的灵活性,可以为砾石充填、流体失稳、降低摩擦压力和低损伤流体系统提供不同程度的支撑(通过使用储层岩心进行实验室测试来验证返回渗透率值)。在防砂化学处理中,相对渗透率改进剂(RPM)的目标是通过一步有效地控制产水,作为预驱液,随着时间的推移延长油气产量,消除后期关水处理阶段的成本和复杂性(作为井寿命的一部分)。应用RPM工艺不仅减少了这些地区的产水,而且还带来了更多的天然气累积产量。同样重要的是,在处理后的几个月内监测生产,以确定应用的成功或失败。在全球范围内,这是RPM技术首次成功应用于相同的含水砾石充填载体液体系中,该体系使用的是由高级黄原胶聚合物组成的垫液作为胶凝剂。该工艺的实施为作业者提供了一种额外的工具,以增加从不可行的油藏中开采油气的可能性。在防砂完井中使用RPM技术也可以在防砂处理后对井进行处理,并控制附近GWC产生的产水
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引用次数: 0
Deploying Dynamic Trend-Based Monitoring System to Deliver Real Time Drilling Decision 采用动态趋势监测系统,提供实时钻井决策
Pub Date : 2022-08-08 DOI: 10.2118/209869-ms
Bobbywadi Richard, M. S. Saarani, S. Sulaiman, M. M. H. Meor Hashim, M. Arriffin, Rohaizat Ghazali
Significant technical challenges are prominent in today's oil and gas drilling operations, especially in remote locations with increasingly difficult geological settings. Stuck pipe incidents have become a major operational challenge, with events typically resulting in substantial amounts of lost time and associated costs. Real-time monitoring has emerged as an important tool to achieve drilling optimization in avoiding downtime, particularly stuck pipe events. With the addition of a predictive monitoring system, this process becomes much more effective and competent. Predictive monitoring is used for advanced real-time monitoring in the remote centre and operational workflows to aid in the drilling execution of complex or critical well sections. The emphasis will be on reducing the complexity of real-time data analysis by exploiting trends and anomalies between modelled and actual data to monitor wellbore conditions. This monitoring system and trend-based predictive capability enable drilling teams to detect borehole changes and take preventive action up to several hours in advance. Predictive monitoring can provide early warning of stuck pipe symptoms, allowing the rig and operations team to take corrective and step-by-step actions. The circumstances that lead to the stuck pipe can be difficult to detect as various factors may indicate potential problems. These are frequently missed until the situation has progressed to the point where the drill string becomes stuck. This system could have provided the rig crew with advance notice of changes in downhole conditions. An example of predictive monitoring adoption in a highly deviated extended reach well (ERD), with a 12,000ft long horizontal section is presented. It is exceptionally challenging in terms of geomechanics perspective as well as the well design. Predictive monitoring was implemented to assist drilling operation for the sidetracked well, and it had been completed successfully with minor hole condition issues. The predictive monitoring system is built around a trio of tightly coupled real-time dynamic models consisting of hydraulic, mechanical, and thermodynamic that simulate the wellbore state and physical processes during drilling operations. These models work simultaneously in a seamless process to assess drilling performance, borehole conditions, and related associated risks. It uses dynamic modelling to accurately model key drilling parameters and variables, allowing better monitoring.
在当今的石油和天然气钻井作业中,特别是在地质条件越来越困难的偏远地区,重大的技术挑战尤为突出。卡钻事故已成为主要的作业挑战,通常会造成大量的时间损失和相关成本。实时监测已经成为实现钻井优化的重要工具,以避免停工,特别是卡钻事件。随着预见性监测系统的加入,这一过程变得更加有效和胜任。预测监测用于远程中心和作业流程的高级实时监测,以帮助复杂或关键井段的钻井执行。重点是通过利用模型数据和实际数据之间的趋势和异常来监测井筒状况,从而降低实时数据分析的复杂性。该监测系统和基于趋势的预测能力使钻井队能够提前数小时检测井眼变化并采取预防措施。预测监测可以为卡钻现象提供早期预警,使钻机和作业团队能够采取纠正措施,逐步采取行动。导致卡钻的情况很难发现,因为各种因素都可能表明潜在的问题。在钻柱卡钻之前,这些工具经常会被遗漏。该系统可以提前通知钻井队井下情况的变化。介绍了一个在大斜度大位移井(ERD)中采用预测监测的实例,该井的水平段长度为12,000英尺。从地质力学角度和井设计角度来看,这是非常有挑战性的。为了辅助侧钻井的钻井作业,该公司实施了预测监测,并成功完成了该侧钻井的钻井作业,只出现了较小的井况问题。预测监测系统建立在三个紧密耦合的实时动态模型上,包括水力、机械和热力学模型,模拟钻井作业期间的井筒状态和物理过程。这些模型在无缝过程中同时工作,以评估钻井性能、井眼条件和相关风险。它使用动态建模来准确地模拟关键钻井参数和变量,从而更好地进行监测。
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引用次数: 0
Automated Workflows and Drilling Advisory Systems – The Cinderellas of Drilling Automation 自动化工作流程和钻井咨询系统——钻井自动化的灰姑娘
Pub Date : 2022-08-08 DOI: 10.2118/209887-ms
Paul L. Francis
In the field of drilling automation, most attention is usually focussed on the automating the mechanical side of the business and yet vast amounts of time and energy are spent by well engineers on designing and executing wells that may involve redesigns during the execution of the well due to subsurface uncertainty. This effort involves many people in the organisation, creates large amounts of documents and data that usually reside in different silos. The effort involved in pulling the right data together from different sources and checking that it's correct involves a lot of drudgery, hence it called be a ‘Cinderella’ task. There is a maxim that says that "If you can't measure you can't manage", but it's equally true that "if you can't analyse your measurements effectively and efficiently then you can't optimize", either for ROP or energy efficiency. This paper discusses the essential requirements for workflow optimization and drilling advisory systems, both as a business case in itself, but also as a reassuring steppingstone to full drilling automation. Significant advances in AI and Cloud Computing in the last decade have led to the ability to better automate the workflow process and allow real-time drilling advisory systems that allow a human-in-the-loop to react to and modify the drilling process. The essential parts of such are a workflow/optimisation system, no matter how good the AI, is that it should be intuitive, easy to use, vendor neutral, have robust data cleansing, be backed by 24/7 support, be customisable to the particular needs of the operation and flexible enough to work on different platforms yet allow expansion as new requirements are added. Operators are consistently wanting to centralise, then standardise, data flows for greater automated analysis and management. Using such a system, ROP improvements of over 18% have been seen in land operations, flat time reductions of 20% have been seen on offshore wells, weight to weight connection times have been reduced by over 35%, costly trips out of hole have been avoided due to MWD failure by directly comparing hole depth with offset well data in real time. With cloud-enabled, real-time AI, there is currently no limit on how ‘joined-up’ the drilling process can be, from rig scheduling through to production. Once confidence is gained by operators with drilling advisory systems and data quality then the next steps would be to hook these systems directly to drive rigs and tools with the human now as the monitor.
在钻井自动化领域,大多数注意力通常集中在自动化业务的机械方面,然而,由于地下不确定性,井工程师花费了大量的时间和精力来设计和执行井,这些井在执行过程中可能涉及重新设计。这项工作涉及组织中的许多人,创建了通常驻留在不同筒仓中的大量文档和数据。从不同的来源收集正确的数据并检查其正确性涉及到大量的苦差事,因此它被称为“灰姑娘”任务。有句格言说“如果你不能测量,你就不能管理”,但同样正确的是“如果你不能有效和高效地分析你的测量,那么你就不能优化”,无论是机械钻速还是能源效率。本文讨论了工作流程优化和钻井咨询系统的基本需求,这既是一个商业案例,也是实现完全钻井自动化的可靠基石。在过去十年中,人工智能和云计算取得了重大进展,使工作流程能够更好地自动化,并允许实时钻井咨询系统,使人能够对钻井过程做出反应和修改。无论人工智能有多好,工作流/优化系统的基本部分都应该是直观的、易于使用的、供应商中立的、强大的数据清理、24/7的支持、可根据特定的操作需求进行定制,并且足够灵活,可以在不同的平台上工作,同时允许在增加新需求时进行扩展。运营商一直希望将数据流集中化,然后标准化,以实现更大程度的自动化分析和管理。使用该系统,陆地作业的ROP提高了18%以上,海上井的平钻时间减少了20%,重量对重量连接时间减少了35%以上,通过直接将井深与邻井数据进行实时比较,避免了由于MWD故障而造成的昂贵起下钻。有了云计算的实时人工智能,从钻机调度到生产,钻井过程的“联合”程度目前没有限制。一旦作业者对钻井咨询系统和数据质量有了信心,接下来的步骤就是将这些系统直接挂钩到驱动钻机和工具上,现在由人类作为监控器。
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引用次数: 0
Reducing Drilling Risk Associated with Running Casing through Challenging Borehole Conditions with the Adoption of a Scalable Ultra-High Speed Hydraulically Actuated Reamer Shoe Technology 通过采用可扩展的超高速液压驱动扩眼器鞋技术,降低了套管在具有挑战性的井眼条件下的钻井风险
Pub Date : 2022-08-08 DOI: 10.2118/209920-ms
C. Nkwocha, Nipatsin Yimyam
This paper presents lessons learned and best practices using a scalable hydraulically actuated reamer shoe system for casing deployment. The technology was used in a few wells to successfully run 7 inch casing through problematic geological horizons where it had been impossible to do so with conventional float shoes. A scalable and customizable high speed reamer shoe technology was deployed in three wells right after a well in which the 7 inch long-string could not be deployed to objective depth and had to be set prematurely, leaving a lengthy rathole below the casing shoe. Consequently, the production zone had to be drilled and completed in 4 ½ inch. This ultra-high speed scalabe reamer shoe technology was then deployed in subsequent wells in an attempt to address this concern. Three 7 inch reamer shoes with two different configurations were deployed. Two were configured for LCM tolerance, whilst the third tool was tuned towards more optimal performance at lower circulating rates. The 7 inch casing strings were successfully deployed and cemented in all three wells. Tools with two variants of a new scalable, dual-chamber drive mechanism from the manufacturer were used. The major difference being in the flow pattern between the chambers. The LCM tolerant tools were the latest variant of the drive mechanism with a minimum restriction of 15mm, while the tool with the earlier variant of the scalable drive chamber, had a minimum restriction of 8 mm and a by-pass valve arrangement made up of 4 x 20mm ports. Activation flow rates were low though significantly different. The earlier tool activated at +/- 60 gpm whereas the more recent drive mechanism in the latest variant, activated at 26 gpm, indicative of a significant improvement in tool performance though configured for higher flow rates. Operating pressures were significantly higher in the earlier variant compared to the more recent drive mechanism. The differences in activation flow rates and operating pressures are due to how flow is altered and channeled through the drive mechanism as configured in each tool. All three tools were used to run 7 inch casing at low circulation (< 180 gpm) and successfully reamed through any obstructions encountered and cemented at target depth. The use of this technology was instrumental in successfully deploying all three 7 inch casing strings to objective depth. Due to its low flow capbilities (<180 gpm), PTTEP was able to successfully manage the tight pressure margin required to land casing and displace cement. Furthermore, the tool was evidently effective at circulating rates as low as 100 gpm and low operating pressures, making it ideal for most tubular deployment applications.
本文介绍了使用可扩展液压驱动扩眼器鞋系统下套管的经验教训和最佳实践。在几口井中,该技术成功地将7英寸的套管下入了有问题的地质层,而传统的浮子鞋无法做到这一点。在3口井中,由于7英寸长管柱无法下入目标深度,不得不提前下入,在套管鞋下方留下了一个很长的大孔,因此采用了可扩展、可定制的高速扩眼器鞋技术。因此,生产层必须在4.5英寸内钻完井。这种超高速可扩展扩眼器鞋技术随后被应用到后续的井中,试图解决这个问题。使用了3个7英寸扩眼器鞋,具有两种不同的配置。其中两个工具针对LCM公差进行了配置,而第三个工具则在较低循环速率下进行了优化。3口井均成功下入了7英寸套管,并进行了固井作业。使用了两种新型可扩展双腔驱动机构的工具。主要的区别在于腔室之间的流动模式。LCM容差工具是驱动机构的最新版本,最小限制为15mm,而早期版本的可扩展驱动室的工具,最小限制为8mm,旁通阀由4 x 20mm端口组成。激活流率虽低,但差异显著。早期的工具在+/- 60加仑/分的速度下启动,而最新版本的驱动机制在26加仑/分的速度下启动,这表明尽管配置了更高的流速,但工具性能有了显著改善。与最近的驱动机构相比,操作压力在早期的变型中明显更高。激活流量和作业压力的差异是由于每个工具中配置的驱动机构如何改变和引导流量。这三种工具都以低循环速度(< 180 gpm)下入了7英寸的套管,并成功地通过了遇到的任何障碍物,并在目标深度进行了固井。该技术的使用有助于成功将所有3个7英寸的套管柱下入目标深度。由于其低流量能力(<180 gpm), PTTEP能够成功控制套管落地和置换水泥所需的紧压裕度。此外,该工具在低至100 gpm的循环速率和低工作压力下明显有效,使其成为大多数管状部署应用的理想选择。
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引用次数: 0
Making Wells Safer; Rectification of High Annulus Pressure via Diagnostic and New Technologies Through Annulus Intervention Method 使油井更安全;高环空压力的诊断校正及环空干预新技术
Pub Date : 2022-08-08 DOI: 10.2118/209882-ms
Abdul Afif Osman, Aulfah Azman, R. B. Sipangkui, M. N. S. Nazirmuddin, I. Aripin, Arie Muchalis Utta, M. Sujavudin, Sy M Shahril Sy Ahmad
Sustained annulus pressure is an increasingly common well integrity issue encountered particularly in aging platforms. The issue is normally discovered via periodic wellhead maintenance programs or during monitoring by the production team. Subsequently, the wells integrity team will pursue well diagnostic via annular pressure diagnostic by manipulating and creating specific conditions to acquire information on the potential leak rate, leak path, and source of the leak. The probable culprit of the tubular integrity issues is due to completion or casing leakages, or failed cement conditions. The generic rectification technique available varies from rig to rigless method. Considering the low economic of the field & remote jacket location with a small footprint and limited crane capacity in Sabah waters, either the rig or workover option can be unfavorable. Therefore, the options available to remediate the sustained annulus pressure are limited considering the platform's design and operational setup. Historically, the team has attempted with a conventional pump and lubricate the annulus to mitigate the symptoms. However, the effectiveness was questionable as the pressure kept creeping up within a short period which urged the team to look into better technology solutions. With the limitations above, the team warrants a new holistic approach to resolve the sustained annulus issue. Annulus Intervention System (AIS) provides better fluid conveyance and circulation for better fluid displacement at the targeted depth. The AIS system has a smaller footprint as compared to a pumping or workover unit which is a major advantage for a small and remote platform directly applicable to the target Sabah asset. This paper will table out the step-by-step method that has been taken by the team to ensure the AIS system is engineered and tailored to rectify the sustained annulus pressure in a less than 500-meter square deck space.
持续环空压力是日益常见的井完整性问题,特别是在老化平台中。该问题通常是通过定期井口维护计划或生产团队在监控期间发现的。随后,井筒完整性团队将通过操纵和创造特定条件,通过环空压力诊断来获取有关潜在泄漏率、泄漏路径和泄漏源的信息。造成管柱完整性问题的罪魁祸首可能是完井或套管泄漏,或固井条件不佳。可用的通用整流技术因钻机和无钻机方法而异。考虑到Sabah水域现场和远程套管位置的低经济性,占地面积小,起重机能力有限,钻机或修井方案都可能是不利的。因此,考虑到平台的设计和操作设置,可用于修复持续环空压力的选择是有限的。过去,该团队曾尝试使用传统的泵和润滑环空来缓解症状。然而,由于压力在短时间内不断增加,这促使团队寻找更好的技术解决方案,因此有效性值得怀疑。鉴于上述局限性,该团队需要一种新的整体方法来解决持续环空问题。环空干预系统(AIS)可以提供更好的流体输送和循环,从而在目标深度获得更好的流体驱替效果。与泵送或修井设备相比,AIS系统占地面积更小,这对于直接适用于Sabah目标资产的小型远程平台来说是一个主要优势。本文将列出团队采取的逐步方法,以确保AIS系统的设计和定制能够在小于500平方米的甲板空间内纠正持续的环空压力。
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引用次数: 0
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