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Innovative Pressure Surge and Water Hammer Mitigation Control Methodology in Upstream Liquid Pipelines 上游液体管道中创新的压力波动和水锤缓解控制方法
Pub Date : 2023-02-28 DOI: 10.2523/iptc-22809-ea
Ali Alshehri, S. Salu, Mohamad Soliman
This paper is to introduce the newly developed Anti-Surge valve and control methodology that is capable of mitigating and reducing the magnitude of pressure surges or water hammer phenomenon in liquid pipeline system. The innovative anti-surge valve is a full-bore valve with two circular/concave orifice plates, which can rotate 90 degree in the axial or horizontal interval based on the surge controller indication. Once the surge pressure is being generated in the pipeline, the two circular/concave orifice plates will be in a position, which are particularly able to dissipate the generated pressure waves and decelerate the fluid velocity which as a result can mitigate and reduce the magnitude of pressure surges in the pipeline. By dissipating the generated pressure surge and decelerating the high fluid velocity, the newly developed anti-surge valve is able to protect the pipeline safely and adequately with no external equipment for fluid release. Thus, it can effectively minimize the OPEX and CAPEX for the surge protection system in the upstream oil production facilities or pipelines. The device can enhance the surge protection system by self-dependence, which does not require any external source to be used for equipment operation compared to convention surge protection system using Nitrogen. As a result, it can improve the reliability and efficiency of the surge protection system. This innovative anti-surge valve and control have been officially granted as a new patent in the US Patent and Trademark Office (USPTO) under Patent No. 11,209,842. The new surge control methodology will eliminate water hammering and potential pipeline damages without the use of external equipment to mitigate the surge.
本文介绍了一种新型的防喘振阀及其控制方法,能够减轻和降低液体管道系统中压力喘振或水锤现象的强度。创新的防喘振阀是一种全通径阀,带有两个圆形/凹孔板,可根据喘振控制器指示在轴向或水平间隔内旋转90度。一旦管道中产生喘振压力,两个圆/凹孔板就处于一个特别能够消散所产生的压力波并使流体速度减速的位置,从而可以缓解和降低管道中压力喘振的大小。新开发的防喘振阀通过消除产生的压力喘振,降低流体的高流速,能够在不需要外部设备进行流体释放的情况下,对管道进行安全充分的保护。因此,它可以有效地降低上游石油生产设施或管道中防雷系统的运营成本和资本支出。与传统的使用氮气的防雷系统相比,该装置不需要任何外部源来进行设备运行,从而提高了防雷系统的自存性。从而提高了防雷系统的可靠性和效率。这种创新的防喘振阀和控制装置已正式获得美国专利商标局(USPTO)的新专利,专利号为11,209,842。新的浪涌控制方法将消除水锤击和潜在的管道损坏,而无需使用外部设备来减轻浪涌。
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引用次数: 0
Machine Learning for Facies Distribution of Large Carbonate Reservoir Models- A Case Study 大型碳酸盐储层模型相分布的机器学习-案例研究
Pub Date : 2023-02-28 DOI: 10.2523/iptc-22876-ms
Frederic Robail, S. Sanyal, Ahmad Nazmi B M Noor Azudin, Kwi Yen Koh, Farahani Bt Hairon Nizar, Ummi Farah Mohamad Rosli
Multibillion barrels oil in-place carbonate reservoirs have their unique static and dynamic modelling challenges due to the nature of the reservoir with both vertical and lateral heterogeneities. The complex geological processes which took place both during and after the deposition, results in the heterogeneity, which are reflected in the reservoir characterization of these large-scale carbonate reservoirs. Capturing the geological facies variability in the reservoir description is thus one of the critical elements to ensure the model's validity, robustness, and forecasting ability. This case study exemplifies the use of a machine learning approach to tackle this subsurface complexity within a multidisciplinary integrated study to construct a field scale reservoir model for a large carbonate reservoir. The carbonate field has recently acquired additional core data in several newly drilled wells. These cores have been described by sedimentologists to define reservoir depositional facies and lithofacies. This geological description has been used by a machine learning algorithm to train the conventional triple combo logs to recognize the reservoir facies. The training of the facies definitions at the cored wells were also conditioned to the sequence stratigraphic correlation framework of the reservoir. Later these geological facies have been propagated using logs to more than 80 un-cored wells to provide facies predictions within a geological context. The result from the machine learning algorithm gives an excellent replication rate on the cored wells. It is also robust on the un-cored wells throughout the field. This robustness of the facies definitions has been verified using production / injection log survey (PLT / ILT), core CT-Scan and core descriptions. Firstly, for the cored wells, the production / injection zones identified by PLT surveys clearly correspond to the best reservoir facies. Secondly, in the un-cored wells, the best facies predicted by the machine learning algorithm correspond to the production / injection zones interpreted from the production and injection logging surveys (PLT survey) The predicted geological facies in both cored and un-cored wells and seismic inversion trends were used to condition the 3D distribution of the facies in the reservoir model. The use of machine learning for facies prediction has also helped to validate the underlying geological concept of an older good quality reservoir interval in certain areas of the field, which were not adequately sampled from the existing core data. In the future, the machine learning based reservoir models will be used to identify new infill locations where "best producing" facies are likely to be present.
由于储层具有垂直和横向非均质性,数十亿桶的碳酸盐岩油藏在静态和动态建模方面面临着独特的挑战。沉积过程中和沉积后的复杂地质作用导致了储层的非均质性,反映在这些大型碳酸盐岩储层的储层特征上。因此,在储层描述中捕捉地质相变化是确保模型有效性、稳健性和预测能力的关键因素之一。本案例展示了在多学科综合研究中使用机器学习方法来解决地下复杂性问题,为大型碳酸盐岩储层构建现场规模的储层模型。该碳酸盐岩油田最近在几口新钻的井中获得了额外的岩心数据。沉积学家对这些岩心进行了描述,以确定储层沉积相和岩相。该地质描述已被机器学习算法用于训练常规三重组合测井,以识别储层相。取心井的相定义训练也受储层层序地层对比格架的制约。随后,这些地质相通过测井传播到80多口未取心井,以提供地质背景下的相预测。机器学习算法的结果在取心井上具有出色的复制率。它在整个油田的未取心井中也很稳定。这种相定义的稳健性已经通过生产/注入测井测量(PLT / ILT)、岩心ct扫描和岩心描述进行了验证。首先,对于取心井,通过PLT测量确定的生产/注入区明显对应于最佳储层相。其次,在未取心井中,机器学习算法预测的最佳相对应于从生产和注入测井调查(PLT)中解释的生产/注入层。在取心井和未取心井中预测的地质相以及地震反演趋势用于调节储层模型中相的三维分布。使用机器学习进行相预测也有助于验证油田某些地区较老的优质储层的潜在地质概念,这些区域没有从现有的岩心数据中充分取样。未来,基于机器学习的储层模型将用于识别可能存在“最佳生产”相的新填充位置。
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引用次数: 0
Towards Sustainable Excellence & Biodiversity Protection in Upstream O & G Facility 上游油气设施迈向可持续卓越与生物多样性保护
Pub Date : 2023-02-28 DOI: 10.2523/iptc-22902-ea
Ali Alsinan, Khalilur Rehman, Ahmad Bakodah
The objective is to showcase the Abu Ali facility's commitment to protecting and preserving the Abu Ali biodiversity ecosystem. The project demonstrates a modern sustainable, circular, innovative and systemic approach to target the biodiversity threats in multi-dimensional aspects and transforms these threats into opportunities to improve the island's ecosystem. The island is important to Aramco's upstream operations because it houses an oil and gas production facility. The organization has determined its environmental goals from the corporate policies and vision to be as follows. Contribute to reaching the company's and the kingdom's vision for being a net zero-carbon operating facility by 2050 and 2060, respectively, by reducing and offsetting greenhouse gases’ impact on climate. Support the Saudi Green Initiative by planting mangroves and trees in the Abu Ali Island and seeking for sourcing out the mangrove seeds to other entities. Align and adapt with carbon circular economy (CCE) approaches in reusing/repairing/recycling wasted materials and resources turning them into valuable products. Protect, preserve and enhance the Abu Ali biodiversity area to create an integrated ecosystem for wildlife, marine life, and birds. Be recognized at the corporate, nationally, and internationally as a role model in environmental protection stewardship.
目的是展示阿布阿里设施对保护和保存阿布阿里生物多样性生态系统的承诺。该项目展示了一种现代的、可持续的、循环的、创新的和系统的方法,以多维度的方式应对生物多样性威胁,并将这些威胁转化为改善岛屿生态系统的机会。该岛对沙特阿美的上游业务非常重要,因为该岛拥有石油和天然气生产设施。该组织从公司政策和愿景中确定了其环境目标如下。通过减少和抵消温室气体对气候的影响,为公司和沙特王国分别在2050年和2060年成为净零碳运营设施的愿景做出贡献。支持沙特绿色倡议,在阿布阿里岛种植红树林和树木,并寻求将红树林种子外包给其他实体。调整和适应碳循环经济(CCE)方法,再利用/修复/回收废弃材料和资源,将其转化为有价值的产品。保护、保存和加强阿布阿里生物多样性地区,为野生动物、海洋生物和鸟类创造一个综合生态系统。在公司、国内和国际上被公认为环境保护管理的榜样。
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引用次数: 0
The Success Case of the Decontamination of Production Sealines in the Gulf of Thailand 泰国湾生产航道除污的成功案例
Pub Date : 2023-02-28 DOI: 10.2523/iptc-22912-ea
Chatawut Chanvanichskul, S. Punpruk, P. Phanichtraiphop, Passaworn Silakorn, Danai Taksanont, Sataporn Petchpong, Peerapong Taratapan, Sumet Sirivikrom, Rittichai Sukbanjongwatthana, Suthasinee Jinarakpong, Naruphorn Dararatana, Sukthida Sirithanawuthichai, A. Danthainum, Thitinun Sillapacharn
Oil and Gas Pipelines usually contain many contaminants from their long operational services in production. Prior to abandonment of a pipeline at the end of production, the environmental impact due to decommissioning must be assessed in order that the best pipeline decommissioning option, i.e. leave-in-place or by total removal, can be selected. In case of leave-in-place is selected, the decontamination of pipeline shall be performed so that the contaminant concentration is less than an acceptable level. PTTEP have developed own technologies to cover all scopes of decontamination works including contaminant measurement in pipeline since 2015. R&D were performed through technical survey, proof-of-concept, prototype testing, field testing to full deployment to 3 pipelines. The R&D were performed with academic/research institutes, contractors/manufacturers and government bodies. The R&D were divided into 3 main activities: Decontamination Methodology, Decontamination Chemical, Intelligent Sampling Pig. In 2021, PTTEP commenced the full decontamination using these own developments on three pipeline in the Gulf of Thailand to support the option selection of pipeline decommissioning. In this report, the summary of the overall pipeline decontamination process including the technology trial of all 3 R&D activities of three pipelines are described.
石油和天然气管道在生产中长期运行,通常含有许多污染物。在管线停产前,必须评估管线停产对环境的影响,以便选择最佳的管线停产方案,即保留或全部拆除。如果选择原地不动,则应对管道进行净化,使污染物浓度低于可接受水平。自2015年以来,PTTEP开发了自己的技术,涵盖所有范围的除污工作,包括管道中的污染物测量。研发过程包括技术调查、概念验证、原型测试、现场测试,直至3条管道的全面部署。研发工作是与学术/研究机构、承办商/制造商和政府机构合作进行的。除污方法、除污化学品、智能采样猪3个主要研发项目。2021年,PTTEP开始在泰国湾的三条管道上使用自己的开发项目进行全面净化,以支持管道退役的选择。在本报告中,概述了整个管道除污过程,包括三个管道的所有3个研发活动的技术试验。
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引用次数: 0
Think Out of the Box – GHG Emission Reduction by Changing the Way We Had Operated Before 跳出框框思考——通过改变我们以前的操作方式来减少温室气体排放
Pub Date : 2023-02-28 DOI: 10.2523/iptc-22817-ea
Jakree Rungruang, Kolawat Swasdiphanich, N. Atibodhi, Jirat Juengsiripitak
To support the Company direction of GHG emission reduction in PTTEP operation, GBS, APEX and OMI have initiated fuel optimization to minimize fuel gas consumption. Over 80% of total fuel gas consumption is fed to Turbo Compressor to convert mechanical power to gas energy by compression system. To improve overall efficiency of fuel consumption, the whole gas compression process has been reviewed and analyzed. From preliminary review, there is a room to improve efficiency in part of gas cooling gas treatment process equipped with JT valve (Joule-Thomson, pressure reducing valve) that requires inlet pressure about 63-65 barg and outlet pressure of 55 barg to have cooling effect that decreases gas temperature from 45°C to 25°C. This cooling method takes huge energy from gas compressed in previous system. To improve overall process efficiency, the whole gas compression and cooling system was reviewed thoroughly. Consequently, it was found that the cooling margin of upstream equipment can compensate some cooling effect of JT valve leading to energy optimization of gas compression system without any additional modification and investment. After process tuning with the margin of Booster Compressor Discharge Cooler and Wet Gas / Gas Liquid Heat Exchanger upstream of JT valve, the required inlet pressure of JT valve can be reduced that leads to Booster Compressor discharge pressure declined from 64 barg to 61 barg while JT valve outlet temperature is still maintained at of 25°C as design condition without changing any other related operating condition of the systems before process tuning. The lower pressure of compressor discharge, the lesser fuel gas consumption is expected for energy transformation of compression system.
为了支持公司在PTTEP运营中减少温室气体排放的方向,GBS、APEX和OMI已经启动了燃料优化,以最大限度地减少燃料气体消耗。燃气总消耗量的80%以上被输送到涡轮压缩机,通过压缩系统将机械动力转化为气体能量。为了提高燃料消耗的整体效率,对整个气体压缩过程进行了回顾和分析。从初步审查来看,在部分配备JT阀(焦耳-汤姆逊减压阀)的气体冷却气体处理工艺中,效率有提高的空间,需要进口压力约63-65 bar,出口压力约55 bar,才能达到将气体温度从45°C降低到25°C的冷却效果。这种冷却方式从以前系统中压缩的气体中吸收大量能量。为了提高整个过程的效率,对整个气体压缩和冷却系统进行了全面的审查。结果表明,上游设备的冷却余量可以补偿JT阀的部分冷却效果,从而实现气体压缩系统的能量优化,而无需进行额外的改造和投资。通过在JT阀上游有增压压缩机排气冷却器和湿气/气液热交换器的余量进行工艺调整后,可以降低JT阀所需的进口压力,使增压压缩机排气压力从64barg下降到61barg,而在工艺调整前,在不改变系统其他相关运行条件的情况下,JT阀出口温度仍保持在25℃作为设计工况。压缩机排气压力越低,压缩系统能量转换所需的燃气消耗越少。
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引用次数: 0
Dual Casing Section Milling Using High Ratio Section Milling Technology to Achieve Rock to Rock Zonal Isolation 采用高比分段铣磨技术实现双套管分段铣磨,实现岩间层间隔离
Pub Date : 2023-02-28 DOI: 10.2523/iptc-22890-ms
Anant Carasco, M. Khan, Azzril Zolhaili, Michiel Yntema, Christopher Leuranguer, Gregg Alexander
The plug and abandon (P&A) challenges of each well are known to be different. This paper narrates unique challenges faced during the abandonment of a land well which intersected multiple over-pressured reservoirs containing high concentration of H₂S and CO₂. Because zonal isolation was paramount for this project, section milling was selected to enable a rock-to-rock cement plug to restore 5 critical caprocks. Remediation of annular cement was complex because all production and intermediate casings were cemented to surface with 2 or 3 casings across the caprocks. Conventional methods would entail pilot milling the 7 inch production casing, exposing the A-annulus to enable section milling of the 9.625 inch intermediate casing for a cement plug across the caprock. This technique is time consuming and uncertain, which adds to the cost and complexity of the P&A operations. In response to these challenges, the operation was optimized utilizing both a standard section mill and a new High-Ratio Section Milling (HRSM) technology, which allows for milling windows through two casing strings. The HRSM is a combination of a high-ratio hydraulic section mill, achieving a 180% expansion ratio, and an expandable stabilizer. The orientation of the stabilizer is set to enable 6-point contact stabilization in the outer casing and helps to reduce dynamic shocks and vibrations. The HRSM is deployed after the inner 7-inch casing window has been milled for a length of approximately 140 ft. The expandable stabilizer in the system ensures that the section milling assembly can efficiently mill a 110 ft casing window in the 9.625 inch casing, through a 7 inch casing window. A high-ratio underreamer is utilized to clean the formation and enlarge the diameter to 13.5 inch to enable a rock-to-rock seal through two casing strings, without pilot milling the inner string from surface. Milling two casing strings is done in 5 stages. The inner casing window is initiated with a dedicated run using rapid cutout knives. This allows for deployment of "flush knives" while milling the inner window, reducing the risk of skimming the outer casing and enabling a single run of 139 ft casing milled. Following a clean out run with an under reamer, the new HRSM technology was then run and completed a 111 ft of 9.625-inch casing in one run, which was followed by 100 ft of hole enlargement by a high ratio underreamer to open the hole to 13.5 inches. All of the above stages were carried out in a single run and with good ROP. The cement job was completed and the objective of restoring the cap rock seal across two strings of casing was achieved, saving rig time and cost for the plug and abandonment operation. The development and successful deployment of HRSM technology provides a reliable solution to achieve a rock-to-rock cement plug in a dual-casing environment. During the execution phase various lessons were learnt and implemented as best practice, this included design changes of the HRSM t
众所周知,每口井的封井弃井(P&A)挑战都是不同的。本文叙述了在放弃一口陆地井时面临的独特挑战,该井与多个含有高浓度H₂S和CO₂的超压油藏相交。由于层间隔离对该项目至关重要,因此选择了分段磨铣,使岩石间的水泥塞能够恢复5个关键盖层。环空固井的修复是复杂的,因为所有的生产套管和中间套管都是在盖层上用2到3套套管固井到地面的。传统的方法是先磨铣7英寸的生产套管,露出a环空,然后再磨铣9.625英寸的中间套管,在盖层上安装水泥塞。该技术耗时且不确定,增加了P&A作业的成本和复杂性。为了应对这些挑战,我们对作业进行了优化,同时使用了标准分段磨铣和新的高比率分段磨铣(HRSM)技术,该技术允许通过两个套管柱磨铣窗口。HRSM结合了高倍率液压碾磨机和可膨胀稳定器,可实现180%的膨胀比。稳定器的方向可以设置为在套管中实现6点接触稳定化,有助于减少动态冲击和振动。HRSM在7英寸内套管窗口磨铣约140英尺后部署。系统中的可膨胀稳定器确保磨铣组件能够有效磨铣9.625英寸套管中的110英尺套管窗口,穿过7英寸套管窗口。使用高比扩眼器清洁地层,并将直径扩大到13.5英寸,从而通过两根套管柱实现岩石对岩石的密封,而无需从地面对内管柱进行先导磨铣。磨铣两套管柱分5个阶段完成。使用快速切割刀进行专用下入,开启内套管窗口。这允许在铣铣内窗时部署“冲洗刀”,降低掠过外层套管的风险,并实现单趟铣铣139ft套管。在使用扩眼器进行完清井作业后,使用新的HRSM技术,一次下入完井111英尺的9.625英寸套管,然后使用高比扩眼器进行100英尺的扩眼作业,将井眼扩至13.5英寸。上述所有阶段均在一次下钻中完成,ROP良好。固井作业完成后,实现了在两根套管上恢复盖层密封的目标,节省了钻井时间和桥塞弃井作业的成本。HRSM技术的开发和成功部署为在双套管环境中实现岩石对岩石水泥塞提供了可靠的解决方案。在执行阶段,我们吸取了各种经验教训,并将其作为最佳实践加以实施,其中包括HRSM技术和井底钻具组合的设计变更。该组合为HRSM技术设定了新的基准,与常规的内套管先导铣削方法相比,可节省30天的钻机时间。
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引用次数: 0
Improvement of Safety with Ai Applied on a Rig Continuous Circulation System Ai在钻机连续循环系统中的应用提高了安全性
Pub Date : 2023-02-28 DOI: 10.2523/iptc-23101-ea
Vincenzo Michele Mamuscia, A. Calderoni
The purpose of the paper is to illustrate the development of the innovative system of continuous circulation drilling. With an important contribution of a cameras system an Artificial Intelligence, the drilling operation are much more accurate and fully automated. The presence of personnel on the drillfloor is not required and controlling it takes place remotely from inside the driller cabin. The automated system is composed of a: Clamp, Trolley, Mud Diverter Manifold, Vision System, HMI and PLC Control Skid. The trolley and clamp are remotely controlled from the driller cabin. With the aid of the vision system, the driller is able to align the clamp with the external valve on the sub and move forwards or backwards as needed. With an angle of +/- 10 ° to the right and left, the alignment can take place in the three directions of the space.The software is set up to minimize human and system error. The CCS technology has evolved to be used on the last generation drilling rigs. The implementation of a fully automated system that makes use of artificial intelligence allows remote control and creates the possibility of carrying out operations safely without operators on the drilling floor. The technology allows operations to be carried out continuously and in compliance with safety standards. The cameras allow to operate in the most critical conditions, using a lighting system with a setting that has been tested and set in the worst operating conditions. The valve detection and alignment of the system to the sub allows to start the continuous circulation. The use of AI allows for drastic enhancement in drilling efficiency and safety standards reducing the number of humans needed inputs. The human-machine interaction represents a competitive advantage over traditional systems. The automation of drilling improves the way to drill wells, producing benefits in terms of optimizing the critical analytical decision and, more generally, returns significant operative savings. Another key benefit of AI-infused drilling is safety: less people involved in operations, with an increased skill set. The paper's goal is to show the world a new frontier of drilling.
本文的目的是说明连续循环钻井创新系统的发展。由于摄像头系统和人工智能的重要贡献,钻井作业更加精确和完全自动化。钻台上不需要人员在场,控制可以在司钻舱内远程进行。自动化系统由夹具、小车、泥浆分流管、视觉系统、人机界面和PLC控制滑块组成。小车和夹具可以从司钻舱远程控制。在视觉系统的帮助下,司钻能够将夹紧器与短节上的外部阀门对齐,并根据需要向前或向后移动。左右夹角为+/- 10°,可以在空间的三个方向进行对齐。该软件的设置是为了尽量减少人为和系统错误。CCS技术已经发展到用于上一代钻井平台。采用人工智能的全自动化系统可以实现远程控制,并且可以在没有操作人员的情况下安全地进行作业。该技术允许作业连续进行,并符合安全标准。摄像机可以在最恶劣的条件下工作,使用经过测试并设置在最恶劣操作条件下的照明系统。阀门检测和系统与短节的对齐允许启动连续循环。人工智能的使用大大提高了钻井效率和安全标准,减少了所需人力投入的数量。人机交互代表了传统系统的竞争优势。钻井自动化改善了钻井方式,在优化关键分析决策方面产生了好处,更普遍的是,节省了大量的操作费用。人工智能注入钻井的另一个关键优势是安全性:参与操作的人员减少,技能提高。这篇论文的目的是向世界展示钻探的新前沿。
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引用次数: 0
Intelligent Risk Based Cybersecurity Protection for Industrial Systems Control - A Feasibility Study 基于智能风险的工业系统控制网络安全保护可行性研究
Pub Date : 2023-02-28 DOI: 10.2523/iptc-22795-ms
S. Houmb, F. Iversen, Robert Ewald, Einar Færaas
Intelligent automated industrial process control requires a higher level of systems integration and connectedness than what has traditionally been the case. With such development comes increased risk of cyber-attack for Operational Technology (OT) systems such as Industrial Control Systems (ICS). For ICS, cyber-attacks can have significant consequences also in the physical world, with potentially catastrophic consequences, as experienced in the Colonial Pipeline and the Ukraine Power Grid attacks. Physical risk to the work environment, the product, and surroundings should therefore be accounted for in cybersecurity solutions for ICS. For this purpose, models and methods are required that consider the function of the whole Cyber-Physical System (CPS) not just the ICS, with the capability of detecting and correlating observations across the layers of system control, including the physical process being controlled. To achieve this, a context-based detection approach that can model the CPS and combine this with a process-aware risk analysis for attack response is proposed. The approach also needs to be adaptable (intelligent) to account for the process dynamics and the evolving cyber-attack threats. For this purpose, diagnostic models adapted to the industrial process should be applied together with situational awareness monitoring and cyber-attack detection tools, such as ICS Intrusion Detection Systems (IDS). The capability of the ICS IDS therefore needs to be extended to cover both Information Technology (IT) and OT parts of the ICS and include an understanding of the physical system and process as a knowledge basis, fed by process sensor and instrumentation data. These diagnostic models must cover the whole CPS in the risk analysis to provide aid in the attack response decision making. To achieve this, the models need to combine the physical characteristics of the process with the characteristics of the other system layers. Based on studies in a drilling control system environment, results indicate that existing tools can be used to detect and discern between different types of cyber-attack on Cyber-Physical Systems (CPS). This indicates feasibility with respect to monitoring of the OT and IT part of the system for building risk-based cybersecurity solutions. The challenge and novel part are to extend IT and OT systems cyber detection with automated evaluation of the resulting process risk taking physical process information into account, to make response decisions not only based on potential digital consequences but also consequences for the process and physical world.
智能自动化工业过程控制需要比传统情况下更高水平的系统集成和连通性。随着这种发展,操作技术(OT)系统(如工业控制系统(ICS))遭受网络攻击的风险增加。对于ICS来说,网络攻击也可能在物理世界中产生重大后果,如殖民地管道和乌克兰电网攻击所经历的那样,具有潜在的灾难性后果。因此,ICS的网络安全解决方案应考虑到工作环境、产品和周围环境的物理风险。为此,需要考虑整个网络物理系统(CPS)的功能的模型和方法,而不仅仅是ICS,具有跨系统控制层(包括被控制的物理过程)检测和关联观察的能力。为了实现这一点,提出了一种基于上下文的检测方法,该方法可以对CPS进行建模,并将其与针对攻击响应的进程感知风险分析相结合。该方法还需要具有适应性(智能),以解释流程动态和不断发展的网络攻击威胁。为此,适应工业过程的诊断模型应与态势感知监测和网络攻击检测工具(如ICS入侵检测系统(IDS))一起应用。因此,ICS IDS的能力需要扩展,以涵盖ICS的信息技术(IT)和OT部分,并包括对物理系统和过程的理解,作为知识基础,由过程传感器和仪表数据提供。这些诊断模型必须在风险分析中覆盖整个CPS,为攻击响应决策提供帮助。为了实现这一点,模型需要将过程的物理特性与其他系统层的特性结合起来。基于对钻井控制系统环境的研究,结果表明,现有工具可用于检测和识别针对网络物理系统(CPS)的不同类型的网络攻击。这表明了在监控系统的OT和IT部分以构建基于风险的网络安全解决方案方面的可行性。挑战和新颖的部分是扩展IT和OT系统的网络检测,自动评估产生的过程风险,将物理过程信息考虑在内,不仅根据潜在的数字后果,而且根据过程和物理世界的后果做出响应决策。
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引用次数: 0
2022 FSO2 Riser Hoses Replacement Project (Bongkot Asset) 2022年FSO2隔水管更换项目(Bongkot资产)
Pub Date : 2023-02-28 DOI: 10.2523/iptc-22740-ms
Navakorn Sayatanan, Sataporn Petchpong, Thamonwan Kittithornkul, Juthaporn Charoenphol, Apichart Whungkhunnatham, Santi Thuengsripan, Somchai Ploiriang, Phitsanusak Insuk, Nopharut Laopornpichayanuwat, Manisa Sangwattanachai, Mahapon Toungsetwut, Danai Srijunngam, Manit Aimcharoenchaiyakul, Ekkalak Somroop
Two Riser hoses attached with FSO2 (Floating, Storage & Offloading) has estimated service life (9.3 years). The next replacement is required before July 2022. Thus, in June 2022 Project team had planned to disconnect and reinstall two newly riser hoses with approach to comingle production stream enable to continue production without any shutdown. The overall execution plan has learnt best practices from previous operation since 2013. For 15 days offshore execution, collaboration between Project team, Operation & Maintenance, Marine team and specialized contractor is essential. The offshore execution began with preparation steps which include tank offloading, heading control system, pre-installation visual survey, before comingling to operate one riser hose and flushing another. Then, the 5 days operation per hose to disconnect, replace the newly hose. After leak test and hydrotesting all connections was performed, Production team will switch the production via this new hose and repeat similar replacement steps with another hose. On technical aspects, the riser hose replacement may consider not a complicated task. Although advance preparation prior commencing offshore installation in conjunction with experiences contractor are critical and important. Collaboration with various stakeholders requires full attention to address those concerned areas with mitigation and measures especially on HSE aspects resulted from risk assessment and several workshops. Strategic approach to perform the riser hoses replacement without interrupting the production is a challenge. Applying comingle strategy requires effort to breakdown related activities and sequential analysis to ensure all the execution will be smooth without jeopardizing the HSE issues. Also, during the contractor selection stage Project team had selected national qualified contractor. It turns out that national contractor also has similar capability to manage and deliver this scale of project with very acceptable quality but competitive price. Even this is not PTTEP first riser hoses replacement project though the Project team would like to remark great achievement which could only arise from effective teamwork, good collaboration among all relevant stakeholders and benchmarked best practices from our expertise and learned from previous experiences. In addition, it is worth to mention that the offshore execution was performed safely without interrupting the environment and the ongoing production.
两根连接有FSO2的立管软管(浮动、储存和卸载)估计使用寿命为9.3年。下一次更换需要在2022年7月之前完成。因此,在2022年6月,项目团队计划断开并重新安装两个新的立管软管,以便在不停机的情况下继续生产。自2013年以来,整体执行计划从以往的运营中吸取了最佳实践。在为期15天的海上执行中,项目团队、运维团队、海洋团队和专业承包商之间的合作至关重要。海上作业从准备步骤开始,包括油罐卸载、航向控制系统、安装前目测,然后开始操作一根立管软管并冲洗另一根。然后,对每根软管进行5天的操作断开,更换新软管。在完成所有连接的泄漏测试和水压测试后,生产团队将通过新软管切换生产,并使用另一根软管重复类似的更换步骤。在技术方面,立管软管的更换可能不是一项复杂的任务。尽管海上安装前的预先准备与承包商的经验是至关重要的。与各利益攸关方合作,需要充分注意通过风险评估和若干讲习班产生的缓解和措施来解决有关领域的问题,特别是在安全与健康方面。在不中断生产的情况下更换立管软管是一项挑战。采用单一策略需要努力分解相关活动和顺序分析,以确保所有执行顺利进行,而不会危及HSE问题。此外,在承包商选择阶段,项目组选择了国家合格承包商。事实证明,国家承包商也有类似的能力来管理和交付这种规模的项目,质量非常可接受,但价格具有竞争力。尽管这不是PTTEP的第一个立管软管更换项目,但项目团队希望取得巨大的成就,这只能来自于有效的团队合作,所有相关利益相关者之间的良好合作,以及我们的专业知识和以往经验的基准最佳实践。此外,值得一提的是,海上作业是安全进行的,不会破坏环境和正在进行的生产。
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引用次数: 0
Advancement in Waterflood and EOR Performance Assessment and Optimization with Capacitance-Resistance Model in the Largest Oil Field, Thailand 电容-电阻模型在泰国最大油田注水及提高采收率评价与优化中的应用进展
Pub Date : 2023-02-28 DOI: 10.2523/iptc-22862-ms
R. Laochamroonvorapongse
The main mechanism of waterflooding and enhanced oil recovery (EOR) is oil displacement by injected fluid; however, complexity in the geological system, limited understanding of interwell connectivity, vertical heterogeneity, and lack of injection and production controls lead to lower-than-expected flood performance. This study is aimed to assess and optimize the ongoing waterflood and polymer flooding performance in a mature S1 oil field in Thailand. The capacitance resistance model (CRM) is a physics-based reservoir model that derives interwell connectivity and reservoir properties solely from the input of production, injection, and pressure data. In this study, the rigorous workflow of CRM model coupled with fractional flow model was built by using Python language to dynamically perform the reservoir analysis focusing on the polymer pilot and mature waterflood areas. The reservoir connectivity map and reservoir properties were obtained from the CRM model matching, and the flood optimization plan was the output after coupling those two models. The CRM model provides good fittings of well production rates in case there is sufficient production data and the derived interwell connectivity is in good agreement with the interwell tracer results, the regional sedimentary supply direction, and waterflood analysis by reservoir engineers. The input of bottomhole pressure data from electric submersible pump (ESP) sensors can enhance the quality of CRM fittings, especially when reservoir is in the under-injection state. For the optimization study, well injection rates were adjusted with the objective function to maximize oil reserves, and the results signified a total incremental oil gain of 1 MMSTB approximately. The recommended waterflood optimization plan was implemented and is being evaluated in the field. The integrated CRM workflow could replace the 3D-conventional reservoir simulation model where it may contain high uncertainty of geological structures and characteristics. The CRM also enables the intensive waterflood and EOR assessment as well as flood performance optimization. This application would be a key to ensuring the success of the waterflood and EOR journey.
水驱提高采收率的主要机理是注水驱油;然而,由于地质系统的复杂性、对井间连通性、垂向非均质性的认识有限,以及注入和生产控制的缺乏,导致注水效果低于预期。本研究旨在评估和优化泰国S1成熟油田正在进行的水驱和聚合物驱性能。电容电阻模型(CRM)是一种基于物理的储层模型,仅从生产、注入和压力数据的输入中得出井间连通性和储层性质。本研究以聚合物先导区和成熟水驱区为研究对象,利用Python语言构建了严谨的CRM模型与分流模型相结合的工作流程,对油藏进行动态分析。通过CRM模型匹配得到储层连通性图和储层物性,将两者耦合后的输出为防洪优化方案。如果有足够的生产数据,并且推导出的井间连通性与井间示踪剂结果、区域沉积供应方向和油藏工程师的注水分析结果吻合良好,则CRM模型可以很好地拟合井的产量。电潜泵(ESP)传感器输入的井底压力数据可以提高CRM管件的质量,特别是当油藏处于欠注入状态时。在优化研究中,以原油储量最大化为目标函数调整注入井速度,结果表明,总增量原油产量约为100万桶。推荐的注水优化方案已经实施,并正在现场进行评估。集成的CRM工作流可以取代3d -常规油藏模拟模型,该模型可能包含地质结构和特征的高不确定性。CRM还可以进行密集的注水和EOR评估,以及注水性能优化。该应用将是确保注水和提高采收率成功的关键。
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引用次数: 0
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