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Third Party Tariff: A Key Input to NOV Projects Decision Analysis & Decision Quality 第三方关税:NOV项目决策分析与决策质量的关键因素
Pub Date : 2019-08-05 DOI: 10.2118/198852-MS
P. Obeahon, C. Ikpera, A. Laoye
The paper seeks to find the optimum solution on how to develop some portion of a unitized field. The case study involves two fields straddling across four oil mining leases (OMLs), in Niger Delta, Nigeria. Each field were operated independently by JV-A and JV-B until mid-2016 when the operatorship of the straddling reservoirs (SRs) in the unit was granted to JV-B by the regulators, as it is a law in Nigeria that all straddling reservoirs should be developed as a unit under a single operator. The decision on whether JV-A should grant JV-B the right to also operate the non-straddling reservoirs (NSRs) in the unit will depend on the amount of tariff imposed. JV-A will be required to pay hydrocarbon transportation and processing tariffs if it flows its share of the produced hydrocarbon through JV-B's existing facility. The exact amount of tariff is unknown and will be negotiated. Additionally, four feasible evacuation routes exist and will be considered for this evaluation to decide the most profitable and capital efficient investment option. The result shows that the opportunity is very sensitive to hydrocarbon handling tariff; necessitating JV-A choice of evacuation route. In addition, the paper demonstrates how using appropriate project framing and considerations of who will operate the JV-A's non-straddling reservoirs, relied heavily on different hydrocarbon transportation and processing tariffs. It is hoped that this paper having highlighted the importance of tariff charges and the role of proper framing on decision quality will encourage decision makers to adopt this approach during decision analysis and ultimately improve the quality of investment decisions particularly for Non-operated venture (NOV) projects.
本文寻求的是如何开发某一部分统一油田的最优方案。该案例研究涉及尼日利亚尼日尔三角洲的两个油田,横跨四个石油开采租约(oml)。每个油田都由JV-A和JV-B独立运营,直到2016年中期,监管机构将该装置中的跨界油藏(SRs)的运营权授予JV-B,因为尼日利亚的法律规定,所有跨界油藏都应该在一个运营商的领导下作为一个单元进行开发。至于合资企业a是否应授予合资企业b经营该机组内非跨界水库的权利,将视乎所征收的关税数额而定。如果合资企业将其所生产的碳氢化合物份额通过合资企业现有的设施进行流动,则合资企业将需要支付碳氢化合物运输和加工关税。关税的具体数额尚不清楚,将另行协商。此外,存在四条可行的疏散路线,本次评估将考虑这些路线,以决定最有利可图和资本效率最高的投资选择。结果表明,机会对烃类处理关税非常敏感;需要JV-A选择撤离路线此外,本文还演示了如何使用适当的项目框架,并考虑由谁来运营JV-A的非跨界油藏,这在很大程度上取决于不同的油气运输和加工关税。希望本文强调了关税收费的重要性和适当框架对决策质量的作用,将鼓励决策者在决策分析期间采用这种方法,并最终提高投资决策的质量,特别是对于非经营性企业(NOV)项目。
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引用次数: 0
Gains of an Effective Community Management Framework: The OML26 Experience 有效社区管理框架的收益:OML26的经验
Pub Date : 2019-08-05 DOI: 10.2118/198802-MS
Blessyn Okpowo, Ebenezer Ageh, Peter Agodo, A. Okon, B. Mfon, Tata Emmanuel
The Oil Mining License (OML) 26 Asset is in Isoko North Local Government Area, about 60km east of Warri in Delta State, an onshore asset in the northern Niger Delta. NPDC and FHN are partners for a joint operation of the mining lease and currently executes its function through an Asset Management Team (AMT), comprising employees of NPDC and FHN. The company (OML 26 JV) entered into a Global Memorandum of Understanding (GMOU) with OML 26 host communities to create an understanding and guide its relationship with the communities. The GMOU did not produced the desired result as OML 26 operations have often been interrupted by Community related issues. There is a lack of mutual trust on both sides and the Community and its agents tend to hold the company to ransom at the slightest opportunity. In a bid to reverse the trend, the AMT took the initiative to step back and assess the root cause of the acrimony, thoroughly engage the right elements within the Community to gauge their perspectives, and then developed a series of initiatives aimed at regaining the trust of the host communities. A framework is being developed that has engendered collaboration with the host communities (within its operating area) to build a mutually beneficial and symbiotic relationship that enables each party to achieve their goals and aspirations albeit in a peaceful, hitch free atmosphere. The AMT in line with the vision of the JV Partners is committed to sustainable community development, human capital development and capacity building, economic empowerment, and infrastructural growth. This paper highlights the key elements of the framework and the engagement strategies that has enabled the AMT to enjoy relative peace and operational stability while ramping up production and executing developmental projects in the communities.
石油开采许可证(OML) 26资产位于Isoko North Local Government Area,位于三角洲州Warri以东约60公里处,是尼日尔三角洲北部的陆上资产。NPDC和FHN是采矿租赁联合运营的合作伙伴,目前通过由NPDC和FHN员工组成的资产管理团队(AMT)执行其职能。该公司(OML 26合资公司)与OML 26主办社区签署了一份全球谅解备忘录(GMOU),以建立谅解并指导其与社区的关系。GMOU没有产生预期的结果,因为OML 26的操作经常被与社区有关的问题中断。双方缺乏相互信任,社区及其代理人往往一有机会就会向公司勒索赎金。为了扭转这一趋势,AMT主动退后一步,评估恶语相向的根本原因,彻底让社区内的合适人士参与进来,评估他们的观点,然后制定了一系列旨在重新获得东道社区信任的举措。目前正在拟订一个框架,促成与东道社区(在其业务范围内)的合作,以建立一种互利和共生的关系,使每一方能够在和平、无阻碍的气氛中实现其目标和愿望。根据合资伙伴的愿景,AMT致力于可持续社区发展、人力资本开发和能力建设、经济赋权和基础设施增长。本文强调了框架和参与战略的关键要素,这些要素使AMT能够在提高生产和执行社区发展项目的同时享有相对的和平和运营稳定。
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引用次数: 0
Single Trip Tubing Conveyed Perforations Across Multi-Lobed Differentially Depleted Reservoir Complexes In A Highly Deviated Well – Challenges, Lessons Learned & Best Practices 在大斜度井中,单次起下钻油管完成了多节段差异衰竭油藏的射孔作业。挑战、经验教训和最佳实践
Pub Date : 2019-08-05 DOI: 10.2118/198757-MS
Ejimofor Agbo, Chinedu Anyanwu, Oluwasola Olowoyeye, Titus Ini, Victor Emah
This paper demonstrates how 280ft of oil column spread unevenly across multiple and differentially depleted reservoir units separated by shale layers of varying thicknesses in a highly deviated (62 deg.) well was perforated in a one trip system and how the project cost was minimized by achieving multiple perforations in a single trip whilst retaining capacity to effectively cure losses and mitigating post-perforation well control risks. Against the conventional perforation methodology where reservoir units are perforated individually, isolated before carrying out the next perforation in the subsequent reservoir. The one trip system was designed and deployed in one run targeting all the 6 separate carefully selected sand lobes in one run ensuring good standoff from the contact and zonal isolation behind casing. Successful execution was confirmed with all the expected physical outcomes which includes pipe vibration, brine loss as well inspection of the spent guns. A post perforation noise and production logging also confirmed flow across all planned perforation intervals. Perforation of a highly deviated well in differentially depleted multi-lobed reservoirs present significant operational risks. This paper illustrates how one can safely collapse multiple conventional perforation runs into a single trip with its attendant benefits on cost efficiency, crossflow and well control. This is the first of its kind in a swampy terrain, shallow offshore Niger Delta.
本文演示了在一口大斜度(62度)井中,280英尺的油柱是如何在不同厚度的页岩层分隔的多个不同衰竭油藏单元中不均匀分布的,以及如何通过一次起下钻实现多次射孔,同时有效地减少了损失,降低了射孔后的井控风险,从而最大限度地降低了项目成本。传统的射孔方法是将储层单元单独射孔,然后在后续储层中进行下一个射孔。一次起下钻系统的设计和部署在一次入井中,针对所有6个独立的精心挑选的砂瓣,确保与接触层和套管后的层间隔离良好。成功的执行得到了所有预期的物理结果的证实,包括管道振动、盐水损失以及对废枪的检查。射孔后的噪声和生产测井也确认了所有计划射孔段的流量。在差异衰竭多叶油藏中,大斜度井的射孔作业存在很大的操作风险。本文阐述了如何在一次起下钻中安全地完成多个常规射孔作业,并在成本效益、过流和井控方面取得了相应的优势。这是在沼泽地带的第一次,尼日尔三角洲浅海。
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引用次数: 0
Machine Learning Application to Permeability Prediction Using Log & Core Measurements: A Realistic Workflow Application for Reservoir Characterization 利用测井和岩心测量进行渗透率预测的机器学习应用:油藏表征的实际工作流程应用
Pub Date : 2019-08-05 DOI: 10.2118/198874-MS
Francis Eriavbe, Uzoamaka Okene
The use of Artificial Intelligence continues to grow in popularity within the geosciences in view of ever-growing complexity and magnitude of available subsurface data. This is equally evident by the need for faster and accurate interpretations required to find hydrocarbons in ever more challenging and increasingly complex basins. This drive is made necessary in a continuously evolving and cost conscious petroleum industry business environment. Advances in computing architecture now easily allows for more common application of machine learning techniques in day to day geoscience workflows. The use of machine learning in permeability prediction is becoming ever more common place as more specialists adopt this technique for modelling and prediction purposes. Typical machine learning techniques include Fuzzy Logic, Artificial Neural Networks (ANN) and Self Organizing Maps (SOM) amongst others which are run both in supervised and unsupervised modes. The described workflow in this paper was carried out using an available commercial standard petrophysical package with ANN built in modules. This paper describes a typical workflow for predicting reservoir permeability based on an integrated workflow utilizing core measurements integrated with available log data. Permeability is a key rock parameter for understanding fluid flow dynamics and flow rates and its modelling usually poses some unique challenges. Traditionally and statistically, this can be done at a fairly coarse level in cored wells by utilizing Poro-Perm correlations that usually do not capture fine scale variability observed at core scale measurement. These Poro-Perm transforms are subsequently applied on uncored wells to predict permeability. This paper analyses a workflow that aims to utilize a depth-normalized log and core data set trained using an Artificial Neural Network (ANN) module, blind tested on few key cored wells and subsequently used to predict permeability in uncored wells. In conclusion, the recommended workflow will ensure much more realistic and better matching permeability predictions.
鉴于可用地下数据的复杂性和数量不断增长,人工智能的使用在地球科学中越来越受欢迎。同样明显的是,在越来越具有挑战性和日益复杂的盆地中寻找碳氢化合物需要更快、更准确的解释。在不断发展和注重成本的石油行业商业环境中,这种驱动是必要的。计算架构的进步使得机器学习技术在日常地球科学工作流程中的应用更加普遍。随着越来越多的专家采用这种技术进行建模和预测,机器学习在渗透率预测中的应用正变得越来越普遍。典型的机器学习技术包括模糊逻辑、人工神经网络(ANN)和自组织映射(SOM)等,它们在监督和无监督模式下运行。本文描述的工作流程是使用一个可用的商业标准岩石物理包进行的,其中内置了人工神经网络模块。本文介绍了一种典型的储层渗透率预测工作流程,该流程基于岩心测量数据与测井数据相结合的综合工作流程。渗透率是了解流体流动动力学和流速的关键岩石参数,其建模通常面临一些独特的挑战。传统上和统计学上,这可以在取心井中相当粗糙的水平上完成,利用Poro-Perm相关性,通常不能捕捉到在岩心尺度测量中观察到的精细尺度变化。随后,将这些孔隙-渗透率变换应用于未覆盖的井中,以预测渗透率。本文分析了一种工作流程,该流程旨在利用人工神经网络(ANN)模块训练的深度归一化测井和岩心数据集,对几口关键的取心井进行盲测,然后用于预测未取心井的渗透率。总之,推荐的工作流程将确保更现实、更匹配的渗透率预测。
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引用次数: 4
A Non-Resistivity Approach for Estimating Water Saturation A Case Study in Niger-Delta, Nigeria 估算含水饱和度的非电阻率法——以尼日利亚尼日尔三角洲为例
Pub Date : 2019-08-05 DOI: 10.2118/198753-MS
Olabode Awuyo, A. Sunday, A. Fadairo
The notion of Water Saturation is of importance in determining the hydrocarbon saturation (1-Sw) in reservoirs, calculating hydrocarbon in place, hence a vital evidence of reliable formation evaluation. Preconceptions in reserves quantification and hydrocarbon in place estimations arise once the outcome of the water saturation value is erroneous. Several models in the literature have been used for estimating water saturation and oftentimes the variance in confidence level of their results lead to substantial variance in original hydrocarbon in place volumes. Obtaining a better resolution with deeper understanding of the gaps observed in the existing approaches for estimating water saturation (Sw) values have been a major challenge in accurate calculation of hydrocarbon in place. This paper presents a non-resistivity approach for estimating water saturation using Leverett J-function and Reservoir Quality Index with dependency on fluid and facies Values. The innovative approach involves the use of Saturation Height Modelling through Leverett J- function, build facies through Magnetic Resonance Graphical-Based clustering (MRGC) option, use of Regression method and making a simple scripting using logging language (LOGLAN) program in Geolog to achieve the purpose. This current approach has been applied to Niger-Delta alternate shale-sand formation in optimisation of somewhat low recovery of the hydrocarbon reserves due to probably erroneous over estimation of Water Saturation value from Resistivity-based approach. Reliable results from current non-resistivity approach were obtained with average Water Saturation value of 25% as compared to resistivity approach presented by Juhasz with average water saturation value of 32% and non-resistivity approach presented by Brooks-Corey with average water saturation value of 26% and Leverett J- function with average water saturation values of 27% respectively.
含水饱和度的概念对于确定储层含烃饱和度(1-Sw)、计算储层含烃量具有重要意义,因此是可靠评价地层的重要依据。一旦含水饱和度的结果是错误的,储量量化和油气储量估计就会产生先入为主的观念。文献中已经使用了几种模型来估计含水饱和度,通常其结果的置信水平的差异会导致原始油气储量的巨大差异。在现有的估算含水饱和度(Sw)值的方法中,通过更深入地了解观察到的间隙,获得更好的分辨率,一直是准确计算油气的主要挑战。本文提出了一种利用Leverett j函数和依赖于流体和相值的储层质量指数估算含水饱和度的非电阻率方法。创新方法包括利用Leverett J-函数进行饱和高度建模,利用磁共振图聚类(MRGC)选项构建相,利用回归方法以及利用测井语言(logan)编写简单的脚本程序来实现目的。目前的方法已应用于尼日尔三角洲交替页岩砂地层,以优化由于基于电阻率的方法可能错误地高估了含水饱和度值而导致的低采收率油气储量。与Juhasz电阻率法的平均含水饱和度32%、Brooks-Corey非电阻率法的平均含水饱和度26%、Leverett J-函数法的平均含水饱和度27%相比,现有非电阻率法的平均含水饱和度为25%,结果可靠。
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引用次数: 0
Maximising Oil Recovery in Mature Water Floods Using Automated Pattern Flood Management 利用自动化模式洪水管理实现成熟水驱采收率最大化
Pub Date : 2019-08-05 DOI: 10.2118/198797-MS
Edet Ita Okon, Joseph Adeoluwa Adetuberu, D. Appah
One of the most significant challenges for extending production life in mature waterflood fields is high water production. Couple with high reservoir heterogeneity, extensive layering and faulting, these fields often developed irregular flood patterns after decades of production which compounded the challenge to optimizing recovery from these fields. The severity of this problem can be seen in the Niger Delta oil fields where there are several matured fields that are producing at high water cut after many years of water flooding. The main objective of this study is to maximize oil recovery from a matured waterflood oil field while reducing the water cut. To achieve this objective, simulation studies were conducted on two cases scenarios. The first case was modelling and running waterflood simulation studied without applying pattern flood management (No PFM) while the second case scenario was done by exploring an automated pattern flood management (PFM). This was done with the aid of Petrel E&P software platform and ECLIPSE FrontSim to efficiently optimize the rate of water allocated to individual injectors. Using data from one of the oil fields operating in the Niger Delta, their performances were compared. The PFM gave the best result with a cumulative oil production of 30,727,470 STB when compared with the case of No PFM which gave a cumulative oil production of 26,968,224 STB (about 12% increase in oil recovery). The PFM water cut was 16% when compared with the case of No PFM which gave a water cut of 47% (about 63% reduction in water production). Hence, The PFM approach has made it possible to reduce water injection in more than 30% of the injectors while more than 62% of the producers experienced increase production and reduced water cut. The productivity increased upon automation of the workflow will enable engineers to identify the optimal injection allocation factors. It will also help engineers to understand and produce from the reservoir at an optimized decline rate and ensure the increase in ultimate recovery.
成熟注水油田延长生产寿命的最大挑战之一是高含水产量。由于储层非均质性高,层状和断层分布广泛,经过数十年的生产,这些油田经常形成不规则的洪水模式,这加大了这些油田优化采收率的挑战。这个问题的严重性可以从尼日尔三角洲油田中看到,那里有几个经过多年注水后处于高含水生产状态的成熟油田。本研究的主要目标是在降低含水率的同时,最大限度地提高成熟水驱油田的采收率。为了实现这一目标,在两种情况下进行了模拟研究。第一种情况是在没有应用模式洪水管理(No PFM)的情况下进行建模和运行水驱模拟研究,而第二种情况是通过探索自动化模式洪水管理(PFM)来完成的。这是在Petrel E&P软件平台和ECLIPSE FrontSim的帮助下完成的,可以有效地优化分配给各个注入器的水量。利用尼日尔三角洲一个油田的数据,比较了它们的性能。与No PFM的累计产油量26,968,224 STB相比,PFM的累计产油量为30,727,470 STB,效果最好(采收率提高约12%)。与没有PFM的情况相比,PFM的含水率为16%,没有PFM的情况下含水率为47%(约减少63%的产水量)。因此,PFM方法使超过30%的注水井减少了注水量,而超过62%的生产商实现了增产和降低含水率。自动化工作流程提高了生产效率,这将使工程师能够确定最佳的注入分配因素。它还将帮助工程师以最佳递减率了解和开采储层,并确保最终采收率的提高。
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引用次数: 1
Complex Reservoir Re-Development in a Deep Offshore Maturing Field: Akpo Field Case Study 深海成熟油田复杂油藏再开发:Akpo油田案例研究
Pub Date : 2019-08-05 DOI: 10.2118/198747-MS
A. Adeyemi, G. Uwerikowe, T. Tyagi, Jed Oukmal, M. Usman
With increasing complexity of reservoir developments, there is often a marked deviation from the field development plan (FDP), thus, requiring complementary developments with infill wells. This paper addresses this necessity whilst using the Akpo field reservoir B as a case study. Our case is an oil-bearing, highly faulted turbidite channel-levees system. The reservoir comprises three different units (Upper, Middle and Lower) with gross interval of about 140 m and good porosity and permeability values. The hydrocarbon-water contact (HWC) varies across fault blocks with little certainty about reservoir connectivity. It was assumed in the initial FDP that two producers located around the top structure would be supported by two injector wells located on the flanks near the HWC. In 2011, the first producer (Akpo-XP) was completed in the three units and equipped with an inflow control valve (ICV). From fluid samples collected and the selective acquisition of dynamic data from these intervals, results showed that the Upper unit was disconnected from the Middle and Lower units. Consequently, Akpo-XP was forced to produce only from the Middle and Lower units in order to be supported by a northern injector (Akpo-YW) in the same interval. To complete the initial development, another pair of wells (producer-injector) was drilled and completed in the upper unit. All wells were equipped with down-hole pressure gauges for connectivity assessment. In 2015, a seismic monitor was acquired, processed and interpreted whilst integrating production, injection and pressure data. The 4D seismic data confirmed specific fluid movements in the reservoir and a reservoir re-development could be sanctioned with two infill wells (one producer and one injector) with estimated increase in up to 16 Mboe of reserves and incremental production of 13 kbopd. A post-mortem analysis of these two infill wells showed a combined incremental production slightly above expectations.
随着油藏开发的复杂性不断增加,通常会出现与油田开发计划(FDP)的明显偏差,因此需要与填充井进行补充开发。本文以Akpo油田B油藏为例,阐述了这一必要性。我们的案例是一个含油的、高度断裂的浊积岩河道堤防系统。储层由上、中、下三个不同单元组成,总层距约140 m,具有良好的孔隙度和渗透率。油气-水接触面(HWC)因断块而异,对储层连通性几乎没有确定性。在最初的FDP中,假设位于顶部结构周围的两个生产者将由位于HWC附近侧翼的两个注入井支撑。2011年,第一个生产装置(Akpo-XP)在三个单元中完成,并配备了流入控制阀(ICV)。根据所采集的流体样品和选择性采集的这些层段的动态数据,结果表明上部单元与中部和下部单元断开。因此,Akpo-XP被迫只从中下部单元生产,以便在同一段内由北部注入器(Akpo-YW)提供支持。为了完成最初的开发,在上部单元钻完另一对井(生产注入井)。所有井都配备了井下压力表,用于连通性评估。2015年,在整合生产、注入和压力数据的同时,采集、处理和解释了地震监测仪。4D地震数据证实了储层中特定的流体运动,并且可以通过两口填充井(一口生产井和一口注入井)对储层进行重新开发,预计将增加高达1600万桶油当量的储量,增加13万桶/天的产量。对这两口井的事后分析显示,产量增量略高于预期。
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引用次数: 2
Efficient Placement of Relief Well Using Combination of Tools 使用组合工具高效安置减压井
Pub Date : 2019-08-05 DOI: 10.2118/198760-MS
A. Pedro, D. Feltracco, A. Pasquale, E. Gravante
A Well with plug set in both tubing was sabotaged and even after initially capping the well, it was observed that attempting to kill the Target Well via surface pumping was abortive. Therefore, in order to achieve well control, drilling a relief well became imperative and required some critical decision to be taken. This include location selection, type fluid to be used in drilling, the casing setting depth, downhole measuring tools for use, as well as contractors needed in achieving success in a suitation of incomplete well survey data. This paper presents how this keys needs were met in drilling the Relief Well planned for 97days trouble free and performed in 107days from spud to hitting Target Well. The success was on single attempt in spite of it having an incomplete survey record acquired 49 years earlier.
一口两根油管都装有桥塞的井被破坏了,即使在最初封顶之后,通过地面泵送封死目标井的尝试也失败了。因此,为了实现井控,钻井减压井势在必行,需要做出一些关键的决定。这包括位置选择、钻井中使用的流体类型、套管下入深度、使用的井下测量工具,以及在井测数据不完整的情况下取得成功所需的承包商。本文介绍了减压井是如何满足这些关键需求的,从开钻到击中目标井,减压井计划在97天内无故障,在107天内完成。尽管它在49年前就有了不完整的调查记录,但这是一次成功的尝试。
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引用次数: 0
Analysis of Boundary-Dominated Gas Well Production Data 边界主导型气井生产数据分析
Pub Date : 2019-08-05 DOI: 10.2118/198732-MS
S. Mohammed, Prosper Anumah, Justice Sarkodie-kyeremeh, Anthony Morgan, E. Acheaw
Arps’ hyperbolic model has historically been used to analyze and forecast gas well performance. This is largely due to its simplicity and explicit nature. Unfortunately, because of the variations of viscosity-compressibility product with average reservoir pressure during boundary-dominated flow (BDF) period, the Arps’ hyperbolic model overestimates gas reserves and future rates. Consequently, existing rate-decline models rely heavily on pseudotime. Unfortunately, pseudotime requires iteration, which is time-consuming. This paper proposes an empirical rate-decline model for a gas well producing at a constant pressure during BDF. The proposed model utilizes a drawdown correlating parameter that accounts for formation and water compressibilities, as well as the variations of gas properties with pressure. Due to its explicit nature, the proposed rate-decline model can be used to forecast future gas well performance. An explicit model for estimating the decline exponent for a gas well is also proposed. In addition, this paper presents a semi-empirical flowing material balance (SE-FMB) method that allows the estimation of initial gas-in-place, real gas productivity index and estimated ultimate recovery. The advantages of the proposed SE-FMB over the existing methods are two-folds: first, it is iterationless; and second, it avoids the use of a functional relation (or curve fitting) of viscosity-compressibility product and pressure. The results of this study suggest that the decline exponent for a gas well is time-independent at early-time BDF period and time-dependent at late-time BDF period. At very late-time BDF period, the decline exponent tends to zero. Thus, gas well production data exhibit a hyperbolic decline at early-time BDF period and a transition period at late-time BDF period. At very late-time BDF period, an exponential decline is expected. While the exponential-decline period is not observed in practice due to economic-rate constraints, the hyperbolic-decline period is observed in practice. The transition period may or may not be observed in practice depending on the magnitude of the drawdown parameter and the economic-rate constraints. Comparison of the models results indicates that the proposed rate-decline and the classical Arps’ hyperbolic models are consistent with the rate history during the hyperbolic-decline period; however, the proposed rate-decline model out-performs the classical Arps’ hyperbolic model when the transition period prevails. The results of this study also indicate that ignoring the formation and water compressibilities lead to an overestimation of gas reserves even for a normally-pressured gas reservoir. Simulated and field data have been used to demonstrate the validity and applicability of the proposed model and analysis method.
Arps的双曲模型一直用于分析和预测气井动态。这主要是由于它的简单性和显式性质。不幸的是,在边界主导流(BDF)期间,由于粘度-压缩系数随平均储层压力的变化,Arps的双曲模型高估了天然气储量和未来的产量。因此,现有的利率下降模型严重依赖于伪时间。不幸的是,伪时间需要迭代,这很耗时。本文提出了定压采气过程中气井的递减率经验模型。该模型利用了一个降相关参数,该参数考虑了地层和水的压缩性,以及气体性质随压力的变化。由于其明确的性质,所提出的速率递减模型可用于预测未来气井的动态。提出了一个估算气井递减指数的显式模型。此外,本文还提出了一种半经验流动物质平衡(SE-FMB)方法,该方法可以估计初始就地气、实际产气量指数和估计最终采收率。与现有方法相比,所提出的SE-FMB具有两方面的优点:第一,它是无迭代的;其次,它避免了使用粘压缩积与压力的函数关系(或曲线拟合)。研究结果表明,气井的衰减指数在BDF初期与时间无关,在BDF后期与时间相关。在非常晚的BDF时期,下降指数趋于零。因此,气井产量数据在BDF初期呈双曲线下降,在BDF后期呈过渡时期。在非常晚的BDF时期,预计会出现指数级下降。虽然由于经济速率的限制,在实践中没有观察到指数下降期,但在实践中观察到双曲线下降期。在实践中可能观察到过渡时期,也可能没有,这取决于收缩参数的大小和经济速率约束。模型结果的比较表明,本文提出的速率下降模型与经典Arps的双曲模型与双曲下降时期的速率历史是一致的;然而,当过渡期存在时,提出的速率下降模型优于经典Arps的双曲模型。研究结果还表明,忽略地层和水的可压缩性会导致对正常压力气藏的天然气储量估计过高。模拟和现场数据验证了所提出模型和分析方法的有效性和适用性。
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引用次数: 0
Evaluation of Interfacial Friction Models in Stratified Flow: Gas-Liquid Two-Phase Flow 分层流动中界面摩擦模型的评价:气液两相流
Pub Date : 2019-08-05 DOI: 10.2118/198840-MS
Mobolaji Abegunde, T. Briggs, F. Abam, T. Awolola
This research entails evaluation of existing interfacial friction factor, gas-wall shear stress, and liquid wall shear stress correlations for the prediction of liquid holdup in pipelines. In addition, a statistical analysis was conducted on the predicted and measured flow parameters. Stratified horizontal two-phase flow equation was used in deriving an equation that solves for liquid holdup that is dependent on the interfacial shear stress. The model was implemented in a MATLAB integrated development environment to observe the effect of interfacial friction factors obtained from existing correlations. The results obtained from the comparative study of selected friction factors indicate that some of the correlations show high deviation from experimentally determined values. The largest deviation was observed in the model proposed by Sinai which was because of the condition for which it was originally developed is not suited for horizontal stratified two-phase gas-liquid flow. It was also observed that the correlation of Petalas and Aziz gave the best result and least deviation from the measured values. The performance of each correlation was observed to vary with the assumed values of liquid height. All the correlations gave good predictions at 30% liquid height but performed poorly at 40% liquid height.
这项研究需要评估现有的界面摩擦系数、气壁剪切应力和液壁剪切应力的相关性,以预测管道中的含液率。此外,对预测流量参数和实测流量参数进行了统计分析。采用分层水平两相流方程,推导出与界面剪切应力有关的含液率方程。在MATLAB集成开发环境中对模型进行了实现,观察了从已有关联关系中得到的界面摩擦因子对模型的影响。对所选摩擦因数的比较研究结果表明,某些相关性与实验测定值存在较大偏差。西奈提出的模型偏差最大,这是由于其最初发展的条件不适合水平分层气液两相流。还观察到Petalas和Aziz的相关性给出了最好的结果,与测量值的偏差最小。观察到每种相关性的性能随假定的液体高度值而变化。所有的相关性在30%液体高度时都给出了很好的预测,但在40%液体高度时表现不佳。
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引用次数: 1
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Day 3 Wed, August 07, 2019
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