首页 > 最新文献

Day 4 Thu, November 18, 2021最新文献

英文 中文
Problem-Solving in a Pandemic: How the Creation of a New Workflow Improved the Quality and Timeliness of Remote Core Descriptions 在流行病中解决问题:如何创建新的工作流程提高远程核心描述的质量和及时性
Pub Date : 2021-12-09 DOI: 10.2118/207629-ms
W. Mills, Kate Al Tameemi, Grant Cole, C. Gill, Lucy Manifold, Graeme Petrie, Jonathan Dietz
The COVID-19 pandemic limited global travel and access to core facilities. However, by adopting an innovative remote core description workflow, potential delays to an important reservoir characterisation study were avoided and mitigated. Over c.1700ft of middle Miocene core from an Onshore well in Abu Dhabi was described using high-resolution core photos, CT scans and CCA data. Detailed (1:20ft scale) descriptions of heterogeneous, mixed lithology sediments from a gas reservoir were produced. The aim when developing the workflow was not to try and replicate the process of in-person core description, but to create a workflow that could be executed remotely, whilst maintaining technical standards. Ideally, we wanted to find a solution that also had the potential to improve the overall quality of core description, by integrating more data from the onset. The workflow used a matrix to generate a confidence score for the description of each cored interval. Factors such as core condition were considered, which highly influences the extractable core information. The confidence score was used to make decisions, such as whether an in-person review of the core was necessary, especially where core condition was below a reasonable threshold. This helped prioritise cored intervals for review, ensuring time in the core store was focused, and allowed accuracy and reliability of the remote description to be assessed. The 4-phase workflow is summarised as: Image extraction of white light (WL), ultraviolet (UV) and computed tomography (CT) core images. Digital chart creation, core-to-log shifts and sample selection: Wireline data, CCA data and core images loaded Core images used to determine core-to-log shifts Thin section, SEM and XRD samples selected Remote core description: Conducted using all core imagery, CCA and wireline data Thin section, SEM and XRD data were used to refine the description when they became available A confidence score was given to each cored interval QC and finalization: Using the results from phase 3, a selection of cored intervals for in-person review was made. Intervals included those with a poor match between remote description and petrographic data, or areas with a low confidence score. Following the review, charts were finalised and quality-checked for data export Using this workflow, ensured work on an important study could continue during the pandemic. Such an approach has continued value for future studies as it increases efficiency and accounts for more data to be considered in core description prior to viewing the core in-person; it has been used on recent studies with great success. Another benefit to this approach is that less time in the core store is required, reducing potential HSE risks and helping to manage core store availability in busy facilities.
COVID-19大流行限制了全球旅行和使用核心设施。然而,通过采用创新的远程岩心描述工作流程,可以避免和减轻重要储层表征研究的潜在延迟。利用高分辨率岩心照片、CT扫描和CCA数据,对阿布扎比陆上一口井中新世中期超过1700英尺的岩心进行了描述。对气藏的非均质、混合岩性沉积物进行了详细(1:20ft比例尺)描述。开发工作流的目的不是试图复制现场核心描述的过程,而是创建一个可以远程执行的工作流,同时保持技术标准。理想情况下,我们希望找到一种解决方案,通过从一开始就整合更多的数据,从而有可能提高核心描述的整体质量。该工作流使用矩阵为每个芯层的描述生成置信度分数。岩心条件等因素对岩心信息的提取影响很大。置信度评分用于决策,例如是否有必要对核心进行亲自审查,特别是在核心条件低于合理阈值的情况下。这有助于优先考虑审查的核心间隔,确保核心存储的时间集中,并允许评估远程描述的准确性和可靠性。四阶段工作流程总结为:白光(WL),紫外线(UV)和计算机断层扫描(CT)核心图像的图像提取。数字图表创建、岩心到测井曲线的位移和样本选择:电缆数据、CCA数据和岩心图像加载的岩心图像用于确定岩心到测井曲线的位移所选择的薄片、SEM和XRD样本远程岩心描述:使用所有岩心图像、CCA和电缆数据进行远程岩心描述,薄片、SEM和XRD数据用于在可用时对描述进行细化。使用阶段3的结果,选择核心间隔进行亲自审查。区间包括那些远程描述与岩石学数据不匹配的区域,或者置信度较低的区域。审查结束后,最终确定了图表并对数据导出进行了质量检查。使用这一工作流程,可确保在大流行期间继续开展重要研究工作。这种方法对未来的研究具有持续的价值,因为它提高了效率,并且在亲自查看岩心之前,在岩心描述中考虑了更多的数据;它已被用于最近的研究,取得了巨大的成功。这种方法的另一个好处是减少了在核心仓库的时间,降低了潜在的HSE风险,并有助于管理繁忙设施中的核心仓库可用性。
{"title":"Problem-Solving in a Pandemic: How the Creation of a New Workflow Improved the Quality and Timeliness of Remote Core Descriptions","authors":"W. Mills, Kate Al Tameemi, Grant Cole, C. Gill, Lucy Manifold, Graeme Petrie, Jonathan Dietz","doi":"10.2118/207629-ms","DOIUrl":"https://doi.org/10.2118/207629-ms","url":null,"abstract":"\u0000 The COVID-19 pandemic limited global travel and access to core facilities. However, by adopting an innovative remote core description workflow, potential delays to an important reservoir characterisation study were avoided and mitigated.\u0000 Over c.1700ft of middle Miocene core from an Onshore well in Abu Dhabi was described using high-resolution core photos, CT scans and CCA data. Detailed (1:20ft scale) descriptions of heterogeneous, mixed lithology sediments from a gas reservoir were produced.\u0000 The aim when developing the workflow was not to try and replicate the process of in-person core description, but to create a workflow that could be executed remotely, whilst maintaining technical standards. Ideally, we wanted to find a solution that also had the potential to improve the overall quality of core description, by integrating more data from the onset.\u0000 The workflow used a matrix to generate a confidence score for the description of each cored interval. Factors such as core condition were considered, which highly influences the extractable core information. The confidence score was used to make decisions, such as whether an in-person review of the core was necessary, especially where core condition was below a reasonable threshold. This helped prioritise cored intervals for review, ensuring time in the core store was focused, and allowed accuracy and reliability of the remote description to be assessed.\u0000 The 4-phase workflow is summarised as:\u0000 Image extraction of white light (WL), ultraviolet (UV) and computed tomography (CT) core images. Digital chart creation, core-to-log shifts and sample selection: Wireline data, CCA data and core images loaded Core images used to determine core-to-log shifts Thin section, SEM and XRD samples selected Remote core description: Conducted using all core imagery, CCA and wireline data Thin section, SEM and XRD data were used to refine the description when they became available A confidence score was given to each cored interval QC and finalization: Using the results from phase 3, a selection of cored intervals for in-person review was made. Intervals included those with a poor match between remote description and petrographic data, or areas with a low confidence score. Following the review, charts were finalised and quality-checked for data export\u0000 Using this workflow, ensured work on an important study could continue during the pandemic. Such an approach has continued value for future studies as it increases efficiency and accounts for more data to be considered in core description prior to viewing the core in-person; it has been used on recent studies with great success.\u0000 Another benefit to this approach is that less time in the core store is required, reducing potential HSE risks and helping to manage core store availability in busy facilities.","PeriodicalId":10981,"journal":{"name":"Day 4 Thu, November 18, 2021","volume":"26 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78239643","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Deep Penetration Resin Systems Overcome Annular Gas Migration: Case History 深穿透树脂系统克服环空气体迁移:案例历史
Pub Date : 2021-12-09 DOI: 10.2118/207221-ms
Juan Manuel Arroyave, J. L. Paredes, Fabian Castro, Jhon Rubiano, Carlos Gandara, Miguel Molano, German A. Cotes, Marino Ríos, Guillermo Sanchez
Well Integrity is a critical compliance requirement during oil and gas operations. Abandonment procedures must ensure that all hydrocarbon sources are properly isolated and effective barriers are placed. This paper describes the use of resin systems to isolate annular gas migration identified during the Obiwan – 1 well abandonment in Colombia. The main challenge was to select and design fluid systems capable to fill tight spaces and isolate the annular channel. Resin systems are high-strength, elastic polymers which act as dependable barriers to isolate fluid flow. They can be designed as a solid-free, pure liquid or may contain solids (cement with a formulated percent of resin). Solid-free formulations are ideal for remedial operations, such as isolating annular gas. Acoustic logging enabled identification of the influx zones. Annular isolation was achieved by executing two cementing remedial operations using the bradenhead squeeze technique. A tailored resin system was selected to deliver the proper barrier addressing the influx zones after injectivity tests were performed in each interval. For the first intervention a solids-free resin system was used, and for the second one a resin-cement composite system was applied. During cementing remedial operations, it was determined that the resin systems were able to achieve deep penetration into the channels more readily and form a seal. The correct system was selected for each case, and during execution, the required volume was injected to intersect and properly isolate the annular gas channel. As a result, the tailored resin systems isolated the gas channel eliminating annular pressure and gas migration to surface. In addition, a post remedial operation acoustic log indicated that the influx zones were successfully isolated. Well abandonment was accomplished according to country regulatory requirements and delivered dependable barriers both annular and interior pipe sections. Use of resin to repair channels of this type exhibited a higher success rate and improved reliability in comparison to conventional particulate-laden fluids, which helps to decrease costs for additional remedial treatments.
在油气作业中,井筒完整性是一项关键的合规要求。弃井程序必须确保所有烃源都被正确隔离,并设置有效屏障。本文介绍了在哥伦比亚Obiwan - 1井弃井过程中使用树脂系统隔离环空气体运移的情况。主要的挑战是选择和设计能够填充狭窄空间并隔离环空通道的流体系统。树脂体系是一种高强度、弹性的聚合物,可作为隔离流体流动的可靠屏障。它们可以设计成不含固体的纯液体,也可以含有固体(按规定百分比添加树脂的水泥)。无固体配方是补救作业的理想选择,例如隔离环空气体。声波测井能够识别流入层。通过使用bradenhead挤压技术进行两次固井补救作业,实现了环空隔离。在每个井段进行注入性测试后,选择了定制的树脂系统,以提供适当的屏障,解决流入区域。第一次修井采用无固相树脂体系,第二次修井采用树脂-水泥复合体系。在固井补救作业中,研究人员确定树脂体系能够更容易地深入通道并形成密封。针对每种情况选择了正确的系统,并在执行过程中注入所需的体积以交叉并适当隔离环空气体通道。因此,定制的树脂系统隔离了气体通道,消除了环空压力和气体向地面的运移。此外,修复后的声波测井表明,井涌层被成功隔离。弃井作业是根据国家法规要求完成的,并在环空和内管段提供了可靠的屏障。与传统的颗粒流体相比,使用树脂修复这种类型的通道具有更高的成功率和更高的可靠性,这有助于降低额外补救措施的成本。
{"title":"Deep Penetration Resin Systems Overcome Annular Gas Migration: Case History","authors":"Juan Manuel Arroyave, J. L. Paredes, Fabian Castro, Jhon Rubiano, Carlos Gandara, Miguel Molano, German A. Cotes, Marino Ríos, Guillermo Sanchez","doi":"10.2118/207221-ms","DOIUrl":"https://doi.org/10.2118/207221-ms","url":null,"abstract":"\u0000 Well Integrity is a critical compliance requirement during oil and gas operations. Abandonment procedures must ensure that all hydrocarbon sources are properly isolated and effective barriers are placed.\u0000 This paper describes the use of resin systems to isolate annular gas migration identified during the Obiwan – 1 well abandonment in Colombia. The main challenge was to select and design fluid systems capable to fill tight spaces and isolate the annular channel.\u0000 Resin systems are high-strength, elastic polymers which act as dependable barriers to isolate fluid flow. They can be designed as a solid-free, pure liquid or may contain solids (cement with a formulated percent of resin). Solid-free formulations are ideal for remedial operations, such as isolating annular gas.\u0000 Acoustic logging enabled identification of the influx zones. Annular isolation was achieved by executing two cementing remedial operations using the bradenhead squeeze technique. A tailored resin system was selected to deliver the proper barrier addressing the influx zones after injectivity tests were performed in each interval. For the first intervention a solids-free resin system was used, and for the second one a resin-cement composite system was applied.\u0000 During cementing remedial operations, it was determined that the resin systems were able to achieve deep penetration into the channels more readily and form a seal. The correct system was selected for each case, and during execution, the required volume was injected to intersect and properly isolate the annular gas channel.\u0000 As a result, the tailored resin systems isolated the gas channel eliminating annular pressure and gas migration to surface. In addition, a post remedial operation acoustic log indicated that the influx zones were successfully isolated. Well abandonment was accomplished according to country regulatory requirements and delivered dependable barriers both annular and interior pipe sections.\u0000 Use of resin to repair channels of this type exhibited a higher success rate and improved reliability in comparison to conventional particulate-laden fluids, which helps to decrease costs for additional remedial treatments.","PeriodicalId":10981,"journal":{"name":"Day 4 Thu, November 18, 2021","volume":"26 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80049773","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Managing Drilling Real-Time Center Remotely Amid Covid-19 Pandemic in Compliance to 100% HSE 在Covid-19大流行期间远程管理钻井实时中心,符合100% HSE要求
Pub Date : 2021-12-09 DOI: 10.2118/208153-ms
F. L. Landaeta Rivas, M. Cotten, P. Bimastianto, S. Khambete, S. A. Al Ameri, Erwan Couzigou, A. Al-Marzouqi, Wiliem Pausin, Nadeem Hidayat Ullah, Ahsan Qadir
COVID-19 pandemic shifted the conventional working paradigms, forcing an accelerated adaptability to remote working, ensuring the wellbeing of the employees without sacrificing the effectiveness, in compliance to 100% HSE. To overcome this challenge, Drilling Real Time Operations Center (RTOC) transformed the conventional Monitoring Onsite Hub into a full virtual collaborative remote center operated from each individual's place. This paper describes how RTOC successfully, continued to support drilling operations off-site through secure portal during work-from-home period. RTOC ensured to have the sufficient connectivity resources and security protocols to access the IT company environment and execute the tasks at the same productivity level, as operating from the hub. The platform design involved virtual machine remoting in an integrated communication environment, in synergy with the conventional ways of communication. Several data access points were developed to ensure an unstoppable link between operational teams and the data deliverables. To grantee productivity, KPIs were established and closely monitored, e.g. active rigs count, connectivity issues, software support, real-time drilling performance reporting, engineering computations, with continuous quality audits. Despite several challenges at start due to change in the nature of the work, RTOC successfully overcame the difficulties by having proper procedures and infrastructure in place. The virtual collaborative environment allowed the team to operate the center remotely and meet the targets for deliverables. Defining a clear communication protocol created efficiency when addressing data aggregation problems. As a result, RTOC was able to maintain the resolution time for data aggregation issues and continue to produce drilling performance reports within time. RTOC launched a mobile application for drilling real-time monitoring to support user mobility prior to the mandate of work-from-home policy. RTOC continued to support drilling operations during work-from-home period by providing real-time computations for drilling operations, doing real-time interactions for drilling events and introducing data analytics platform for users to analyze drilling performance. In summary, systematic implementation of the workflows and following clear chain of command have proven to be effective in ensuring business continuity of RTOC. Building trust and respect helped boost the morale and productivity of the team while ensuring their safety and wellbeing. The pandemic has been, indeed, a tough period for the world but the shift of working lifestyle was indeed a unique experience. It broadened the horizon for RTOC to develop advanced collaboration tools and upgrade the infrastructure to be future-ready for higher mobility. This novelty can also be adopted as standard procedure for Emergency Response Plan.
2019冠状病毒病大流行改变了传统的工作模式,迫使企业加速适应远程工作,在不牺牲效率的情况下确保员工的健康,100%符合HSE要求。为了克服这一挑战,钻井实时操作中心(RTOC)将传统的现场监控中心转变为一个完全虚拟的协作远程中心,每个人都可以在自己的位置进行操作。本文描述了RTOC是如何在在家工作期间通过安全门户成功地持续支持现场以外的钻井作业的。RTOC确保有足够的连接资源和安全协议来访问IT公司环境,并以与从集线器操作相同的生产力级别执行任务。平台设计涉及集成通信环境中的虚拟机远程控制,并与传统通信方式协同工作。开发了几个数据接入点,以确保业务团队与可交付数据之间的不可阻挡的联系。为了保证生产效率,建立并密切监控kpi,例如活跃钻机数量、连接问题、软件支持、实时钻井性能报告、工程计算,以及持续的质量审计。尽管由于工作性质的变化,RTOC在开始时遇到了一些挑战,但通过适当的程序和基础设施,RTOC成功地克服了困难。虚拟协作环境允许团队远程操作中心,并满足可交付成果的目标。定义明确的通信协议可以在处理数据聚合问题时提高效率。因此,RTOC能够保持数据聚合问题的解决时间,并继续及时生成钻井性能报告。RTOC推出了一款用于钻井实时监控的移动应用程序,以支持用户在家庭工作政策实施之前的移动性。通过为钻井作业提供实时计算,为钻井事件进行实时交互,并为用户提供数据分析平台,RTOC继续支持在家工作期间的钻井作业。综上所述,系统地实施工作流程和遵循明确的指挥链已被证明是确保RTOC业务连续性的有效方法。建立信任和尊重有助于提高团队的士气和生产力,同时确保他们的安全和福祉。这场大流行确实是世界的艰难时期,但工作方式的转变确实是一种独特的经历。它拓宽了RTOC开发先进协作工具和升级基础设施的视野,为未来更高的移动性做好准备。这种新颖性也可以作为应急响应计划的标准程序。
{"title":"Managing Drilling Real-Time Center Remotely Amid Covid-19 Pandemic in Compliance to 100% HSE","authors":"F. L. Landaeta Rivas, M. Cotten, P. Bimastianto, S. Khambete, S. A. Al Ameri, Erwan Couzigou, A. Al-Marzouqi, Wiliem Pausin, Nadeem Hidayat Ullah, Ahsan Qadir","doi":"10.2118/208153-ms","DOIUrl":"https://doi.org/10.2118/208153-ms","url":null,"abstract":"\u0000 COVID-19 pandemic shifted the conventional working paradigms, forcing an accelerated adaptability to remote working, ensuring the wellbeing of the employees without sacrificing the effectiveness, in compliance to 100% HSE. To overcome this challenge, Drilling Real Time Operations Center (RTOC) transformed the conventional Monitoring Onsite Hub into a full virtual collaborative remote center operated from each individual's place. This paper describes how RTOC successfully, continued to support drilling operations off-site through secure portal during work-from-home period.\u0000 RTOC ensured to have the sufficient connectivity resources and security protocols to access the IT company environment and execute the tasks at the same productivity level, as operating from the hub.\u0000 The platform design involved virtual machine remoting in an integrated communication environment, in synergy with the conventional ways of communication. Several data access points were developed to ensure an unstoppable link between operational teams and the data deliverables.\u0000 To grantee productivity, KPIs were established and closely monitored, e.g. active rigs count, connectivity issues, software support, real-time drilling performance reporting, engineering computations, with continuous quality audits.\u0000 Despite several challenges at start due to change in the nature of the work, RTOC successfully overcame the difficulties by having proper procedures and infrastructure in place. The virtual collaborative environment allowed the team to operate the center remotely and meet the targets for deliverables. Defining a clear communication protocol created efficiency when addressing data aggregation problems. As a result, RTOC was able to maintain the resolution time for data aggregation issues and continue to produce drilling performance reports within time.\u0000 RTOC launched a mobile application for drilling real-time monitoring to support user mobility prior to the mandate of work-from-home policy. RTOC continued to support drilling operations during work-from-home period by providing real-time computations for drilling operations, doing real-time interactions for drilling events and introducing data analytics platform for users to analyze drilling performance.\u0000 In summary, systematic implementation of the workflows and following clear chain of command have proven to be effective in ensuring business continuity of RTOC. Building trust and respect helped boost the morale and productivity of the team while ensuring their safety and wellbeing.\u0000 The pandemic has been, indeed, a tough period for the world but the shift of working lifestyle was indeed a unique experience. It broadened the horizon for RTOC to develop advanced collaboration tools and upgrade the infrastructure to be future-ready for higher mobility. This novelty can also be adopted as standard procedure for Emergency Response Plan.","PeriodicalId":10981,"journal":{"name":"Day 4 Thu, November 18, 2021","volume":"33 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81595693","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Integrating Laboratory Testing and Numerical Modelling for a Giant Maturing Carbonate Field in UAE — II. Coupled Geomechanical Modelling of Stacked Reservoir Intervals 阿联酋大型成熟碳酸盐岩油田综合实验室测试与数值模拟。叠储层层段耦合地质力学建模
Pub Date : 2021-12-09 DOI: 10.2118/207729-ms
A. Noufal, G. Nasreldin, F. Al-Jenaibi, Joel W. Martin, J. Guerra, Hani Al Sahn, E. Muniz, Safdar Khan, Abdulla M. Shehab
A mature field located in a gently dipping structure onshore Abu Dhabi has multiple stacked oil and gas reservoirs experiencing different levels of depletion. The average reservoir pressure in some of these intervals had declined from the early production years to the present day by more than 2000 psi. Coupled geomechanical modelling is, therefore, of the greatest value to predict the stress paths in producing reservoir units, using the concept of effective stress. This paper examines the implications for long-term field management—focusing primarily on estimating the potential for reservoir compaction and predicting field subsidence. This paper takes the work reported in Noufal et al. (2020) one step further by integrating the results of a comprehensive geomechanical laboratory characterization study designed to assess the potential geomechanical changes in the stacked reservoirs from pre-production conditions to abandonment. This paper adopts a geomechanical modelling approach integrating a wide array of data—including prestack seismic inversion outputs and dynamic reservoir simulation results. This study comprised four phases. After the completion of rock mechanics testing, the first modelling phase examined geomechanics on a fine scale around individual wells. The goal of the second phase was to build 4D mechanical earth models (4D MEMs) by incorporating 14 reservoir models—resulting in one of the largest 4D MEMs ever built worldwide. The third phase involved determining the present-day stress state—matching calibrated post-production 1D MEMs and interpreted stress features. Lastly, the resulting model was used for field management and formation stimulation applications. The 4D geomechanical modelling results indicated stress changes in the order of several MPa in magnitude compared with the pre-production stress state, and some changes in stress orientations, especially in the vicinity of faults. This was validated using well images and direct stress measurements, indicating the ability of the 4D MEM to capture the changes in stress magnitudes and orientations caused by depletion. In the computed results, the 4D MEM captures the onset of pore collapse and its accelerating response as observed in the laboratory tests conducted on cores taken from different reservoir units. Pore collapse is predicted in later production years in areas with high porosity, and it is localized. The model highlights the influence of stress changes on porosity and permeability changes over time, thus providing insights into the planning of infill drilling and water injection. Qualitatively, the results provide invaluable insights into delineating potential sweet spots for stimulation by hydraulic fracturing.
阿布扎比有一个成熟的油田,位于一个平缓倾斜的构造中,有多个堆叠的油气藏,经历着不同程度的枯竭。其中一些层段的平均储层压力从生产初期到现在已经下降了2000 psi以上。因此,耦合地质力学建模对于利用有效应力的概念预测生产储层单元的应力路径具有最大的价值。本文探讨了对长期现场管理的影响,主要侧重于估计储层压实潜力和预测现场沉降。本文在Noufal等人(2020)报告的基础上更进一步,整合了一项综合地质力学实验室表征研究的结果,该研究旨在评估叠层油藏从生产前到废弃的潜在地质力学变化。本文采用了一种地质力学建模方法,综合了广泛的数据,包括叠前地震反演输出和动态油藏模拟结果。本研究分为四个阶段。在完成岩石力学测试后,第一个建模阶段在单井周围的精细尺度上检查了地质力学。第二阶段的目标是通过整合14个储层模型来构建4D机械地球模型(4D MEMs),从而成为世界上最大的4D MEMs之一。第三阶段涉及确定当前应力状态匹配校准后生产1D MEMs和解释应力特征。最后,将得到的模型用于现场管理和地层增产应用。四维地质力学模拟结果表明,与生产前的应力状态相比,应力状态发生了数MPa量级的变化,并且应力方向发生了一些变化,特别是在断层附近。通过井图和直接应力测量验证了这一点,表明4D MEM能够捕捉到枯竭引起的应力大小和方向的变化。在计算结果中,通过对取自不同储层单元的岩心进行的实验室测试,4D MEM捕捉到了孔隙崩塌的开始及其加速响应。预测孔隙度高的地区在生产后期会发生孔隙坍缩,并且是局部化的。该模型突出了应力变化对孔隙度和渗透率随时间变化的影响,从而为充填钻井和注水规划提供了见解。从质量上讲,该结果为描述水力压裂增产的潜在甜点提供了宝贵的见解。
{"title":"Integrating Laboratory Testing and Numerical Modelling for a Giant Maturing Carbonate Field in UAE — II. Coupled Geomechanical Modelling of Stacked Reservoir Intervals","authors":"A. Noufal, G. Nasreldin, F. Al-Jenaibi, Joel W. Martin, J. Guerra, Hani Al Sahn, E. Muniz, Safdar Khan, Abdulla M. Shehab","doi":"10.2118/207729-ms","DOIUrl":"https://doi.org/10.2118/207729-ms","url":null,"abstract":"\u0000 A mature field located in a gently dipping structure onshore Abu Dhabi has multiple stacked oil and gas reservoirs experiencing different levels of depletion. The average reservoir pressure in some of these intervals had declined from the early production years to the present day by more than 2000 psi. Coupled geomechanical modelling is, therefore, of the greatest value to predict the stress paths in producing reservoir units, using the concept of effective stress. This paper examines the implications for long-term field management—focusing primarily on estimating the potential for reservoir compaction and predicting field subsidence.\u0000 This paper takes the work reported in Noufal et al. (2020) one step further by integrating the results of a comprehensive geomechanical laboratory characterization study designed to assess the potential geomechanical changes in the stacked reservoirs from pre-production conditions to abandonment. This paper adopts a geomechanical modelling approach integrating a wide array of data—including prestack seismic inversion outputs and dynamic reservoir simulation results. This study comprised four phases. After the completion of rock mechanics testing, the first modelling phase examined geomechanics on a fine scale around individual wells. The goal of the second phase was to build 4D mechanical earth models (4D MEMs) by incorporating 14 reservoir models—resulting in one of the largest 4D MEMs ever built worldwide. The third phase involved determining the present-day stress state—matching calibrated post-production 1D MEMs and interpreted stress features. Lastly, the resulting model was used for field management and formation stimulation applications.\u0000 The 4D geomechanical modelling results indicated stress changes in the order of several MPa in magnitude compared with the pre-production stress state, and some changes in stress orientations, especially in the vicinity of faults. This was validated using well images and direct stress measurements, indicating the ability of the 4D MEM to capture the changes in stress magnitudes and orientations caused by depletion. In the computed results, the 4D MEM captures the onset of pore collapse and its accelerating response as observed in the laboratory tests conducted on cores taken from different reservoir units. Pore collapse is predicted in later production years in areas with high porosity, and it is localized. The model highlights the influence of stress changes on porosity and permeability changes over time, thus providing insights into the planning of infill drilling and water injection. Qualitatively, the results provide invaluable insights into delineating potential sweet spots for stimulation by hydraulic fracturing.","PeriodicalId":10981,"journal":{"name":"Day 4 Thu, November 18, 2021","volume":"130 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85761556","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Novel Method to Determine the Drilling Fluid Density for Gypsum-Salt Layer 测定石膏盐层钻井液密度的新方法
Pub Date : 2021-12-09 DOI: 10.2118/208099-ms
Jitong Liu, Wanjun Li, Haiqiu Zhou, Y. Gu, Fuhua Jiang, Guobin Zhang, Shiying Zhou, Hai-Xiang Liu, Chao Liao, Shengqiang Wang, Zhifeng Zhou
The reservoir underneath the salt bed usually has high formation pressure and large production rate. However, downhole complexities such as wellbore shrinkage, stuck pipe, casing deformation and brine crystallization prone to occur in the drilling and completion of the salt bed. The drilling safety is affected and may lead to the failure of drilling to the target reservoir. The drilling fluid density is the key factor to maintain the salt bed’s wellbore stability. The in-situ stress of the composite salt bed (gypsum-salt -gypsum-salt-gypsum) is usually uneven distributed. Creep deformation and wellbore shrinkage affect each other within layers. The wellbore stability is difficult to maintain. Limited theorical reference existed for drilling fluid density selection to mitigate the borehole shrinkage in the composite gypsum-salt layers. This paper established a composite gypsum-salt model based on the rock mechanism and experiments, and a safe-drilling density selection layout is formed to solve the borehole shrinkage problem. This study provides fundamental basis for drilling fluid density selection for gypsum-salt layers. The experiment results show that, with the same drilling fluid density, the borehole shrinkage rate of the minimum horizontal in-situ stress azimuth is higher than that of the maximum horizontal in-situ stress azimuth. However, the borehole shrinkage rate of the gypsum layer is higher than salt layer. The hydration expansion of the gypsum is the dominant reason for the shrinkage of the composite salt-gypsum layer. In order to mitigate the borehole diameter reduction, the drilling fluid density is determined that can lower the creep rate less than 0.001, as a result, the borehole shrinkage of salt-gypsum layer is slowed. At the same time, it is necessary to improve the salinity, filter loss and plugging ability of the drilling fluid to inhibit the creep of the soft shale formation. The research results provide technical support for the safe drilling of composite salt-gypsum layers. This achievement has been applied to 135 wells in the Amu Darya, which completely solved the of wellbore shrinkage problem caused by salt rock creep. Complexities such as stuck string and well abandonment due to high-pressure brine crystallization are eliminated. The drilling cycle is shortened by 21% and the drilling costs is reduced by 15%.
盐层下储层通常具有地层压力大、产量大的特点。然而,在盐层的钻完井过程中,容易出现井眼收缩、卡钻、套管变形和盐水结晶等井下复杂问题。影响钻井安全,并可能导致钻进目标储层失败。钻井液密度是维持盐层井筒稳定性的关键因素。石膏-盐-石膏-盐-石膏复合盐层的地应力通常分布不均匀。层内蠕变变形与井筒收缩相互影响。井筒稳定性难以维持。在膏盐复合地层中,钻井液密度的选择对于缓解井眼收缩的理论参考是有限的。基于岩石机理和试验,建立了石膏-盐复合模型,形成了解决钻孔收缩问题的安全钻孔密度选择布置图。该研究为膏盐层钻井液密度的选择提供了依据。实验结果表明,在钻井液密度相同的情况下,最小水平地应力方位角的钻孔收缩率高于最大水平地应力方位角的钻孔收缩率。但石膏层钻孔收缩率高于盐层。石膏的水化膨胀是盐-石膏复合层收缩的主要原因。为了减缓井径的减小,确定了能使蠕变速率降低小于0.001的钻井液密度,从而减缓了盐石膏层的井径收缩。同时,必须提高钻井液的矿化度、滤失和封堵能力,以抑制软页岩地层的蠕变。研究结果为盐-石膏复合层的安全钻井提供了技术支持。该成果已应用于阿姆河流域135口井,彻底解决了盐岩蠕变引起的井筒收缩问题。消除了高压盐水结晶导致的钻柱卡钻和弃井等复杂问题。钻井周期缩短21%,钻井成本降低15%。
{"title":"A Novel Method to Determine the Drilling Fluid Density for Gypsum-Salt Layer","authors":"Jitong Liu, Wanjun Li, Haiqiu Zhou, Y. Gu, Fuhua Jiang, Guobin Zhang, Shiying Zhou, Hai-Xiang Liu, Chao Liao, Shengqiang Wang, Zhifeng Zhou","doi":"10.2118/208099-ms","DOIUrl":"https://doi.org/10.2118/208099-ms","url":null,"abstract":"\u0000 The reservoir underneath the salt bed usually has high formation pressure and large production rate. However, downhole complexities such as wellbore shrinkage, stuck pipe, casing deformation and brine crystallization prone to occur in the drilling and completion of the salt bed. The drilling safety is affected and may lead to the failure of drilling to the target reservoir. The drilling fluid density is the key factor to maintain the salt bed’s wellbore stability.\u0000 The in-situ stress of the composite salt bed (gypsum-salt -gypsum-salt-gypsum) is usually uneven distributed. Creep deformation and wellbore shrinkage affect each other within layers. The wellbore stability is difficult to maintain. Limited theorical reference existed for drilling fluid density selection to mitigate the borehole shrinkage in the composite gypsum-salt layers. This paper established a composite gypsum-salt model based on the rock mechanism and experiments, and a safe-drilling density selection layout is formed to solve the borehole shrinkage problem. This study provides fundamental basis for drilling fluid density selection for gypsum-salt layers.\u0000 The experiment results show that, with the same drilling fluid density, the borehole shrinkage rate of the minimum horizontal in-situ stress azimuth is higher than that of the maximum horizontal in-situ stress azimuth. However, the borehole shrinkage rate of the gypsum layer is higher than salt layer. The hydration expansion of the gypsum is the dominant reason for the shrinkage of the composite salt-gypsum layer. In order to mitigate the borehole diameter reduction, the drilling fluid density is determined that can lower the creep rate less than 0.001, as a result, the borehole shrinkage of salt-gypsum layer is slowed. At the same time, it is necessary to improve the salinity, filter loss and plugging ability of the drilling fluid to inhibit the creep of the soft shale formation. The research results provide technical support for the safe drilling of composite salt-gypsum layers.\u0000 This achievement has been applied to 135 wells in the Amu Darya, which completely solved the of wellbore shrinkage problem caused by salt rock creep. Complexities such as stuck string and well abandonment due to high-pressure brine crystallization are eliminated. The drilling cycle is shortened by 21% and the drilling costs is reduced by 15%.","PeriodicalId":10981,"journal":{"name":"Day 4 Thu, November 18, 2021","volume":"84 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77153086","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Halaqa: preparing a culture of success for young professionals 哈拉卡:为年轻的专业人士准备成功的文化
Pub Date : 2021-12-09 DOI: 10.2118/207378-ms
Hanin Rashid Al Kiyumi
This paper discusses "Halaqa", which aims to create a culture of learning by sharing experiences in sessions where people interact with one another and encouraging the free flow of ideas among the teams. This inspires young professionals to enhance the learning curve, seek new ideas and develop a culture of creative problem-solving pathways. As a definition, "Halaqa" is a platform for sharing ideas and experiences. The session is planned bi-weekly targeting young professionals in the Petroleum Engineering function. The topic of the session can be presented by (i) a senior or an experienced professional as a part of coaching or (ii) a young professional as a knowledge sharing methodology. The sessions are interactive allowing open discussions for the deeply inquisitive minds. The sessions also provide support with unpacking complex and sticky issues, helping young professionals to replicate the best practices for the efficient and effective delivery of the project. Each session usually takes about an hour including discussions and the points are documented properly for the retention of knowledge. "Halaqa" is a new concept in the asset and has the potential to be replicated in the entire organization. The uniqueness comes from the fact that it provides a platform to interact and collaborate to pursue common objectives. The relationships that are created through these interactions are crucial as far as the learning of young professionals is concerned.
本文讨论了“Halaqa”,它旨在通过在会议中分享经验来创造一种学习文化,在会议中人们彼此互动,并鼓励团队之间的思想自由流动。这激励年轻的专业人士提高学习曲线,寻求新的想法和发展创造性的解决问题的途径文化。从定义上讲,“Halaqa”是一个分享想法和经验的平台。该课程计划每两周举办一次,针对石油工程领域的年轻专业人士。会议的主题可以由(i)资深或有经验的专业人士作为指导的一部分或(ii)年轻专业人士作为知识共享方法提出。会议是互动的,允许开放讨论的深度好奇的头脑。会议还为解决复杂和棘手的问题提供支持,帮助年轻的专业人员复制最佳实践,以实现高效和有效的项目交付。每次会议通常需要一个小时左右,包括讨论,并将要点适当地记录下来,以保留知识。“Halaqa”是资产中的一个新概念,有可能在整个组织中复制。它的独特之处在于它提供了一个互动和协作的平台,以实现共同的目标。就年轻专业人员的学习而言,通过这些互动建立的关系至关重要。
{"title":"Halaqa: preparing a culture of success for young professionals","authors":"Hanin Rashid Al Kiyumi","doi":"10.2118/207378-ms","DOIUrl":"https://doi.org/10.2118/207378-ms","url":null,"abstract":"\u0000 This paper discusses \"Halaqa\", which aims to create a culture of learning by sharing experiences in sessions where people interact with one another and encouraging the free flow of ideas among the teams. This inspires young professionals to enhance the learning curve, seek new ideas and develop a culture of creative problem-solving pathways.\u0000 As a definition, \"Halaqa\" is a platform for sharing ideas and experiences. The session is planned bi-weekly targeting young professionals in the Petroleum Engineering function. The topic of the session can be presented by (i) a senior or an experienced professional as a part of coaching or (ii) a young professional as a knowledge sharing methodology. The sessions are interactive allowing open discussions for the deeply inquisitive minds. The sessions also provide support with unpacking complex and sticky issues, helping young professionals to replicate the best practices for the efficient and effective delivery of the project. Each session usually takes about an hour including discussions and the points are documented properly for the retention of knowledge.\u0000 \"Halaqa\" is a new concept in the asset and has the potential to be replicated in the entire organization. The uniqueness comes from the fact that it provides a platform to interact and collaborate to pursue common objectives. The relationships that are created through these interactions are crucial as far as the learning of young professionals is concerned.","PeriodicalId":10981,"journal":{"name":"Day 4 Thu, November 18, 2021","volume":"77 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80984997","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Service Exchange or Major Overhaul. Which Philosophy to Implement for Gas Turbine 服务交换或大修。燃气轮机应该采用哪种理念
Pub Date : 2021-12-09 DOI: 10.2118/208221-ms
K. M. Youssef
Maintenance costs and machine availability are two of the most important concerns to gas turbine equipment owner. Therefore, a well thought out maintenance program that reduces costs while increasing equipment availability should be instituted. The correct implementation of planned maintenance relying on preventive maintenance optimization through perfect inspection frequency and scope provides direct benefits in the avoidance of forced outages, unscheduled repairs, and downtime. Major overhaul is carried out for each gas turbine every 48,000 firing hours which costs around 1 M USD for each engine and with more than 8 months unavailability for the unit. To increase equipment availability and enhance cost and time efficiency, alternatives approaches were evaluated including Service Exchange of gas turbines. It is found that service exchange is the best option for optimizing time and cost of overhaul of such engines. This paper is written to improve Major Overhaul practice for existing Gas Turbines from ongoing practice of routine major overhaul including engine strip down, inspection and repair to Service Exchange of Gas Generator and Power Turbine every 48,000 firing hours.
维护成本和机器可用性是燃气轮机设备所有者最关心的两个问题。因此,应该制定一个经过深思熟虑的维护计划,在增加设备可用性的同时降低成本。通过完善的检查频率和范围,通过预防性维护优化来正确实施计划维护,可以直接避免强制停机、计划外维修和停机。每台燃气轮机每48,000小时进行一次大修,每台发动机的成本约为100万美元,并且机组的不可用期超过8个月。为了提高设备可用性,提高成本和时间效率,评估了包括燃气轮机服务交换在内的替代方法。研究发现,服务交换是优化检修时间和成本的最佳选择。本文是为了改进现有燃气轮机的大修实践,从目前的常规大修实践,包括发动机拆卸,检查和维修,到每48,000燃烧小时对燃气发电机和动力涡轮机进行服务交换。
{"title":"Service Exchange or Major Overhaul. Which Philosophy to Implement for Gas Turbine","authors":"K. M. Youssef","doi":"10.2118/208221-ms","DOIUrl":"https://doi.org/10.2118/208221-ms","url":null,"abstract":"\u0000 Maintenance costs and machine availability are two of the most important concerns to gas turbine equipment owner. Therefore, a well thought out maintenance program that reduces costs while increasing equipment availability should be instituted.\u0000 The correct implementation of planned maintenance relying on preventive maintenance optimization through perfect inspection frequency and scope provides direct benefits in the avoidance of forced outages, unscheduled repairs, and downtime.\u0000 Major overhaul is carried out for each gas turbine every 48,000 firing hours which costs around 1 M USD for each engine and with more than 8 months unavailability for the unit.\u0000 To increase equipment availability and enhance cost and time efficiency, alternatives approaches were evaluated including Service Exchange of gas turbines. It is found that service exchange is the best option for optimizing time and cost of overhaul of such engines.\u0000 This paper is written to improve Major Overhaul practice for existing Gas Turbines from ongoing practice of routine major overhaul including engine strip down, inspection and repair to Service Exchange of Gas Generator and Power Turbine every 48,000 firing hours.","PeriodicalId":10981,"journal":{"name":"Day 4 Thu, November 18, 2021","volume":"47 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79868138","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Managing Energy Transition - Adapting Power to Gas Technology PTG - Project Management Review of Complexity, Technology and Integration Aspects 管理能源转型-使电力适应天然气技术PTG -复杂性,技术和集成方面的项目管理审查
Pub Date : 2021-12-09 DOI: 10.2118/207806-ms
Prasannakumar K. Purayil, Sujith Pratap Chandran
Managing climate change is a growing global concern. The Paris Agreement, the first ever legally binding global climate change agreement, enforced longer term actions for energy firms in terms of implementing newer means and technologies to reduce reliance on fossil fuel-based energy. In this regard, much attention is drawn to commercialized Power-To-Gas (PTG) - Hydrogen generated from renewable energy-based electrolysis can be introduced into natural gas utilities, thereby ensuring "Greener" natural gas mix. The integration of PTG plants and natural gas-fired power plants presents an attractive model to implement this. This paper analyzes the associated project management challenges, ranging from complexity issues to technology management and with a view on better integration and risk reduction. Power-to-Gas (PTG) is the process of converting surplus renewable energy into hydrogen gas through electrolysis. PTG plants and natural gas-fired power plants can form a closed loop between an electric power system and an interconnected multi-energy system, and this is believed to be a sustainable solution towards environment friendly energy systems. Power-to-Gas (PTG) technology is yet to mature in terms of its commercial viability. As such, traditional project management processes and methodologies also need to be reviewed and adapted to suit the economic and execution models needed for project success. The dimensions that will be analyzed in this paper include project integration management, project complexity management, technology management and risk management strategies. A model for Joint Venture management will also be proposed. PTG projects, as an effective means of transitioning to a ‘greener’ natural gas mix and the associated project life cycle process will be defined based on an integrated FEL (iFEL) model. Project risk management perspectives, its stakeholder influences and methods to mitigate risks towards better decision-making process shall be explored. This work proposes establishment of a dedicated, technically competent and scalable Global PMO to oversee the PTG projects’ prioritization, concept/technology selection, JV management, contracting strategies, formulation of a proactive management response system and overall value assurance.
应对气候变化是一个日益受到全球关注的问题。《巴黎协定》是有史以来第一个具有法律约束力的全球气候变化协议,要求能源公司采取长期行动,采用更新的手段和技术,以减少对化石燃料能源的依赖。在这方面,商业化的电力制气(PTG)备受关注——基于可再生能源的电解产生的氢气可以引入天然气公用事业,从而确保“更环保”的天然气组合。PTG电厂与天然气电厂的整合为实现这一目标提供了一种有吸引力的模式。本文分析了相关的项目管理挑战,从复杂性问题到技术管理,并以更好的集成和降低风险的观点。电制气(PTG)是将多余的可再生能源通过电解转化为氢气的过程。PTG发电厂和天然气发电厂可以在电力系统和互联的多能源系统之间形成闭环,这被认为是环境友好型能源系统的可持续解决方案。电制气(PTG)技术在商业可行性方面尚未成熟。因此,传统的项目管理过程和方法也需要进行审查和调整,以适应项目成功所需的经济和执行模型。本文将分析的维度包括项目集成管理、项目复杂性管理、技术管理和风险管理策略。还将提出合资企业管理模式。PTG项目作为一种向“绿色”天然气组合过渡的有效手段,相关的项目生命周期过程将基于集成的FEL (lifl)模型进行定义。项目风险管理的观点,其利益相关者的影响和方法,以减轻风险,以更好的决策过程进行探讨。这项工作建议建立一个专门的、技术上有能力和可扩展的全球项目管理办公室,以监督PTG项目的优先顺序、概念/技术选择、合资企业管理、合同战略、制定主动管理响应系统和整体价值保证。
{"title":"Managing Energy Transition - Adapting Power to Gas Technology PTG - Project Management Review of Complexity, Technology and Integration Aspects","authors":"Prasannakumar K. Purayil, Sujith Pratap Chandran","doi":"10.2118/207806-ms","DOIUrl":"https://doi.org/10.2118/207806-ms","url":null,"abstract":"\u0000 Managing climate change is a growing global concern. The Paris Agreement, the first ever legally binding global climate change agreement, enforced longer term actions for energy firms in terms of implementing newer means and technologies to reduce reliance on fossil fuel-based energy. In this regard, much attention is drawn to commercialized Power-To-Gas (PTG) - Hydrogen generated from renewable energy-based electrolysis can be introduced into natural gas utilities, thereby ensuring \"Greener\" natural gas mix. The integration of PTG plants and natural gas-fired power plants presents an attractive model to implement this. This paper analyzes the associated project management challenges, ranging from complexity issues to technology management and with a view on better integration and risk reduction.\u0000 Power-to-Gas (PTG) is the process of converting surplus renewable energy into hydrogen gas through electrolysis. PTG plants and natural gas-fired power plants can form a closed loop between an electric power system and an interconnected multi-energy system, and this is believed to be a sustainable solution towards environment friendly energy systems. Power-to-Gas (PTG) technology is yet to mature in terms of its commercial viability. As such, traditional project management processes and methodologies also need to be reviewed and adapted to suit the economic and execution models needed for project success. The dimensions that will be analyzed in this paper include project integration management, project complexity management, technology management and risk management strategies. A model for Joint Venture management will also be proposed.\u0000 PTG projects, as an effective means of transitioning to a ‘greener’ natural gas mix and the associated project life cycle process will be defined based on an integrated FEL (iFEL) model. Project risk management perspectives, its stakeholder influences and methods to mitigate risks towards better decision-making process shall be explored.\u0000 This work proposes establishment of a dedicated, technically competent and scalable Global PMO to oversee the PTG projects’ prioritization, concept/technology selection, JV management, contracting strategies, formulation of a proactive management response system and overall value assurance.","PeriodicalId":10981,"journal":{"name":"Day 4 Thu, November 18, 2021","volume":"10 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87653301","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Predicting the Productivity Enhancement After Applying Acid Fracturing Treatments in Naturally Fractured Reservoirs Utilizing Artificial Neural Network 利用人工神经网络预测天然裂缝性储层酸压增产效果
Pub Date : 2021-12-09 DOI: 10.2118/208172-ms
Amjed Hassan, M. Aljawad, M. Mahmoud
Acid fracturing treatments are conducted to increase the productivity of naturally fractured reservoirs. The treatment performance depends on several parameters such as reservoir properties and treatment conditions. Different approaches are available to estimate the efficacy of acid fracturing stimulations. However, a limited number of models were developed considering the presence of natural fractures (NFs) in the hydrocarbon reservoirs. This work aims to develop an efficient model to estimate the effectiveness of acid fracturing treatment in naturally fractured reservoirs utilizing an artificial neural network (ANN) technique. In this study, the improvement in hydrocarbon productivity due to applying acid fracturing treatment is estimated, and the interactions between the natural fractures and the induced ones are considered. More than 3000 scenarios of reservoir properties and treatment parameters were used to build and validate the ANN model. The developed model considers reservoir and treatment parameters such as formation permeability, injection rate, natural fracture spacing, and treatment volume. Furthermore, percentage error and correlation coefficient were determined to assess the model prediction performance. The proposed model shows very effective performance in predicting the performance of acid fracturing treatments. A percentage error of 6.3 % and a correlation coefficient of 0.94 were obtained for the testing datasets. Furthermore, a new correlation was developed based on the optimized AI model. The developed correlation provides an accurate and quick prediction for productivity improvement. Validation data were used to evaluate the reliability of the new equation, where a 6.8% average absolute error and 0.93 correlation coefficient were achieved, indicating the high reliability of the proposed correlation. The novelty of this work is developing a robust and reliable model for predicting the productivity improvement for acid fracturing treatment in naturally fractured reservoirs. The new correlation can be utilized in improving the treatment design for naturally fractured reservoirs by providing quick and reliable estimations.
为了提高天然裂缝性储层的产能,进行了酸压裂处理。处理效果取决于几个参数,如储层性质和处理条件。目前有不同的方法来评估酸压裂增产效果。然而,考虑到油气藏中存在天然裂缝(NFs),开发的模型数量有限。本研究旨在利用人工神经网络(ANN)技术建立一个有效的模型来评估天然裂缝性储层中酸压裂处理的有效性。在本研究中,考虑了天然裂缝和诱导裂缝之间的相互作用,对酸压裂对油气产能的提高进行了评价。使用超过3000种油藏性质和处理参数场景来建立和验证人工神经网络模型。开发的模型考虑了储层和处理参数,如地层渗透率、注入速率、天然裂缝间距和处理量。此外,确定了百分比误差和相关系数来评估模型的预测性能。该模型在预测酸压效果方面表现出非常有效的效果。测试数据集的误差百分比为6.3%,相关系数为0.94。在此基础上,建立了一种新的关联关系。建立的相关关系为提高生产率提供了准确、快速的预测。利用验证数据对新方程进行信度评估,平均绝对误差为6.8%,相关系数为0.93,表明所提出的相关性具有较高的信度。这项工作的新颖之处在于开发了一种稳健可靠的模型,用于预测天然裂缝性储层酸压裂处理后的产能提高情况。通过提供快速可靠的估计,新的相关性可用于改进天然裂缝性储层的处理设计。
{"title":"Predicting the Productivity Enhancement After Applying Acid Fracturing Treatments in Naturally Fractured Reservoirs Utilizing Artificial Neural Network","authors":"Amjed Hassan, M. Aljawad, M. Mahmoud","doi":"10.2118/208172-ms","DOIUrl":"https://doi.org/10.2118/208172-ms","url":null,"abstract":"\u0000 Acid fracturing treatments are conducted to increase the productivity of naturally fractured reservoirs. The treatment performance depends on several parameters such as reservoir properties and treatment conditions. Different approaches are available to estimate the efficacy of acid fracturing stimulations. However, a limited number of models were developed considering the presence of natural fractures (NFs) in the hydrocarbon reservoirs. This work aims to develop an efficient model to estimate the effectiveness of acid fracturing treatment in naturally fractured reservoirs utilizing an artificial neural network (ANN) technique.\u0000 In this study, the improvement in hydrocarbon productivity due to applying acid fracturing treatment is estimated, and the interactions between the natural fractures and the induced ones are considered. More than 3000 scenarios of reservoir properties and treatment parameters were used to build and validate the ANN model. The developed model considers reservoir and treatment parameters such as formation permeability, injection rate, natural fracture spacing, and treatment volume. Furthermore, percentage error and correlation coefficient were determined to assess the model prediction performance. The proposed model shows very effective performance in predicting the performance of acid fracturing treatments. A percentage error of 6.3 % and a correlation coefficient of 0.94 were obtained for the testing datasets. Furthermore, a new correlation was developed based on the optimized AI model. The developed correlation provides an accurate and quick prediction for productivity improvement. Validation data were used to evaluate the reliability of the new equation, where a 6.8% average absolute error and 0.93 correlation coefficient were achieved, indicating the high reliability of the proposed correlation.\u0000 The novelty of this work is developing a robust and reliable model for predicting the productivity improvement for acid fracturing treatment in naturally fractured reservoirs. The new correlation can be utilized in improving the treatment design for naturally fractured reservoirs by providing quick and reliable estimations.","PeriodicalId":10981,"journal":{"name":"Day 4 Thu, November 18, 2021","volume":"81 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83801212","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Using AI/ML to Explore & Develop Quickly and Efficiently 使用AI/ML快速有效地探索和开发
Pub Date : 2021-12-09 DOI: 10.2118/207377-ms
A. Aming
See how application of a fully trained Artificial Intelligence (AI) / Machine Learning (ML) technology applied to 3D seismic data volumes delivers an unbiased data driven assessment of entire volumes or corporate seismic data libraries quickly. Whether the analysis is undertaken using onsite hardware or a cloud based mega cluster, this automated approach provides unparalleled insights for the interpretation and prospectivity analysis of any dataset. The Artificial Intelligence (AI) / Machine Learning (ML) technology uses unsupervised genetics algorithms to create families of waveforms, called GeoPopulations, that are used to derive Amplitude, Structure (time or depth depending on the input 3D seismic volume) and the new seismic Fitness attribute. We will show how Fitness is used to interpret paleo geomorphology and facies maps for every peak, trough and zero crossing of the 3D seismic volume. Using the Structure, Amplitude and Fitness attribute maps created for every peak, trough and zero crossing the Exploration and Production (E&P) team can evaluate and mitigate Geological and Geophysical (G&G) risks and uncertainty associated with their petroleum systems quickly using the entire 3D seismic data volume.
了解如何将训练有素的人工智能(AI) /机器学习(ML)技术应用于3D地震数据卷,从而快速对整个卷或企业地震数据库进行无偏见的数据驱动评估。无论是使用现场硬件还是基于云的大型集群进行分析,这种自动化方法都为任何数据集的解释和前景分析提供了无与伦比的见解。人工智能(AI) /机器学习(ML)技术使用无监督遗传算法创建称为地质种群的波形族,用于导出振幅,结构(时间或深度取决于输入的3D地震体积)和新的地震适应度属性。我们将展示如何使用适应度来解释三维地震体的每个峰、谷和零交叉的古地貌和相图。通过构造、振幅和适应度属性图,勘探与生产(E&P)团队可以利用整个三维地震数据量快速评估和降低与石油系统相关的地质和地球物理(G&G)风险和不确定性。
{"title":"Using AI/ML to Explore & Develop Quickly and Efficiently","authors":"A. Aming","doi":"10.2118/207377-ms","DOIUrl":"https://doi.org/10.2118/207377-ms","url":null,"abstract":"\u0000 See how application of a fully trained Artificial Intelligence (AI) / Machine Learning (ML) technology applied to 3D seismic data volumes delivers an unbiased data driven assessment of entire volumes or corporate seismic data libraries quickly. Whether the analysis is undertaken using onsite hardware or a cloud based mega cluster, this automated approach provides unparalleled insights for the interpretation and prospectivity analysis of any dataset.\u0000 The Artificial Intelligence (AI) / Machine Learning (ML) technology uses unsupervised genetics algorithms to create families of waveforms, called GeoPopulations, that are used to derive Amplitude, Structure (time or depth depending on the input 3D seismic volume) and the new seismic Fitness attribute. We will show how Fitness is used to interpret paleo geomorphology and facies maps for every peak, trough and zero crossing of the 3D seismic volume. Using the Structure, Amplitude and Fitness attribute maps created for every peak, trough and zero crossing the Exploration and Production (E&P) team can evaluate and mitigate Geological and Geophysical (G&G) risks and uncertainty associated with their petroleum systems quickly using the entire 3D seismic data volume.","PeriodicalId":10981,"journal":{"name":"Day 4 Thu, November 18, 2021","volume":"31 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89949317","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Day 4 Thu, November 18, 2021
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1