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Quantitative Evaluation of Well Blowout Risk and Oil Spill Mitigation Measures 井喷风险定量评价与溢油缓解措施
Pub Date : 2021-12-09 DOI: 10.2118/207962-ms
F. Zausa, L. Besenzoni, Alessandro Caia, Seda Mizrak
The disaster of Macondo of 2010 changed the rules in reliability and safety standards during drilling operations. New regulations were developed in order to improve the control level on blowout risk, and all upstream operators adopted innovative technologies capable to reduce the potential risk of uncontrolled release, either by decreasing its frequency of occurrence or the expected impacts. The objective of this paper is to present a Quantitative Risk Analysis (QRA) of well blowout and measure the beneficial contribution of intervention technologies in terms of expected reduction of spill volume and associated costs. The QRA is applied to any kind of well operation (drilling, completion, workover, light intervention) and well type. The methodology relies upon different risk analysis techniques able to quantify the residual blowout risk, as well as the mitigation provided by each technology. Through Fault Tree Analysis (FTA), a value of blowout probability is calculated for each well operation. The initial blowout condition is associated with a blowout flow rate, calculated with fluid dynamic computational models depending on well flow path and release point into the environment. The evolution of each release scenario is then studied with the use of Event Tree Analysis (ETA), where a set of events, able to reduce or stop the flow, are considered with their probability of success and occurrence time (well bridging, water coning, surface intervention through killing/capping techniques, relief well operations). The value of each intervention is estimated through Decision Tree Analysis (DTA), calculating the amount of spill volume reduction and avoided spill costs. Results of spill volume and cost reduction are calculated for a set of specific wells, considering the application of killing/capping systems as well as Eni innovative technologies. The benefit of these interventions is measured in terms of Expected Monetary Value (EMV) in relation to a potential release extinguished by a relief well, which is the decisive intervention to stop the blowout, considered as the worst case scenario. Surface interventions with killing/capping techniques are the major contributors to the reduction of blowout impacts, and all additional measures which can be adopted should act in the fastest way possible before the arrival of heavy capping stack system. The main innovative contribution of the proposed QRA methodology is the association of an expected economic value to post-blowout mitigation techniques, which takes into account all possible uncertainties related to their success and intervention time. Moreover, by evaluating an economic impact of the residual spill cost, it is possible to prioritize and increase the overall efficiency of the oil spill response plan for each operational and geographical context, and improve the control on blowout risk mitigation process.
2010年的Macondo灾难改变了钻井作业中可靠性和安全标准的规则。为了提高井喷风险的控制水平,制定了新的法规,所有上游作业公司都采用了创新技术,通过减少井喷发生的频率或预期的影响,来降低潜在的不可控泄漏风险。本文的目的是提出井喷的定量风险分析(QRA),并从减少泄漏量和相关成本的角度衡量干预技术的有益贡献。QRA适用于任何类型的井作业(钻井、完井、修井、轻干预)和井型。该方法依赖于能够量化残余井喷风险的不同风险分析技术,以及每种技术提供的缓解措施。通过故障树分析(FTA),计算出每次作业的井喷概率值。初始井喷条件与井喷流量有关,根据井流路径和释放点,使用流体动力学计算模型计算井喷流量。然后使用事件树分析(ETA)研究每个释放场景的演变,其中考虑了一系列能够减少或停止流动的事件的成功概率和发生时间(井桥接,水锥入,通过压井/封顶技术进行地面干预,减压井作业)。通过决策树分析(DTA)来估算每个干预措施的价值,计算减少溢油量和避免溢油成本。考虑到压井/封顶系统的应用以及Eni的创新技术,计算了一组特定井的泄漏量和降低成本的结果。这些干预措施的效益是根据预期货币价值(EMV)来衡量的,该价值与减压井所消除的潜在释放有关,减压井是阻止井喷的决定性干预措施,被认为是最坏的情况。采用压井/封顶技术的地面干预措施是减少井喷影响的主要因素,所有可以采取的额外措施都应该在重型封顶系统到来之前以尽可能快的方式发挥作用。拟议的质量评估方法的主要创新贡献是将预期经济价值与井喷后缓解技术联系起来,该方法考虑到与这些技术的成功和干预时间有关的所有可能的不确定性。此外,通过评估剩余溢油成本的经济影响,可以优先考虑并提高每个作业和地理环境下溢油响应计划的整体效率,并改善对井喷风险缓解过程的控制。
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引用次数: 0
Tanks Assurance and Endorsement Extension Strategy 坦克保证和背书扩展战略
Pub Date : 2021-12-09 DOI: 10.2118/207694-ms
Sahar Abdul-Karim Khattab, Marwa Sami Alsheebani
The objective of this paper is to study various methods that can be implemented on existing or new tanks to achieve an extended endorsement period (e.g. 20 years plus) for Crude Oil Floating Roof Storage Tanks. This extended period is necessary in order to overcome anticipated future challenges in tank availability due to (i) increased production and loading, (ii) stretched major overhaul (MOH) duration due to unforeseen delays in MOH works, (iii) corrosion in bottom plates, etc. An extensive research based on international API Standard 653 "Tank Inspection, Repair, Alteration, and Reconstruction" was conducted to achieve this extended period. Initially, some COS tanks aspects were assessed based on API SPEC 653 (2014, Addendum 2, May 2020) to achieve this new Tanks Endorsement Vision, such as: (a) studying the currently applied Corrosion Protection Barriers to the COS tanks and their effectiveness to the endorsement period, (b) the adequacy of commonly applied Corrosion Protection Barriers with respect to the endorsement period, and (c) exploring possible enhancements on COS Tanks Corrosion Protection Barriers, and Monitoring systems to extend tanks endorsement period. Based on API SPEC 653 (2014, Addendum 2, May 2020), currently applied tank safeguards were found inadequate to achieve the 20 years plus tank endorsement period requirement. In order to extend tanks endorsement period, additional safeguards shall be implemented, with special attention to tank bottom plates (soil side), since corrosion problems are mostly exhibited in tank bottom plates from the soil/oil side. Multiple solutions for corrosion safeguards were explored and recommended as part of this study such as the installation of a CP system under COS tanks, as well as installation of a corrosion monitoring system, and performing routine in-service inspections for COS tanks (internal and external) as per API SPEC 653 (2014, Addendum 2, May 2020), etc. Overall, this paper provides an insight on the calculation method of tanks endorsement period, and possible tank corrosion safeguards and controls that can be implemented to extend the COS tanks endorsement period to at least 20 years. Results and recommendations studied in this paper will benefit the Oil and Gas Industry and help in overcoming future challenges.
本文的目的是研究可以在现有或新储罐上实施的各种方法,以延长原油浮顶储罐的认可期(例如20年以上)。这段延长的时间是必要的,以克服由于以下几种原因而导致的储罐可用性方面的预期未来挑战:(1)产量和装载的增加;(2)由于大修工程的不可预见的延误而延长的大修(MOH)时间;(3)底板腐蚀等。根据国际API标准653“油罐检查、维修、改造和重建”进行了广泛的研究,以实现这一延长的期限。最初,根据API SPEC 653(2014,附录2,2020年5月)对COS坦克的一些方面进行了评估,以实现新的坦克认可愿景,例如:(a)研究目前应用于油缸的防腐蚀屏障及其在认可期内的有效性;(b)就认可期而言,常用的防腐蚀屏障是否足够;以及(c)探讨如何改善油缸的防腐蚀屏障和监察系统,以延长油缸的认可期。根据API SPEC 653(2014,附录2,2020年5月),目前应用的储罐安全措施不足以达到20年以上的储罐背书期要求。为了延长储罐背书期,需要实施额外的保障措施,特别注意储罐底板(土侧),因为腐蚀问题主要表现在储罐底板的土/油侧。作为本研究的一部分,研究人员探索并推荐了多种腐蚀防护解决方案,例如在COS储罐下安装CP系统,安装腐蚀监测系统,并根据API SPEC 653(2014,附录2,2020年5月)对COS储罐(内部和外部)进行常规在役检查等。总体而言,本文提供了储罐背书期的计算方法,以及可能实施的储罐腐蚀防护和控制措施,以将COS储罐背书期延长至至少20年。本文研究的结果和建议将有利于油气行业,并有助于克服未来的挑战。
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引用次数: 0
Optimizing Tubing and Liner Completion Design to Improve Gas Production from Existing Wells: Case Study for ADNOC Onshore Field Abu Dhabi, UAE 优化油管和尾管完井设计,提高现有井的天然气产量:ADNOC陆上油田案例研究
Pub Date : 2021-12-09 DOI: 10.2118/207430-ms
M. F. Fathalla, M. A. Al Hosani, I. Mohamed, A. A. Al Bairaq, Djamal Kherroubi, A. Abdullayev, Allen Roopal
An onshore gas field contains several gas wells which have low–intermittent production rates. The poor production has been attributed to liquid loading issue in the wellbore. This study will investigate the impact of optimizing the tubing and liner completion design to improve the gas production rates from the wells. Numerous sensitivity runs are carried out with varying tubing and liner dimensions, to identity optimal downhole completions design. The study begins by identifying weak wells having severe gas production problems. Once the weak wells have been identified, wellbore schematics for those wells are studied. Simulation runs are performed with the current downhole completion design and this will be used as the base case. Several completion designs are considered to minimize the effect of liquid loading in the wells; these include reducing the tubing diameter but keeping the existing liner diameter the same, keeping the original tubing diameter the same but only reducing the liner diameter, extending the tubing to the Total Depth (TD) while keeping the original tubing diameter, and extending a reduced diameter tubing string to the TD. The primary cause of the liquid loading seems to be the reduced velocity of the incoming gas from the reservoir as it flows through the wellbore. A simulation study was performed using the various completion designs to optimize the well completion and achieve higher gas velocities in the weak wells. The results of the study showed significant improvement in gas production rates when the tubing diameter and liner diameter were reduced, providing further evidence that increased velocity of the incoming fluids due to restricted flow led to less liquid loading. The paper demonstrates the impact of downhole completion design on the productivity of the gas wells. The study shows that revisiting the existing completion designs and optimizing them using commercial simulators can lead to significant improvement in well production rates. It is also noted that restricting the flow near the sand face increases the velocity of the incoming fluid and reduces liquid loading in the wells.
一个陆上气田包含几口气井,这些气井具有低间歇生产速率。产量不佳的原因是井筒中的液体加载问题。本研究将探讨优化油管和尾管完井设计对提高油井产气率的影响。在不同的油管和尾管尺寸下进行了多次灵敏度下入,以确定最佳的井下完井设计。该研究首先确定存在严重产气问题的弱井。一旦识别出薄弱井,就会对这些井的井眼图进行研究。使用当前的井下完井设计进行模拟运行,这将作为基本案例。考虑了几种完井设计,以尽量减少井中液体载荷的影响;这些措施包括减小油管直径但保持现有尾管直径不变,保持原有油管直径不变但只减小尾管直径,在保持原有油管直径的情况下将油管延伸至总深度(TD),以及将减小直径的管柱延伸至TD。造成液体加载的主要原因似乎是储层中进入的气体在流过井筒时速度降低。利用不同的完井设计进行了模拟研究,以优化完井,并在弱井中获得更高的气速。研究结果表明,当油管直径和尾管直径减小时,产气率显著提高,这进一步证明了由于流动受限导致的进入流体速度增加导致液体载荷减少。论述了井下完井设计对气井产能的影响。研究表明,重新审视现有的完井设计,并使用商业模拟器对其进行优化,可以显著提高油井产量。还需要注意的是,限制砂面附近的流动可以增加流入流体的速度,并减少井中的液体负荷。
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引用次数: 1
Success Factors of an Enterprise-Wide Digital Twin Strategy 全企业数字孪生战略的成功因素
Pub Date : 2021-12-09 DOI: 10.2118/207248-ms
Steve Parvin
While many companies have embarked on their digital transformation journeys implementing different forms of "Digital Twins" to cover specific business processes and challenges, their main challenge has been integrating these disparate Digital Twin projects into one single combined view to create significant new value and competitive advantage for the business. To be effective, the Digital Twin needs to be capable of supporting the entire asset lifecycle from the early phases of a capital project to operations and maintenance up to asset retirement, leveraging the same data in a platform able to support the end-to-end process. This paper looks at several approaches, which large owner operators at different levels of organizational information management maturity have used to build their Enterprise Scale Digital Twin strategies. It uses the lessons learned to highlight the successes and failures of these strategies and recommended approaches going forward. The results observed, identify that whilst there is a reasonably standard roadmap for approaching the development of Digital Twins most customers begin at different points along that journey. It also highlights that the end goal may not be the same across an Enterprise and that by taking the development of a Digital Twin as a series of incremental steps, independent of the starting point, serves to accelerate the journey by driving an increase in the organizational maturity in terms of People, Process and Technology and an improvement in data quality. One of the key components in any strategy was the ability to manage the information standard for the Digital Twin at an Enterprise level, for both greenfield and brownfield organizations and assets. The paper concludes the benefits of technical and commercial scalability and the requirements to get a solid manageable and trustworthy core of information should be at the heart of any Enterprise-wide Digital Twin strategy. This is contrary to the common approach of building a single detailed Proof of Concept (PoC) addressing as many use cases as possible and then templatizing that as an approach to repeat around the Enterprise, which often leads to failure on additional deployments where the maturity and challenges are different.
虽然许多公司已经开始了他们的数字化转型之旅,实施不同形式的“数字双胞胎”来覆盖特定的业务流程和挑战,但他们的主要挑战是将这些完全不同的数字双胞胎项目集成到一个单一的组合视图中,以为业务创造重要的新价值和竞争优势。为了提高效率,数字孪生需要能够支持整个资产生命周期,从资本项目的早期阶段到运营和维护,再到资产退役,在能够支持端到端流程的平台中利用相同的数据。本文考察了处于不同组织信息管理成熟度水平的大型所有者运营商用于构建其企业规模数字孪生战略的几种方法。它利用吸取的经验教训,强调这些战略的成功和失败,并建议今后采取的方法。观察到的结果表明,虽然有一个合理的标准路线图来接近数字双胞胎的开发,但大多数客户在旅程的不同点开始。它还强调了企业的最终目标可能不尽相同,并且通过将数字孪生的开发作为一系列增量步骤,独立于起点,通过推动人员,流程和技术方面组织成熟度的增加以及数据质量的改进来加速旅程。任何策略的关键组件之一都是能够在企业级管理数字孪生的信息标准,包括未开发的和未开发的组织和资产。本文总结了技术和商业可伸缩性的好处,以及获得可靠的可管理和可信赖的信息核心的需求应该是任何企业范围的数字孪生战略的核心。这与构建单个详细的概念验证(PoC)的常见方法相反,该方法处理尽可能多的用例,然后将其模板化,作为在企业中重复的方法,这通常会导致成熟度和挑战不同的其他部署失败。
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引用次数: 0
Artificial Lift Optimization for Shallow Carbonate Magwa and Ostracod Formations with Massive Propped Fractures 含大量支撑裂缝的浅层碳酸盐岩Magwa和介形虫层人工举升优化
Pub Date : 2021-12-09 DOI: 10.2118/207306-ms
Nasser AlAskari, Muhamad Zaki, Ahmed Aljanahi, Hamed AlGhadhban, E.A.E. Ali, V. Stashevsky
Objectives/Scope: The Magwa and Ostracod formations are tight and highly fractured carbonate reservoirs. At shallow depth (1600-1800 ft) and low stresses, wide, long and conductive propped fracture has proven to be the most effective stimulation technique for production enhancement. However, optimizing flow of the medium viscosity oil (17-27 API gravity) was a challenge both at initial phase (fracture fluid recovery and proppant flowback risks) and long-term (depletion, increasing water cut, emulsion tendency). Methods, Procedures, Process: Historically, due to shallow depth, low reservoir pressure and low GOR, the optimum artificial lift method for the wells completed in the Magwa and Ostracod reservoirs was always sucker-rod pumps (SRP) with more than 300 wells completed to date. In 2019 a pilot re-development project was initiated to unlock reservoir potential and enhance productivity by introducing a massive high-volume propped fracturing stimulation that increased production rates by several folds. Consequently, initial production rates and drawdown had to be modelled to ensure proppant pack stability. Long-term artificial lift (AL) design was optimized using developed workflow based on reservoir modelling, available post-fracturing well testing data and production history match. Results, Observations, Conclusions: Initial production results, in 16 vertical and slanted wells, were encouraging with an average 90 days production 4 to 8 times higher than of existing wells. However, the initial high gas volume and pressure is not favourable for SRP. In order to manage this, flexible AL approach was taken. Gas lift was preferred in the beginning and once the production falls below pre-defined PI and GOR, a conversion to SRP was done. Gas lift proved advantageous in handling solids such as residual proppant and in making sure that the well is free of solids before installing the pump. Continuous gas lift regime adjustments were taken to maximize drawdown. Periodical FBHP surveys were performed to calibrate the single well model for nodal analysis. However, there limitations were present in terms of maximizing the drawdown on one side and the high potential of forming GL induced emulsion on the other side. Horizontal wells with multi-stage fracturing are common field development method for such tight formations. However, in geological conditions of shallow and low temperature environment it represented a significant challenge to achieve fast and sufficient fracture fluid recovery by volume from multiple fractures without deteriorating the proppant pack stability. This paper outlines local solutions and a tailored workflow that were taken to optimize the production performance and give the brown field a second chance. Novel/Additive Information: Overcoming the different production challenges through AL is one of the keys to unlock the reservoir potential for full field re-development. The Magwa and Ostracod formations are unique for stimulation
目的/范围:Magwa和介形虫组是致密且高度裂缝的碳酸盐岩储层。在较浅深度(1600-1800英尺)和低应力条件下,宽、长、导电的支撑裂缝已被证明是提高产量的最有效增产技术。然而,无论在初始阶段(压裂液回收和支撑剂返排风险)还是长期(枯竭、含水率增加、乳化倾向),优化中粘度油(17- 27api比重)的流动都是一个挑战。方法、程序、过程:由于Magwa和Ostracod油藏深度浅、油藏压力低、GOR低,迄今已完成300多口井的人工举升方法一直是抽油杆泵(SRP)。2019年,启动了一个试点再开发项目,通过引入大规模的高容量支撑压裂增产,将产量提高了几倍,从而释放了储层潜力,提高了产能。因此,必须对初始产量和压降进行建模,以确保支撑剂充填的稳定性。利用基于油藏建模、压裂后测试数据和生产历史匹配的开发工作流程,优化了长期人工举升(AL)设计。结果、观察、结论:16口直井和斜井的初步生产结果令人鼓舞,平均90天的产量是现有井的4到8倍。然而,初始的高气体体积和压力不利于SRP。为了解决这个问题,采用了灵活的人工智能方法。一开始首选气举,一旦产量低于预定的PI和GOR,就转换为SRP。事实证明,气举在处理残余支撑剂等固体物质方面具有优势,并且在安装泵之前确保井中没有固体物质。连续调整气举方式以最大限度地降低压降。定期进行FBHP调查,以校准单井模型以进行节点分析。然而,在最大限度地提高一侧的压降和另一侧形成GL诱导乳液的高潜力方面存在局限性。水平井多级压裂是此类致密地层常用的开发方法。然而,在浅层和低温环境的地质条件下,在不破坏支撑剂充填稳定性的情况下,从多个裂缝中实现快速、充分的体积压裂液回收是一个重大挑战。本文概述了当地的解决方案和量身定制的工作流程,以优化生产性能,使棕色油田获得第二次机会。新/附加信息:通过人工智能技术克服不同的生产挑战,是释放油藏潜力进行全油田再开发的关键之一。Magwa和Ostracod地层对于浅深度和储层范围以及与裂缝相关的不确定性的增产应用来说是独一无二的。敏捷灵活的人工智能方法可以充分发挥油井的技术潜力,并将项目转化为油田开发阶段。所获得的经验教训和由此产生的工作流程在全球致密和浅层地层中不断增长的人工智能项目中具有重要价值。
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引用次数: 0
Using Advance Acid Fracturing Design to Increase the Production Efficiency in a HPHT Reservoir: A Success Story from Southern Mexico 采用先进的酸压裂设计提高高温高压油藏的生产效率:墨西哥南部的成功案例
Pub Date : 2021-12-09 DOI: 10.2118/207332-ms
F. Figueroa, Gustavo Mejías, J. Frias, Bonifacio Brito, Diana L. Velázquez, Carmen J. Ramírez, F. Téllez, Juan Briceño, J. Salas, Ángel Olivares, Georgina Olán, Andrés Flores, Jesús Arroyo, John E. Busteed, René Hernández, J. Gonzalez
Enhanced hydrocarbon production in a high-pressure/high-temperature (HP/HT) carbonate reservoir, involves generating highly conductive channels using efficient diversion techniques and custom-designed acid-based fluid systems. Advanced stimulation design includes injection of different reactive fluids, which involves challenges associated with controlling fluid leak-off, implementing optimal diversion techniques, controlling acid reaction rates to withstand high-temperature conditions, and designing appropriate pumping schedules to increase well productivity and sustainability of its production through efficient acid etching and uniform fluid distribution in the pay zone. Laboratory tests such as rock mineralogy, acid etching on core samples and solubility tests on formation cuttings were performed to confirm rock dissolving capability, and to identify stimulation fluids that could generate optimal fracture lengths and maximus etching in the zone of interest while corrosion test was run to ensure corrosion control at HT conditions. After analyzing laboratory tests results, acid fluid systems were selected together with a self-crosslinking acid system for its diversion properties. In addition, customized pumping schedule was constructed using acid fracturing and diverting simulators and based on optimal conductivity/productivity results fluid stages number and sequence, flow rates and acid volumes were selected. The engineered acid treatment generated a network of conductive fractures that resulted in a significant improvement over initial production rate. Diverting agent efficiency was observed during pumping treatment by a 1,300 psi increase in surface pressures when the diverting agent entered the formation. Oil production increased from 648.7 to 3105.89 BPD, and gas production increased from 4.9 to 26.92 MMSCFD. This success results demonstrates that engineering design coupled with laboratory tailor fluids designs, integrated with a flawless execution, are the key to a successful stimulation. This paper describes the details of acidizing technique, treatment design and lessons learned during execution and results.
在高压/高温(HP/HT)碳酸盐岩储层中,提高油气产量需要使用高效的导流技术和定制的酸基流体体系来形成高导流通道。先进的增产设计包括注入不同的反应性流体,其中包括控制流体泄漏、实施最佳导流技术、控制酸反应速率以承受高温条件,以及设计适当的泵送计划,通过有效的酸蚀和均匀的产层流体分布来提高油井产能和可持续性生产。通过岩石矿物学、岩心样品的酸蚀和地层岩屑的溶解度等实验室测试来确认岩石溶解能力,并确定能够在目标区域产生最佳裂缝长度和最大腐蚀的增产液,同时进行腐蚀测试以确保高温条件下的腐蚀控制。在分析了实验室测试结果后,选择了酸液体系和自交联酸体系,以考察其导流性能。此外,利用酸压裂和分流模拟器构建了定制的泵送计划,并根据最佳导流能力/产能结果选择了流体级数和顺序、流速和酸体积。工程酸化处理产生了一个导电性裂缝网络,显著提高了初始产量。在泵送处理过程中,当暂堵剂进入地层时,地面压力增加了1300 psi,从而观察到暂堵剂的效率。石油产量从648.7桶/天增加到3105.89桶/天,天然气产量从4.9百万立方英尺/天增加到26.92万立方英尺/天。这一成功的结果表明,工程设计与实验室定制流体设计相结合,再加上完美的执行,是成功增产的关键。本文详细介绍了酸化技术、处理设计、实施过程中的经验教训和效果。
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引用次数: 0
The Use of 5G Technologies in the Digital Transformation of the Oil/Gas Industry 5G技术在油气行业数字化转型中的应用
Pub Date : 2021-12-09 DOI: 10.2118/207529-ms
Sadik Jadir Al-Jadir
Many oil & gas companies embarked on their Digital Transformation (DX) journeys with rapid adoption of emerging digital technologies. Successful digital transformation initiatives are necessary for Oil/Gas Companies to improve efficiencies, streamline their operations and meet pressing challenges for cost reduction, increased efficiency, and improved safety. Oil & Gas fields and processing facilities require robust and reliable telecommunication infrastructure to support the application of much needed digital technologies. The availability of high-speed connectivity has been a challenge for many Oil/Gas companies operating in remote or hazardous locations. The latest Fifth Generation cellular technology (5 G) addresses such essential Oil/Gas requirements as increased speeds/bandwidths, very low network latencies, ultra-reliable communications, and the capacity to handle large number of users. 5G is designed around following technologies: Small (micro) cells requiring less power,Higher frequencies offering bigger data handling capacities,Cloud and Edge Computing for low network latencies and added security. These 5G design features will enable numerous Oil/Gas applications such as Industrial Robots/Drones, Virtual/Augmented Reality, Video Surveillance with Artificial Intelligence (AI) features (Face Recognition, Object Recognition & intelligent Image processing), Remote Asset Management, Industrial IoT communication between Sensors, Gateways and Device Controllers, Pipeline Leak Detection Systems, Telemetry and SCADA. 5G is therefore poised to be a key enabler in Digital Transformation. The UAE has an advanced telecom infrastructure that offers customers high speed fibre optic connectivity. UAE telecom operators have also been quick to deploy 5G in main cities. Etisalat for example is running a 5G pilot on Das Island with ADNOC Offshore and a major Network Supplier to test potential use cases of the technology in the O&G industry. The push for 5G in O&G will benefit from cooperation between the O&G industry, the telecom operators and technology providers. The role of Governments and the Telecom Regulators can further accelerate adoption through allocation of frequency spectrum to enable 5G Private Network model of deployment. The private network model is crucial for the Oil & Gas industry in view of the special requirements, nature and remoteness of oil and gas installations.
随着新兴数字技术的快速采用,许多油气公司开始了数字化转型(DX)之旅。成功的数字化转型举措对于油气公司提高效率、简化运营、应对降低成本、提高效率和提高安全性的紧迫挑战至关重要。油气田和加工设施需要强大可靠的电信基础设施来支持急需的数字技术的应用。对于许多在偏远或危险地区作业的油气公司来说,高速连接的可用性一直是一个挑战。最新的第五代蜂窝技术(5g)解决了诸如提高速度/带宽、极低的网络延迟、超可靠的通信以及处理大量用户的能力等基本的石油/天然气需求。5G是围绕以下技术设计的:需要更少功率的小型(微型)蜂窝,提供更大数据处理能力的更高频率,低网络延迟和更高安全性的云和边缘计算。这些5G设计功能将支持众多石油/天然气应用,如工业机器人/无人机、虚拟/增强现实、具有人工智能(AI)功能的视频监控(人脸识别、对象识别和智能图像处理)、远程资产管理、传感器、网关和设备控制器之间的工业物联网通信、管道泄漏检测系统、遥测和SCADA。因此,5G将成为数字化转型的关键推动者。阿联酋拥有先进的电信基础设施,为客户提供高速光纤连接。阿联酋电信运营商也迅速在主要城市部署5G。例如,Etisalat正在与ADNOC Offshore和一家主要网络供应商在Das岛上进行5G试点,以测试该技术在油气行业的潜在用例。5G在油气行业的推动将受益于油气行业、电信运营商和技术提供商之间的合作。政府和电信监管机构的作用可以通过频谱分配进一步加速采用,以实现5G专用网络的部署模式。考虑到石油和天然气设施的特殊要求、性质和偏远性,专用网络模式对石油和天然气行业至关重要。
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引用次数: 0
Artificial Intelligence Assisted Well Portfolio Optimization - An Automated Reservoir Management Advisory System to Maximize the Asset Value - Case Study from ADNOC Onshore 人工智能辅助井组合优化——自动化油藏管理咨询系统,实现资产价值最大化——ADNOC陆上案例研究
Pub Date : 2021-12-09 DOI: 10.2118/207274-ms
Subba Ramarao Rachapudi Venkata, N. Reddicharla, S. Alshehhi, Indra Utama, S. A. Al Nuimi, Dávid Gönczi, Oussema Toumi, Eleonora Pechorskaya, Georg Schweiger, Franz Führer
Matured hydrocarbon fields are continuously deteriorating and selection of well interventions turn into critical task with an objective of achieving higher business value. Time consuming simulation models and classical decision-making approach making it difficult to rapidly identify the best underperforming, potential rig and rig-less candidates. Therefore, the objective of this paper is to demonstrate the automated solution with data driven machine learning (ML) & AI assisted workflows to prioritize the intervention opportunities that can deliver higher sustainable oil rate and profitability. The solution consists of establishing a customized database using inputs from various sources including production & completion data, flat files and simulation models. Automation of Data gathering along with technical and economical calculations were implemented to overcome the repetitive and less added value tasks. Second layer of solution includes configuration of tailor-made workflows to conduct the analysis of well performance, logs, output from simulation models (static reservoir model, well models) along with historical events. Further these workflows were combination of current best practices of an integrated assessment of subsurface opportunities through analytical computations along with machine learning driven techniques for ranking the well intervention opportunities with consideration of complexity in implementation. The automated process outcome is a comprehensive list of future well intervention candidates like well conversion to gas lift, water shutoff, stimulation and nitrogen kick-off opportunities. The opportunity ranking is completed with AI assisted supported scoring system that takes input from technical, financial and implementation risk scores. In addition, intuitive dashboards are built and tailored with the involvement of management and engineering departments to track the opportunity maturation process. The advisory system has been implemented and tested in a giant mature field with over 300 wells. The solution identified more techno-economical feasible opportunities within hours instead of weeks or months with reduced risk of failure resulting into an improved economic success rate. The first set of opportunities under implementation and expected a gain of 2.5MM$ with in first one year and expected to have reoccurring gains in subsequent years. The ranked opportunities are incorporated into the business plan, RMP plans and drilling & workover schedule in accordance to field development targets. This advisory system helps in maximizing the profitability and minimizing CAPEX and OPEX. This further maximizes utilization of production optimization models by 30%. Currently the system was implemented in one of ADNOC Onshore field and expected to be scaled to other fields based on consistent value creation. A hybrid approach of physics and machine learning based solution led to the development of automated workflows to identify and
随着成熟油气田的不断恶化,油井干预措施的选择成为实现更高商业价值的关键任务。耗时的仿真模型和经典的决策方法使得难以快速识别表现不佳、潜在钻机和无钻机的候选方案。因此,本文的目的是展示数据驱动机器学习(ML)和人工智能辅助工作流程的自动化解决方案,以优先考虑能够提供更高可持续产油率和盈利能力的干预机会。该解决方案包括建立一个定制的数据库,使用来自各种来源的输入,包括生产和完井数据、平面文件和仿真模型。实现了数据收集的自动化以及技术和经济计算,以克服重复性和低附加值的任务。第二层解决方案包括配置定制的工作流程,用于分析井的性能、日志、模拟模型(静态油藏模型、井模型)的输出以及历史事件。此外,这些工作流程结合了目前通过分析计算综合评估地下机会的最佳实践,以及考虑到实施复杂性的机器学习驱动技术,对修井机会进行排名。自动化过程的结果是一份全面的未来修井候选清单,如转换为气举、关水、增产和注氮的机会。机会排名由人工智能辅助评分系统完成,该系统从技术、财务和实施风险评分中获取输入。此外,在管理和工程部门的参与下,直观的仪表板被构建和定制,以跟踪机会成熟过程。该咨询系统已在一个拥有300多口井的大型成熟油田中实施并进行了测试。该解决方案在数小时内确定了更多技术经济可行的机会,而不是数周或数月,降低了失败的风险,从而提高了经济成功率。第一批机会正在实施中,预计第一年将获得250万美元的收益,并预计在随后的几年中再次获得收益。根据油田开发目标,将排名的机会纳入业务计划、RMP计划以及钻井和修井计划。该咨询系统有助于最大限度地提高盈利能力,最大限度地降低资本支出和运营成本。这进一步将生产优化模型的利用率提高了30%。目前,该系统已在ADNOC的一个陆上油田实施,并有望在持续创造价值的基础上扩展到其他油田。基于物理和机器学习的解决方案的混合方法促进了自动化工作流程的发展,以识别和排序非活动管柱,将井转换为气举候选井和表现不佳的候选井,从而成功地实现了成本优化和产量提高。
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引用次数: 0
Considerations and challenges of qualifying a metal powder bed fusion 3D printing process 确定金属粉末床熔融3D打印工艺的考虑因素和挑战
Pub Date : 2021-12-09 DOI: 10.2118/207628-ms
Ameen Malkawi, S. Ganti, Zahra Aleid, Hussain Sharrofna, Naeem Minhas, Nicholas Barta
This paper discusses the considerations taken into account before printing additively manufactured (AM) parts, the challenges faced during the printing process, and the standards, methods, and techniques by which the parts are qualified for use. We discuss the four major categories of AM powder bed fusion (PBF) qualification process namely feedstock qualification, machine and process qualification, material qualification, and part qualification. We discuss what each of these qualification processes entails and provide suggestions where appropriate. In this paper, the activity and direction within the international standards community to help drive the widespread adoption of AM technology in various industries is also discussed.
本文讨论了在打印增材制造(AM)零件之前要考虑的因素,打印过程中面临的挑战,以及零件合格使用的标准,方法和技术。我们讨论了增材制造粉末床熔合(PBF)鉴定过程的四大类,即原料鉴定、机器和工艺鉴定、材料鉴定和零件鉴定。我们将讨论每一个资格认证过程所需要的内容,并在适当的地方提供建议。在本文中,还讨论了国际标准社区内的活动和方向,以帮助推动增材制造技术在各个行业的广泛采用。
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引用次数: 1
Adding Extra Dimensions for Completion Consideration: Case Studies with Geoengineering, Measurement While Pumping, and Data Mining 为完井考虑增加额外的维度:地球工程、泵送测量和数据挖掘的案例研究
Pub Date : 2021-12-09 DOI: 10.2118/207916-ms
Yuan Liu, L. Mu, Zhengfeng Zhao, Xianwen Li, P. Enkababian
Well completion has evolved rapidly in the past two decades, as multistage completion has become the predominant practice to complete a well in many places. Although innovation in completion tool technology has been continuous in recent years, there are still gaps in the well completion optimization practice. In this paper, we add additional dimensions to well completion technology by incorporating geoengineering, measurement while pumping, and data mining, and we have evidence to show that those additional elements help to improve our understanding, on-site efficiency, and overall performance. Multistage completion optimization is about where and how to complete a well. Different methods were employed in the past, and even with a better-engineered completion design where both reservoir and completion quality are honored, there are still area for improvement. For example, 1) geological properties are not qualitatively utilized in the completion design; 2) real-time operational feedback during the execution phase is inadequate for in-time decisions for completion and fracturing adjustment; 3) the completion-to-well-performance cycle is so long that the learning curve is not fast enough, and too many influential factors are hidden in the details. Three extra dimensions were added to address the improvement areas. Geoengineering adds "space information" in enabling geological properties from a 3D space grid to be projected onto the wellbore as geology quality (GQ) so that the information can be used together with reservoir and completion quality (RQ and CQ) quantitatively to improve the fracturing treatment design. Measurement while pumping (MWP) adds "timely feedback" in that real-time operational feedback—either from the wellbore via high-frequency pressure monitoring or from the target zones via microseismic data in offset horizontal monitoring wells—can help with the completion and fracture diagnosis and decision making on-site. Data mining adds "pattern recognition" in that reservoir and operation data are collected and analyzed to generate a systematic understanding of the reservoir complexity, paving the way for the improved planning of future well completions in the same region. Each of the solutions comes with specific case studies in our work. Geoengineering, MWP, and data mining add three dimensions to the current well completion practice. In our case studies, these approaches have demonstrated the capability to improve the accuracy of the design, increase confidence in the execution, and accelerate the learning curve from evaluation. The extra dimensions added to the current completion practice are essentially space, time, and pattern, and together, they help to define the direction of future innovations for completion optimization.
在过去的二十年里,完井技术发展迅速,在许多地方,多级完井已成为主要的完井方式。尽管近年来完井工具技术不断创新,但在完井优化实践中仍存在差距。在本文中,我们通过结合地球工程、泵送测量和数据挖掘,为完井技术增加了额外的维度,我们有证据表明,这些额外的元素有助于提高我们的理解、现场效率和整体性能。多级完井优化是关于在哪里以及如何完井。过去采用了不同的方法,即使有了更好的完井设计,油藏和完井质量都得到了保证,但仍有改进的空间。例如,1)完井设计中没有定性地利用地质性质;2)执行阶段的实时作业反馈不足以及时做出完井和压裂调整决策;3)完井到产油周期太长,学习曲线不够快,太多影响因素隐藏在细节中。增加了三个额外的维度来解决改进区域。地球工程增加了“空间信息”,可以将三维空间网格中的地质属性作为地质质量(GQ)投影到井筒中,从而可以将这些信息与储层和完井质量(RQ和CQ)定量地结合起来,以改进压裂处理设计。随泵测量(MWP)增加了实时操作反馈的“及时反馈”,无论是通过高频压力监测井筒还是通过邻井水平监测井的微地震数据来自目标区域,都可以帮助完井和压裂诊断以及现场决策。数据挖掘增加了“模式识别”功能,对油藏和作业数据进行收集和分析,从而系统地了解油藏的复杂性,为改进同一地区未来完井的规划铺平道路。在我们的工作中,每个解决方案都有具体的案例研究。地球工程、MWP和数据挖掘为当前的完井实践增加了三个维度。在我们的案例研究中,这些方法已经证明了提高设计准确性、增加执行信心和加速评估学习曲线的能力。当前完井实践中增加的额外维度主要是空间、时间和模式,它们共同有助于确定未来完井优化创新的方向。
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引用次数: 0
期刊
Day 4 Thu, November 18, 2021
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