首页 > 最新文献

Day 4 Thu, November 14, 2019最新文献

英文 中文
Formation Damage Assessment and Waterflooding Incompatibility Study for Reduced Sulfate Injection Water 还原性硫酸盐注水地层损害评价及水驱不相容研究
Pub Date : 2019-11-11 DOI: 10.2118/197802-ms
J. Alaamri, Mohammad AlDahlan, I. Al-Yami, A. Alghamdi
Waterflooding has always been considered as a favorable technology to support reservoir pressure during production and enhance recovery. The main challenge that needs to be addressed is the increase in scale potential due to incompatibility of mixing two different waters of different physical and chemical properties. Calcium sulfate scaling can form as a result of the reaction of high calcium produced water with high sulfate injection water. Since there is no feasible method that can efficiently be used to reduce the high calcium content in the formation water, treating the injection water by adding scale inhibitor or lowering its sulfate content is of high interest. Reducing the sulfate content physically through RO membranes or chemically through ion exchange methods can be considered a solution. In this study, different scenarios for using reduced sulfate simulated injection water (SIW) in addition to untreated SIW have been examined as options for waterflooding prior to field application recommendations. Three different concentrations of reduced sulfate SIW (100, 200 and 300 SO4− ppm) in addition to the untreated SIW with almost 4000 ppm of SO4− were used to study water-water reaction and water-rock interaction. The study scheme included static bottle testing for compatibility of the synthetic flooding water and SPW at different mixing ratios and coreflooding at different temperatures for the water-rock interaction. Water-water interaction tests revealed that the reduced sulfate SIW was found to be compatible, and no sign of precipitatation was observed. Untreated SIW showed white precipitates of calcium sulfate when mixed with the high calcium synthetic simulated production water (SPW) at different ratios and temperature. Coreflooding formation damage assessment indicated a reduction in the commercial core plug permeability of less than 12%. Reduced sulfate waterflooding can eliminate the risk of calcium sulfate scale formation damage and minimizing scaling mitigation and challenges requirements.
水驱一直被认为是一种在生产过程中支撑油藏压力、提高采收率的有利技术。需要解决的主要挑战是由于混合两种不同物理和化学性质的水的不相容性而导致水垢潜力的增加。高钙采出水与高硫酸盐注入水反应可形成硫酸钙结垢。由于没有可行的方法可以有效地降低地层水中的高钙含量,因此通过添加阻垢剂或降低其硫酸盐含量来处理注入水是非常有趣的。通过反渗透膜物理地或通过离子交换方法化学地降低硫酸盐含量可以被认为是一种解决方案。在本研究中,除了未经处理的SIW外,还研究了使用还原硫酸盐模拟注入水(SIW)作为水驱的不同方案,然后给出了现场应用建议。除了SO4 -浓度接近4000 ppm的未处理SIW外,还使用了三种不同浓度的硫酸盐SIW(100、200和300 SO4 - ppm)来研究水-水反应和水-岩相互作用。研究方案包括在不同混合比下对合成驱水与SPW的相容性进行静态瓶试验,以及在不同温度下对水岩相互作用进行岩心驱油。水-水相互作用试验表明,还原的硫酸盐SIW是相容的,没有观察到沉淀的迹象。未处理的SIW与高钙合成模拟生产水(SPW)以不同比例和温度混合后,呈现出白色的硫酸钙沉淀。岩心驱油对地层的损害评估表明,商业岩心塞的渗透率降低了不到12%。减少硫酸盐水驱可以消除硫酸钙结垢地层损害的风险,并最大限度地减少结垢和挑战要求。
{"title":"Formation Damage Assessment and Waterflooding Incompatibility Study for Reduced Sulfate Injection Water","authors":"J. Alaamri, Mohammad AlDahlan, I. Al-Yami, A. Alghamdi","doi":"10.2118/197802-ms","DOIUrl":"https://doi.org/10.2118/197802-ms","url":null,"abstract":"\u0000 Waterflooding has always been considered as a favorable technology to support reservoir pressure during production and enhance recovery. The main challenge that needs to be addressed is the increase in scale potential due to incompatibility of mixing two different waters of different physical and chemical properties. Calcium sulfate scaling can form as a result of the reaction of high calcium produced water with high sulfate injection water. Since there is no feasible method that can efficiently be used to reduce the high calcium content in the formation water, treating the injection water by adding scale inhibitor or lowering its sulfate content is of high interest. Reducing the sulfate content physically through RO membranes or chemically through ion exchange methods can be considered a solution.\u0000 In this study, different scenarios for using reduced sulfate simulated injection water (SIW) in addition to untreated SIW have been examined as options for waterflooding prior to field application recommendations. Three different concentrations of reduced sulfate SIW (100, 200 and 300 SO4− ppm) in addition to the untreated SIW with almost 4000 ppm of SO4− were used to study water-water reaction and water-rock interaction. The study scheme included static bottle testing for compatibility of the synthetic flooding water and SPW at different mixing ratios and coreflooding at different temperatures for the water-rock interaction.\u0000 Water-water interaction tests revealed that the reduced sulfate SIW was found to be compatible, and no sign of precipitatation was observed. Untreated SIW showed white precipitates of calcium sulfate when mixed with the high calcium synthetic simulated production water (SPW) at different ratios and temperature. Coreflooding formation damage assessment indicated a reduction in the commercial core plug permeability of less than 12%.\u0000 Reduced sulfate waterflooding can eliminate the risk of calcium sulfate scale formation damage and minimizing scaling mitigation and challenges requirements.","PeriodicalId":11328,"journal":{"name":"Day 4 Thu, November 14, 2019","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80774607","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
Civil Engineering Challenges in Brownfield Projects - A Case Study 棕地工程中的土木工程挑战-个案研究
Pub Date : 2019-11-11 DOI: 10.2118/197858-ms
Sreekanth Nuthanapati, Khalid Adel, I. A. Awadhi
Expansion / Debottlenecking of Industrial or Oil & Gas plants is a common phenomenon and many a times such expansion has to be located within limited plot boundaries posing multiple challenges in locating the equipment and design & execution of supporting civil structures. In some cases, finalized supporting civil structures are not feasible to implement due to additional challenges such as additional underground utilities not identified in as-built survey that may arise during execution stage affecting project schedule. Generally, such unique design challenges are not encountered in Greenfield project development. This paper presents the typical constraints encountered in expansion projects, key parameters required to finalize the innovative solutions and measures / methods adopted to overcome the constraints in most effective and economical way in one of the major brownfield project without affecting safe functioning of existing plant. Vibration transmissibility to structures / equipment from new equipment or old equipment vice versa, physical constraints in supporting / routing new piping, underground utilities present in the plot are some of the major challenges faced during detail engineering. Enhancing existing supporting structures for new codal requirements (e.g. revised seismic definition) and enhanced design life to support additional loads of new project in addition to existing ones are some of the additional challenge faced during engineering and construction of the brown field projects Key parameters to be studied / considered while arriving optimal civil engineering solutions to challenges encountered, dynamic properties of new or existing equipment, foot print and founding details of existing foundations, underground utilities present in the plot / boundaries, presence of ground water table, execution feasibility of proposed new civil structures under plant operating conditions thereby avoiding plant or unit shutdowns etc. The solution arrived may have to be revised based on additional challenges that may unfold during execution stage. Fit for purpose supporting structure configurations, out of box structural designs, usage of unique material etc., are some of the methods adopted in arriving safe and economically sound design to overcome the constraints. Brownfield expansion in constrained plots of existing plants is a common phenomenon in all industries. Fit-for-purpose solution needs to be arrived considering constraints applicable to that equipment / plot while maintaining Plant safety and integrity. Similar approaches may be adopted to mitigate challenges in brownfield expansion of other plants to arrive at cost-effective & safe solutions.
工业或石油和天然气工厂的扩建/去瓶颈是一种普遍现象,很多时候,这种扩建必须位于有限的地块边界内,这在定位设备以及配套土建结构的设计和执行方面带来了多重挑战。在某些情况下,由于在执行阶段可能出现影响项目进度的竣工调查中未确定的额外地下公用设施等额外挑战,最终确定的支持土木结构无法实施。一般来说,在绿地项目开发中不会遇到这种独特的设计挑战。本文介绍了扩建项目中遇到的典型制约因素,确定创新解决方案所需的关键参数,以及在不影响现有工厂安全运行的情况下,以最有效和最经济的方式克服制约因素所采取的措施/方法。新设备或旧设备对结构/设备的振动传递性,反之亦然,支持/路由新管道的物理限制,地块中存在的地下公用设施是细节工程中面临的一些主要挑战。加强现有的支撑结构以满足新的规范要求(例如,修订地震定义),并延长设计寿命以支持除现有项目外的新项目的额外负荷,这是在棕地项目的工程和建设过程中面临的一些额外挑战。在针对遇到的挑战提出最佳土木工程解决方案时,需要研究/考虑的关键参数、新设备或现有设备的动态特性、现有地基的足迹和基础细节,地块/边界中的地下公用设施,地下水位的存在,在工厂运行条件下拟议的新土木结构的执行可行性,从而避免工厂或机组关闭等。到达的解决方案可能必须根据执行阶段可能出现的其他挑战进行修改。适合用途的支撑结构配置,开箱即用结构设计,独特材料的使用等,是达到安全和经济合理的设计,以克服限制的一些方法。在现有工厂有限的地块上进行棕地扩张是所有行业的普遍现象。在保证工厂安全和完整性的同时,需要考虑到适用于该设备/地块的限制条件,得出适合用途的解决方案。可以采用类似的方法来缓解其他工厂棕地扩张的挑战,以获得经济有效且安全的解决方案。
{"title":"Civil Engineering Challenges in Brownfield Projects - A Case Study","authors":"Sreekanth Nuthanapati, Khalid Adel, I. A. Awadhi","doi":"10.2118/197858-ms","DOIUrl":"https://doi.org/10.2118/197858-ms","url":null,"abstract":"\u0000 Expansion / Debottlenecking of Industrial or Oil & Gas plants is a common phenomenon and many a times such expansion has to be located within limited plot boundaries posing multiple challenges in locating the equipment and design & execution of supporting civil structures. In some cases, finalized supporting civil structures are not feasible to implement due to additional challenges such as additional underground utilities not identified in as-built survey that may arise during execution stage affecting project schedule. Generally, such unique design challenges are not encountered in Greenfield project development.\u0000 This paper presents the typical constraints encountered in expansion projects, key parameters required to finalize the innovative solutions and measures / methods adopted to overcome the constraints in most effective and economical way in one of the major brownfield project without affecting safe functioning of existing plant.\u0000 Vibration transmissibility to structures / equipment from new equipment or old equipment vice versa, physical constraints in supporting / routing new piping, underground utilities present in the plot are some of the major challenges faced during detail engineering. Enhancing existing supporting structures for new codal requirements (e.g. revised seismic definition) and enhanced design life to support additional loads of new project in addition to existing ones are some of the additional challenge faced during engineering and construction of the brown field projects\u0000 Key parameters to be studied / considered while arriving optimal civil engineering solutions to challenges encountered, dynamic properties of new or existing equipment, foot print and founding details of existing foundations, underground utilities present in the plot / boundaries, presence of ground water table, execution feasibility of proposed new civil structures under plant operating conditions thereby avoiding plant or unit shutdowns etc. The solution arrived may have to be revised based on additional challenges that may unfold during execution stage.\u0000 Fit for purpose supporting structure configurations, out of box structural designs, usage of unique material etc., are some of the methods adopted in arriving safe and economically sound design to overcome the constraints.\u0000 Brownfield expansion in constrained plots of existing plants is a common phenomenon in all industries. Fit-for-purpose solution needs to be arrived considering constraints applicable to that equipment / plot while maintaining Plant safety and integrity. Similar approaches may be adopted to mitigate challenges in brownfield expansion of other plants to arrive at cost-effective & safe solutions.","PeriodicalId":11328,"journal":{"name":"Day 4 Thu, November 14, 2019","volume":"58 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80990285","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
First Dual-Plug Cementing in a 4.5in Liner in Sub-Saharan Africa 在撒哈拉以南非洲地区,首次在4.5in尾管中进行双桥塞固井
Pub Date : 2019-11-11 DOI: 10.2118/197914-ms
Roberto Elizalde, Pierre-Marie Drevillon
Cementing of a casing string or liner is always considered a crucial phase of the well construction process. The difference with the other phases, is that once cement has been mixed and pumped in the well, there is a limited amount of time for operators to take decisions for troubleshooting or surpassing any obstacles encountered, before cement is no longer pumpable, as at such point, decisions become exponentially costlier, and can even result in the loss of the well, or sidetrack. Steps to mitigate these risks involve extensive pre-planning to identify all possible risk scenarios, and prepare mitigation, elimination and correction methods. Another step is to count with appropriate equipment, backup equipment, and contingency procedures ready to be implemented if required. Decisions such as how much more volume should be pumped if plug bump is not seen, or if volume count should be reset when dart latch is seen, should be reviewed in advance, as a decision-making process cannot take place when the event is seen, as the timeframe to take these decisions are too narrow. Cementing a liner in a deepwater scenario increases the risks during the operation. Inaccuracies for volume counting during displacement are increased, and in situations when there is a small liner, and the displacement volume is greatly larger than the slurry volume, increases inaccuracies even further. Free-fall of cement is also increased, as a heavier slurry is being displaced throughout a longer interval, until it U-turns at the shoe and is finally placed on the annular space. This also increases the risk of not seeing the dart latch with the plug, not being able to reset the volume count to a more precise volume. The cementing phase of the 4.5" liner for the Deepwater Total Moho-Nord Albian Project, presented these risks due to the short 4.5" liner interval. The liner interval can be as short as 450 mts of liner length, equivalent to 10 m3 of cement slurry) in comparison with the TOL depth (average 4,100 m MD, equivalent to over 50 m3 of displacement). The risks were increased as the project relies on plug bump to set a series of annular inflatable packers to help seal the formation from water influxes. This meant that if the theoretical volume was pumped and the plug did not bump at the time, displacement had to stop, and the packers could not be inflated. Rotation, which often helps cement placement, was also not an option in this project, as T&D analysis proved that there was a high risk to exceed the torque limit of the liner connections. All these risks combined, made the cementing operation of the 4.5" liner of the Albian project, one of the most complex and crucial parts of the well operation.
套管或尾管的固井一直被认为是井施工过程中的关键阶段。与其他阶段的不同之处在于,一旦水泥混合并泵入井中,在水泥无法泵入之前,作业者就会在有限的时间内做出排除故障或克服遇到的任何障碍的决定,因为在这个时候,决策成本会成倍增加,甚至可能导致井的损失或侧钻。减轻这些风险的步骤涉及广泛的预先规划,以确定所有可能的风险情景,并准备减轻、消除和纠正方法。另一个步骤是清点适当的设备、备用设备和应急程序,以便在需要时实施。如果没有看到桥塞凸起,应该增加多少排量,或者当看到堵头闩锁时是否应该重新设置排量,这些决定都应该提前进行审查,因为当看到事件时,无法进行决策过程,因为做出这些决定的时间范围太窄。在深水作业中,尾管固井会增加作业过程中的风险。在驱替过程中,体积计数的不准确性会增加,而在衬管较小且驱替体积远大于泥浆体积的情况下,不准确性会进一步增加。水泥的自由落体也增加了,因为较重的泥浆在更长的间隔内被置换,直到它在鞋处u型转弯,最终被放置在环空空间上。这也增加了看不到堵头的风险,无法将体积计数重置为更精确的体积。在深水Total Moho-Nord Albian项目的4.5”尾管固井阶段,由于4.5”尾管间隔较短,存在这些风险。与TOL深度(平均4100 m MD,相当于超过50 m3的排量)相比,尾管间距可短至450 mts,相当于10 m3的水泥浆。由于该项目依赖于桥塞凸起来设置一系列环空膨胀封隔器,以帮助密封地层免受水流入的影响,因此风险增加了。这意味着,如果泵入了理论体积,并且桥塞没有发生碰撞,则必须停止驱油,并且封隔器无法膨胀。旋转通常有助于固井,但在该项目中也不是一个选择,因为T&D分析证明,超过尾管连接扭矩限制的风险很高。所有这些风险加在一起,使得Albian项目的4.5”尾管固井作业成为井作业中最复杂、最关键的部分之一。
{"title":"First Dual-Plug Cementing in a 4.5in Liner in Sub-Saharan Africa","authors":"Roberto Elizalde, Pierre-Marie Drevillon","doi":"10.2118/197914-ms","DOIUrl":"https://doi.org/10.2118/197914-ms","url":null,"abstract":"\u0000 Cementing of a casing string or liner is always considered a crucial phase of the well construction process. The difference with the other phases, is that once cement has been mixed and pumped in the well, there is a limited amount of time for operators to take decisions for troubleshooting or surpassing any obstacles encountered, before cement is no longer pumpable, as at such point, decisions become exponentially costlier, and can even result in the loss of the well, or sidetrack.\u0000 Steps to mitigate these risks involve extensive pre-planning to identify all possible risk scenarios, and prepare mitigation, elimination and correction methods. Another step is to count with appropriate equipment, backup equipment, and contingency procedures ready to be implemented if required. Decisions such as how much more volume should be pumped if plug bump is not seen, or if volume count should be reset when dart latch is seen, should be reviewed in advance, as a decision-making process cannot take place when the event is seen, as the timeframe to take these decisions are too narrow.\u0000 Cementing a liner in a deepwater scenario increases the risks during the operation. Inaccuracies for volume counting during displacement are increased, and in situations when there is a small liner, and the displacement volume is greatly larger than the slurry volume, increases inaccuracies even further. Free-fall of cement is also increased, as a heavier slurry is being displaced throughout a longer interval, until it U-turns at the shoe and is finally placed on the annular space. This also increases the risk of not seeing the dart latch with the plug, not being able to reset the volume count to a more precise volume.\u0000 The cementing phase of the 4.5\" liner for the Deepwater Total Moho-Nord Albian Project, presented these risks due to the short 4.5\" liner interval. The liner interval can be as short as 450 mts of liner length, equivalent to 10 m3 of cement slurry) in comparison with the TOL depth (average 4,100 m MD, equivalent to over 50 m3 of displacement). The risks were increased as the project relies on plug bump to set a series of annular inflatable packers to help seal the formation from water influxes. This meant that if the theoretical volume was pumped and the plug did not bump at the time, displacement had to stop, and the packers could not be inflated. Rotation, which often helps cement placement, was also not an option in this project, as T&D analysis proved that there was a high risk to exceed the torque limit of the liner connections.\u0000 All these risks combined, made the cementing operation of the 4.5\" liner of the Albian project, one of the most complex and crucial parts of the well operation.","PeriodicalId":11328,"journal":{"name":"Day 4 Thu, November 14, 2019","volume":"35 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74167438","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
Casing Running Mechanization on the Semi-Submersible; Maersk Discoverer 半潜式下套管作业机械化马士基发现者
Pub Date : 2019-11-11 DOI: 10.2118/197878-ms
D. Hegab, S. E. Kholy, T. Banger, C. Hoelterling, O. El Shenoufy, R. Boers, W. El Wakeel, M. Najwani, H. Mobarak, B. Courtney, G. Muhiuldin
One of the most serious red-zone hazards on a rig's drill floor is in casing running operations. Manually operated power tong hanging on a rig floor tugger required up to six people to be present in the red zone of the drill floor. In this respect, it was decided to evaluate the latest technological advancements, and work on an improved solution to casing running operations. The challenge on the Maersk Discoverer is the main well center roughneck design, which has historically prevented the team from using an existing mechanized solution from the market. The Casing Running mechanization project was piloted on the Maersk Discoverer rig, in order to mechanize the casing and tubing running operations. Weatherford has specifically designed a bespoke adaptor that fits the Column Mounted Roughneck (CMR) on the main well center allowing for a remotely operated casing running operation. The adopted design overcomes the challenge of tight space between the tong and the well center which prevented the mechanized solution in the past. Weatherford casing and tubing tongs are remotely operated through Weatherford's mechanized control system. This Pilot approach has been installed and tried with multiple casing and tubing sizes. This project brought remarkable results impacting the safety and the performance of our operations through two outcomes. Zero people in the red zone on one hand and on the other hand, improving efficiency of handling the tongs in a controlled manner avoiding excessive and uncontrolled movement of these heavy loads. Consequently, hands-free casing running operations were successfully implemented!
钻井平台钻台上最严重的红区危害之一是下套管作业。悬挂在钻台上的手动动力大钳需要多达6人在钻台的红色区域工作。在这方面,决定评估最新的技术进展,并致力于改进套管下入作业的解决方案。Maersk Discoverer面临的挑战是主要的井中心钻工设计,这一直阻碍了团队使用市场上现有的机械化解决方案。套管下入机械化项目在Maersk Discoverer钻井平台上进行了试验,以实现套管和油管下入作业的机械化。威德福专门设计了一种定制适配器,可将CMR安装在主井中心,从而实现远程下套管作业。采用的设计克服了大钳与井心之间的狭窄空间,这在过去阻碍了机械化解决方案。威德福的套管和油管大钳通过威德福的机械化控制系统进行远程操作。该先导方法已在多种套管和油管尺寸下进行了安装和试验。该项目通过两方面的成果,对我们的安全和运营绩效产生了显著影响。一方面在红色区域内没有人,另一方面,在可控的情况下提高了钳的搬运效率,避免了这些重物的过度和不受控制的移动。因此,成功实施了免手下套管作业!
{"title":"Casing Running Mechanization on the Semi-Submersible; Maersk Discoverer","authors":"D. Hegab, S. E. Kholy, T. Banger, C. Hoelterling, O. El Shenoufy, R. Boers, W. El Wakeel, M. Najwani, H. Mobarak, B. Courtney, G. Muhiuldin","doi":"10.2118/197878-ms","DOIUrl":"https://doi.org/10.2118/197878-ms","url":null,"abstract":"\u0000 One of the most serious red-zone hazards on a rig's drill floor is in casing running operations. Manually operated power tong hanging on a rig floor tugger required up to six people to be present in the red zone of the drill floor. In this respect, it was decided to evaluate the latest technological advancements, and work on an improved solution to casing running operations. The challenge on the Maersk Discoverer is the main well center roughneck design, which has historically prevented the team from using an existing mechanized solution from the market. The Casing Running mechanization project was piloted on the Maersk Discoverer rig, in order to mechanize the casing and tubing running operations. Weatherford has specifically designed a bespoke adaptor that fits the Column Mounted Roughneck (CMR) on the main well center allowing for a remotely operated casing running operation. The adopted design overcomes the challenge of tight space between the tong and the well center which prevented the mechanized solution in the past. Weatherford casing and tubing tongs are remotely operated through Weatherford's mechanized control system. This Pilot approach has been installed and tried with multiple casing and tubing sizes. This project brought remarkable results impacting the safety and the performance of our operations through two outcomes. Zero people in the red zone on one hand and on the other hand, improving efficiency of handling the tongs in a controlled manner avoiding excessive and uncontrolled movement of these heavy loads. Consequently, hands-free casing running operations were successfully implemented!","PeriodicalId":11328,"journal":{"name":"Day 4 Thu, November 14, 2019","volume":"47 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86897215","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
Comparative Analysis of Gas Hydrate Inhibitors: Local and Conventional 天然气水合物抑制剂的比较分析:局部和常规
Pub Date : 2019-11-11 DOI: 10.2118/197429-ms
Virtue Urunwo Elechi, S. S. Ikiensikimama, J. Ajienka, O. Akaranta, M. Onyekonwu, O. Okon
This paper takes a look at the performance of a Locally Sourced Material (LSM) in a laboratory mini flow loop of ½ -inch internal diameter, made from 316 stainless steel pipe sheathed in a 4-inch PVC pipe built on an external metal frame work. The performance of the LSM was measured with that of the conventional hydrate inhibitor 2-(Dimethylamino)ethylmethacrylate (2-DMAEM). The performance evaluation was based on Pressure versus time, change in pressure versus time and initial and final pressure versus time plots. These plots showed that LSM performed better than the conventional 2-DMAEM in all the weight percentages considered (0.01wt% −0.03wt %). The optimum weight percentage for inhibition was 0.02wt% with inhibition efficiency of 81.58% while that of 2-DMAEM was 73.68%. The inhibition efficiency for 0.01wt% and 0.03wt% of LSM wereboth 72.81% whereas that of 2-DMAEM were 51.75% and 76.32% respectively. The LSM is locally sourced, readily available in commercial quantity and also eco-friendly because it is plant based unlike the 2-DMAEM which is toxic and expensive. It is advised that the LSM be developed as an alternative to the conventional inhibitor for gas hydrate inhibition.
本文研究了一种本地采购材料(LSM)在实验室微型流动回路中的性能,内径为1 / 2英寸,由316不锈钢管包裹在外部金属框架上的4英寸PVC管中制成。用常规水合物抑制剂2-(二甲氨基)甲基丙烯酸乙酯(2- dmaem)测定了LSM的性能。性能评价基于压力与时间、压力与时间变化、初始和最终压力与时间图。这些图显示,LSM在所有考虑的重量百分比(0.01wt% ~ 0.03wt %)上都优于传统的2-DMAEM。2-DMAEM的最佳抑菌率为0.02wt%,抑菌率为81.58%;2-DMAEM的抑菌率为73.68%。0.01wt%和0.03wt% LSM的抑菌率分别为72.81%,2-DMAEM的抑菌率分别为51.75%和76.32%。LSM是本地采购的,很容易在商业数量上获得,而且是环保的,因为它是基于植物的,而不是有毒和昂贵的2-DMAEM。建议开发LSM作为传统的天然气水合物抑制剂的替代品。
{"title":"Comparative Analysis of Gas Hydrate Inhibitors: Local and Conventional","authors":"Virtue Urunwo Elechi, S. S. Ikiensikimama, J. Ajienka, O. Akaranta, M. Onyekonwu, O. Okon","doi":"10.2118/197429-ms","DOIUrl":"https://doi.org/10.2118/197429-ms","url":null,"abstract":"\u0000 This paper takes a look at the performance of a Locally Sourced Material (LSM) in a laboratory mini flow loop of ½ -inch internal diameter, made from 316 stainless steel pipe sheathed in a 4-inch PVC pipe built on an external metal frame work. The performance of the LSM was measured with that of the conventional hydrate inhibitor 2-(Dimethylamino)ethylmethacrylate (2-DMAEM). The performance evaluation was based on Pressure versus time, change in pressure versus time and initial and final pressure versus time plots. These plots showed that LSM performed better than the conventional 2-DMAEM in all the weight percentages considered (0.01wt% −0.03wt %). The optimum weight percentage for inhibition was 0.02wt% with inhibition efficiency of 81.58% while that of 2-DMAEM was 73.68%. The inhibition efficiency for 0.01wt% and 0.03wt% of LSM wereboth 72.81% whereas that of 2-DMAEM were 51.75% and 76.32% respectively. The LSM is locally sourced, readily available in commercial quantity and also eco-friendly because it is plant based unlike the 2-DMAEM which is toxic and expensive. It is advised that the LSM be developed as an alternative to the conventional inhibitor for gas hydrate inhibition.","PeriodicalId":11328,"journal":{"name":"Day 4 Thu, November 14, 2019","volume":"34 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88033162","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: 4
Simplifying the Complex: Saturation Modelling in a Challenging Carbonate Reservoir with a Tilted Contact & Significant Imbibition in the Sultanate of Oman 简化复杂油藏:在阿曼苏丹国一个具有倾斜接触和显著渗吸的具有挑战性的碳酸盐岩油藏中建立饱和度模型
Pub Date : 2019-11-11 DOI: 10.2118/197525-ms
S. Hadidi, M. Ferrero, Badar Al Sadi
The fluid fill concept of a complex carbonate reservoir of the Shuaiba Formation has been re-evaluated after 45 years of production. Structural changes post primary drainage resulted in a tilted contact towards the north east and water imbibition into the oil zone in a considerable volume of the reservoir. Rock facies change substantially vertically and laterally as observed from the 25+ cored wells and have camouflaged the fluid fill impact. Reservoir heterogeneity increases from the relatively homogeneous mud-dominated rock type in the central south-east to more heterogeneous grainstones and grain-dominated packstones further away. This paper demonstrates the value of using simplified and structured approaches to analyse saturation profiles to deduce possible fluid fill concept(s) and water saturation distribution. The saturation profile with core permeability and core facies interpretation were used to identify imbibition, map the water table (imbibition) surface and recognize the trend of structural tilting post-charge. The central south-east area has negligible tilting and imbibition with a saturation model that could be simplified to primary drainage. Above the water table, the mud-dominated rock saturation model was the reference point. Due to scarcity of wells unaffected by imbibition or tilt, a benchmark primary-drainage saturation model of analogue carbonate reservoirs was used to create a first-pass saturation model of the mud-dominated rock and identify entry height. The paleo-reference (original FWL) was reconstructed from the OWC picked from 72 vertical wells and smoothed by the general trend of tilt from the shallower seismic horizons. The workflow relied on using the mud-dominated rock saturation model to flag other rock types in uncored wells and possibly reducing the uncertainty in facies distribution. With the complexity at hand, difficulty in populating the facies between wells and time constraints, the water saturation below the water table was interpolated from all vertical wells. The paleo-reference reconstruction indicates substantial tilting of the structure post-charge. One-third of the hydrocarbon volumes are in the imbibed region. The reservoir has been charged close to the irreducible water saturation and the majority of logged wells display paleo imbibed transition zones so it was not possible to utilize saturation-depth signature to identify a large number of distinctive rock types. Due to the aforementioned, the saturation model for all of the reservoir rocks could be simplified by a single saturation function above the paleo-reference and a current water table depth.
经过45年的生产,对帅坝组复杂碳酸盐岩储层流体充填概念进行了重新评价。初次排水后的构造变化导致接触面向东北方向倾斜,并且在相当大的储层中吸水进入油区。从25口以上的取心井观察到,岩石相在垂直和横向上发生了很大的变化,掩盖了流体充填的影响。储层非均质性由中部东南部相对均一的泥质为主的岩石类型向更远的非均质颗粒岩和颗粒为主的砾岩类型发展。本文论证了使用简化和结构化的方法来分析饱和度剖面以推断可能的流体填充概念和含水饱和度分布的价值。利用岩心渗透率饱和度剖面和岩心相解释识别渗吸,绘制地下水位(渗吸)面,识别构造倾斜后充注趋势。中东南地区倾斜和渗吸可以忽略不计,其饱和模式可以简化为一次排水。在地下水位以上,以泥质为主的岩石饱和度模型为参考点。由于缺乏不受渗吸或倾斜影响的井,因此采用模拟碳酸盐岩储层的基准初级排水饱和度模型来建立泥质占主导地位的岩石的第一遍饱和度模型,并确定进入高度。根据从72口直井中采集的OWC重建了古参考资料(原始FWL),并根据较浅地震层的倾斜趋势进行了平滑处理。该工作流程依赖于使用以泥浆为主的岩石饱和度模型来标记未取心井中的其他岩石类型,从而可能减少相分布的不确定性。考虑到复杂性、井间相填充难度和时间限制,对所有直井进行了地下水位以下的含水饱和度插值。古参考资料重建表明构造在充装后发生了明显的倾斜。三分之一的油气体积在吸收区。储层已被充注到接近不可还原的含水饱和度,并且大多数测井井显示古吸收过渡带,因此不可能利用饱和度-深度特征来识别大量独特的岩石类型。综上所述,所有储层岩石的饱和度模型都可以用古参考和当前地下水位之上的单一饱和度函数来简化。
{"title":"Simplifying the Complex: Saturation Modelling in a Challenging Carbonate Reservoir with a Tilted Contact & Significant Imbibition in the Sultanate of Oman","authors":"S. Hadidi, M. Ferrero, Badar Al Sadi","doi":"10.2118/197525-ms","DOIUrl":"https://doi.org/10.2118/197525-ms","url":null,"abstract":"\u0000 The fluid fill concept of a complex carbonate reservoir of the Shuaiba Formation has been re-evaluated after 45 years of production. Structural changes post primary drainage resulted in a tilted contact towards the north east and water imbibition into the oil zone in a considerable volume of the reservoir. Rock facies change substantially vertically and laterally as observed from the 25+ cored wells and have camouflaged the fluid fill impact. Reservoir heterogeneity increases from the relatively homogeneous mud-dominated rock type in the central south-east to more heterogeneous grainstones and grain-dominated packstones further away. This paper demonstrates the value of using simplified and structured approaches to analyse saturation profiles to deduce possible fluid fill concept(s) and water saturation distribution.\u0000 The saturation profile with core permeability and core facies interpretation were used to identify imbibition, map the water table (imbibition) surface and recognize the trend of structural tilting post-charge. The central south-east area has negligible tilting and imbibition with a saturation model that could be simplified to primary drainage.\u0000 Above the water table, the mud-dominated rock saturation model was the reference point. Due to scarcity of wells unaffected by imbibition or tilt, a benchmark primary-drainage saturation model of analogue carbonate reservoirs was used to create a first-pass saturation model of the mud-dominated rock and identify entry height. The paleo-reference (original FWL) was reconstructed from the OWC picked from 72 vertical wells and smoothed by the general trend of tilt from the shallower seismic horizons. The workflow relied on using the mud-dominated rock saturation model to flag other rock types in uncored wells and possibly reducing the uncertainty in facies distribution. With the complexity at hand, difficulty in populating the facies between wells and time constraints, the water saturation below the water table was interpolated from all vertical wells.\u0000 The paleo-reference reconstruction indicates substantial tilting of the structure post-charge. One-third of the hydrocarbon volumes are in the imbibed region. The reservoir has been charged close to the irreducible water saturation and the majority of logged wells display paleo imbibed transition zones so it was not possible to utilize saturation-depth signature to identify a large number of distinctive rock types.\u0000 Due to the aforementioned, the saturation model for all of the reservoir rocks could be simplified by a single saturation function above the paleo-reference and a current water table depth.","PeriodicalId":11328,"journal":{"name":"Day 4 Thu, November 14, 2019","volume":"33 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81248851","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
An Integrated Approach to Tackling the Challenges of Drilling in a Highly Depleted Gas Reservoir 解决高枯竭气藏钻井挑战的综合方法
Pub Date : 2019-11-11 DOI: 10.2118/197461-ms
Zhong-jian Zhang, Yan Wu, Lei Luo, Xueqin Wang, Yonghong Fan, Gang Yi, Chong Chen, Fashou Zhao, Zhang Xiaoping, Wei Liu, Hongwei Dong
In many matured fields around the world, the infill well development faces multiple challenges; reservoir depletion caused by existing wells is unavoidable, the remaining area to be targeted by infill is typically relatively marginal, with thinner formations that still bear significant subsurface uncertainty compared with sweet spot area developed in the initial phase. In addition, some fields are impacted by PSC conditions, with a strict time constraint. When developing infill wells several key aspects have to be considered: starting from potential severe mud losses, drill pipe stuck during the drilling phase, to formation damage, production interference with neighboring wells, earlier load up for gas wells etc. Shell China developed an integrated approach by considering all these challenges, and successfully implemented it for the Changbei tight gas infill well project. During the Design Phase, a series of core lab tests were carried out to evaluate the formation damage and related permeability reduction. The lab test results indicated that the permeability reduction as result of water encroaching into water wet rock formation is significant (+90%), causing a "water locking" effect. Another topic pertaining to the Desing phase in the Changbei field is the optimisation of the dual lateral well trajectory based on the expected depletion state of the reservoir. Also discussed is the horizontal well tubing size optimization, which accounted for the selection matrix based on KH, online date (related to PSC end) and expected reservoir pressure (depleted). In the Delivery phase, the surfactant additive identified through the lab testing has been used into the drilling mud and completion fluid to appropriately mitigate the water locking effect. The lab test results demonstrated that a permeability improvement of at least 10% could be achieved. Furthermore, the surfactant concentration was optimized to maximise the emulsion effect for water treatment and the foaming effect during the drilling phase. This paper also covers the well flowback efficiency improvement achieved by additional nitrogen lifting and prolonged firing time. During the Well Reservoir and Facility Management phase (WRFM), a study of infill well production interference with existing wells was carried out and the recovery could be maximized at the cluster level.
在世界上许多成熟油田,充填井开发面临着多重挑战;现有井造成的储层枯竭是不可避免的,剩余的填充目标区域通常相对边缘,与初始阶段开发的甜点区域相比,较薄的地层仍然具有显著的地下不确定性。此外,一些油田受PSC条件的影响,有严格的时间限制。在开发填充井时,必须考虑几个关键方面:从潜在的严重泥浆漏失、钻井阶段钻杆卡钻、地层损坏、邻近井的生产干扰、气井的早期负荷等。壳牌中国在考虑了上述挑战后,制定了一套综合方案,并在长北致密气井项目中成功实施。在设计阶段,进行了一系列岩心实验室测试,以评估地层损害和相关的渗透率降低。室内试验结果表明,水侵入湿水岩层导致渗透率降低显著(+90%),形成“锁水”效应。与长北油田设计阶段相关的另一个主题是根据油藏的预期枯竭状态对双侧井轨迹进行优化。此外,还讨论了水平井油管尺寸的优化,该优化基于KH、在线数据(与PSC端相关)和预期油藏压力(耗尽)的选择矩阵。在交付阶段,通过实验室测试确定的表面活性剂添加剂已被用于钻井泥浆和完井液中,以适当减轻水锁效应。实验室测试结果表明,渗透率至少可以提高10%。此外,对表面活性剂的浓度进行了优化,以最大限度地提高水处理的乳化效果和钻井阶段的起泡效果。本文还介绍了通过额外提氮和延长烧成时间来提高返排效率的方法。在油井、油藏和设施管理阶段(WRFM),进行了一项研究,研究了填充井与现有井的生产干扰,并在簇级上实现了采收率的最大化。
{"title":"An Integrated Approach to Tackling the Challenges of Drilling in a Highly Depleted Gas Reservoir","authors":"Zhong-jian Zhang, Yan Wu, Lei Luo, Xueqin Wang, Yonghong Fan, Gang Yi, Chong Chen, Fashou Zhao, Zhang Xiaoping, Wei Liu, Hongwei Dong","doi":"10.2118/197461-ms","DOIUrl":"https://doi.org/10.2118/197461-ms","url":null,"abstract":"\u0000 In many matured fields around the world, the infill well development faces multiple challenges; reservoir depletion caused by existing wells is unavoidable, the remaining area to be targeted by infill is typically relatively marginal, with thinner formations that still bear significant subsurface uncertainty compared with sweet spot area developed in the initial phase. In addition, some fields are impacted by PSC conditions, with a strict time constraint.\u0000 When developing infill wells several key aspects have to be considered: starting from potential severe mud losses, drill pipe stuck during the drilling phase, to formation damage, production interference with neighboring wells, earlier load up for gas wells etc.\u0000 Shell China developed an integrated approach by considering all these challenges, and successfully implemented it for the Changbei tight gas infill well project.\u0000 During the Design Phase, a series of core lab tests were carried out to evaluate the formation damage and related permeability reduction. The lab test results indicated that the permeability reduction as result of water encroaching into water wet rock formation is significant (+90%), causing a \"water locking\" effect. Another topic pertaining to the Desing phase in the Changbei field is the optimisation of the dual lateral well trajectory based on the expected depletion state of the reservoir. Also discussed is the horizontal well tubing size optimization, which accounted for the selection matrix based on KH, online date (related to PSC end) and expected reservoir pressure (depleted).\u0000 In the Delivery phase, the surfactant additive identified through the lab testing has been used into the drilling mud and completion fluid to appropriately mitigate the water locking effect. The lab test results demonstrated that a permeability improvement of at least 10% could be achieved. Furthermore, the surfactant concentration was optimized to maximise the emulsion effect for water treatment and the foaming effect during the drilling phase. This paper also covers the well flowback efficiency improvement achieved by additional nitrogen lifting and prolonged firing time.\u0000 During the Well Reservoir and Facility Management phase (WRFM), a study of infill well production interference with existing wells was carried out and the recovery could be maximized at the cluster level.","PeriodicalId":11328,"journal":{"name":"Day 4 Thu, November 14, 2019","volume":"27 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83886853","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 Process Simulation Modeling and Predictive Analytics to Gain Deeper Insights into Machine Health and Performance 集成过程仿真建模和预测分析,以获得对机器健康和性能的更深入的见解
Pub Date : 2019-11-11 DOI: 10.2118/197529-ms
R. Homji, Akshay Bhardwaj
The efficacy of machine learning (ML) algorithms for turbomachinery condition monitoring can be compromised by the lack of robust historical data for training. While unsupervised or deep learning (DL) algorithms may be used when sufficient volumes of ‘labeled’ data are unavailable, they offer limited insights into detected anomalies or outliers. Additionally, the inherent dependency on data volume and variety delays the deployment of these algorithms, making an ML-only approach unsuitable for situations such as a machine's first operating run. The paper discusses how a combination approach utilizing both first-principle based performance algorithms and ML algorithms can address several shortcomings of the ML-only approach. Examples are provided to demonstrate that one type of algorithm can outperform the other in the detection of specific anomalies. Therefore, when deployed in parallel, they provide the ability to predict / detect a larger universe of machine faults. The combination approach can also address the lack of interpretability inherent to ML algorithms in cases wherein both sets of algorithms show anomalous behavior. To further address the issue of data inadequacy and poor data quality, the concept of simulation-based transfer learning is introduced. A thermodynamic simulation model is used to generate performance data for a multistage, variable composition centrifugal pump. This data is then used to train two deep stateful LSTM neural network models to predict pump discharge pressure. In the first model only simulation data is used for training while for the second model both simulation and historical data are used. Prediction results from both models are compared with those from a performance algorithm and an LSTM model trained solely on historical data. Test results demonstrate that the LSTM model trained on both simulation and historical data outperforms the other algorithms. This methodology can be applied successfully to accelerate the deployment and enhance the value of deep learning algorithms for machine performance analysis. An additional benefit of training the model on simulated data derived from well proven thermodynamic/aerodynamic principles, is that the insightfulness of performance algorithms may be ‘inherited’ by the deep learning algorithms.
由于缺乏可靠的训练历史数据,机器学习(ML)算法在涡轮机械状态监测中的有效性可能会受到影响。虽然在没有足够数量的“标记”数据时可以使用无监督或深度学习(DL)算法,但它们对检测到的异常或异常值的见解有限。此外,对数据量和种类的固有依赖延迟了这些算法的部署,使得仅使用ml的方法不适合机器首次运行等情况。本文讨论了如何利用基于第一性原理的性能算法和ML算法的组合方法来解决仅ML方法的几个缺点。实例表明,一种算法在特定异常的检测中优于另一种算法。因此,当并行部署时,它们提供了预测/检测更大范围机器故障的能力。组合方法还可以解决在两组算法都显示异常行为的情况下ML算法固有的可解释性缺乏的问题。为了进一步解决数据不足和数据质量差的问题,引入了基于模拟的迁移学习的概念。采用热力学模拟模型对多级可变成分离心泵进行了性能模拟。然后使用这些数据训练两个深度状态LSTM神经网络模型来预测泵排出压力。在第一个模型中,只使用仿真数据进行训练,而在第二个模型中,同时使用仿真和历史数据。将两种模型的预测结果与性能算法和仅基于历史数据训练的LSTM模型的预测结果进行了比较。测试结果表明,LSTM模型在仿真和历史数据上的训练都优于其他算法。这种方法可以成功地应用于加速部署和提高深度学习算法在机器性能分析中的价值。在经过验证的热力学/空气动力学原理的模拟数据上训练模型的另一个好处是,性能算法的洞察力可能会被深度学习算法“继承”。
{"title":"Integrating Process Simulation Modeling and Predictive Analytics to Gain Deeper Insights into Machine Health and Performance","authors":"R. Homji, Akshay Bhardwaj","doi":"10.2118/197529-ms","DOIUrl":"https://doi.org/10.2118/197529-ms","url":null,"abstract":"\u0000 The efficacy of machine learning (ML) algorithms for turbomachinery condition monitoring can be compromised by the lack of robust historical data for training. While unsupervised or deep learning (DL) algorithms may be used when sufficient volumes of ‘labeled’ data are unavailable, they offer limited insights into detected anomalies or outliers. Additionally, the inherent dependency on data volume and variety delays the deployment of these algorithms, making an ML-only approach unsuitable for situations such as a machine's first operating run.\u0000 The paper discusses how a combination approach utilizing both first-principle based performance algorithms and ML algorithms can address several shortcomings of the ML-only approach. Examples are provided to demonstrate that one type of algorithm can outperform the other in the detection of specific anomalies. Therefore, when deployed in parallel, they provide the ability to predict / detect a larger universe of machine faults. The combination approach can also address the lack of interpretability inherent to ML algorithms in cases wherein both sets of algorithms show anomalous behavior.\u0000 To further address the issue of data inadequacy and poor data quality, the concept of simulation-based transfer learning is introduced. A thermodynamic simulation model is used to generate performance data for a multistage, variable composition centrifugal pump. This data is then used to train two deep stateful LSTM neural network models to predict pump discharge pressure. In the first model only simulation data is used for training while for the second model both simulation and historical data are used.\u0000 Prediction results from both models are compared with those from a performance algorithm and an LSTM model trained solely on historical data. Test results demonstrate that the LSTM model trained on both simulation and historical data outperforms the other algorithms. This methodology can be applied successfully to accelerate the deployment and enhance the value of deep learning algorithms for machine performance analysis. An additional benefit of training the model on simulated data derived from well proven thermodynamic/aerodynamic principles, is that the insightfulness of performance algorithms may be ‘inherited’ by the deep learning algorithms.","PeriodicalId":11328,"journal":{"name":"Day 4 Thu, November 14, 2019","volume":"13 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89234471","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
Tailored Workflow for Optimizing the Hydraulic Fracturing in Tight Reservoir Development: A Case Study from Cambay Basin 致密储层水力压裂优化工作流程:以Cambay盆地为例
Pub Date : 2019-11-11 DOI: 10.2118/197642-ms
V. Pandey, Sunil Kumar Dimri, D. Mathur, Raman R. K. Singh, A. Dutt, S. Khataniar, Ankit Agarwal, A. Herrera, K. Fischer, C. Darous, Vinil Mukku, R. Talreja, D. Gunasekaran, S. Aderemi, Somesh Bahuguna
Rock fabric characteristics of Gamij Field lies in the purview of conventional reservoirs but are as complex and uncertain as unconventional. It is a multi-layered, heterogeneous reservoir on depletion drive with very low permeability. Even after hydraulic fracturing and artificial lift, the production rate lies in the range of 3-4 m3/d. This paper evaluates the impact of past hydraulic fracture operations and uses this understanding to optimize the stimulation strategy for future wells. A customized multidisciplinary modeling and flow simulation workflow; integrating petrophysical, geomechanical, stimulation and production data was adopted and applied to sectors of the field. Two techniques were combined 1. Unconventional (Fast Loop) 2. Conventional (Slow Loop) in an intriguing and iterative manner. Hydraulic Fractures were designed, optimized and calibrated using a rigorous workflow of unstructured grid and unconventional fracture modelling/3D planar fractures in the sector models. Sector model is considered the most effective approach to characterize completion quality in Gamij Field due to the limitation of current modelling technologies to design and simulate hydraulic fractures in full-field model. The results of sector model is validated with full field model and a number of iterations were performed to match pressure from the result to the initially assumed in creation of 3D MEM (Mechanical Earth Model). Reservoir quality (RQ) estimation is affected by complex mineralogy including abundance of iron and titanium rich sediments. Stress regime shows vertical transverse isotropy nature of shales and suggest re-orientations near to fault zones. There are several areas, especially in the eastern part, where the tectonic regime changes from normal to strike-slip faulting. HF modelling not only explains the contrasting behavior of existing wells, but also discusses alternatives that could help to unlock the true potential of the pay zones. This paper elucidates techniques to maximize reservoir understanding and allow optimization of hydraulic fracture design in terms of casing diameter, job size, and design. Simulations shows multiple fractures were created from different preformation cluster in a single stage treatment. Overall, the case study showcases different factors that govern the development of a tight oil reservoir and the ways to characterize and quantify these uncertainties. This work is the first step to quantify the complex reservoir mineralogy, impact of laminations, depletion, stress variation on the efficiency of HF jobs. Identification of potential sweet spots based on reservoir quality and completion quality indexes, establishing well productivity. The uncertainty cannot be eliminated but it ought to be reduced and risk analyzed before the actual execution.
Gamij油田的岩石组构特征属于常规储层,但与非常规储层一样复杂且不确定。该油藏为多层非均质衰竭驱动油藏,渗透率极低。即使经过水力压裂和人工举升,产量仍在3-4 m3/d。本文评估了过去水力压裂作业的影响,并利用这一认识来优化未来油井的增产策略。定制多学科建模和流程仿真工作流;整合了岩石物理、地质力学、增产和生产数据,并将其应用于油田的各个部门。两种技术结合在一起。非常规(快速循环)传统(慢循环)在一个有趣的和迭代的方式。水力裂缝的设计、优化和校准采用了严格的非结构化网格和非常规裂缝建模/3D平面裂缝的工作流程。由于现有建模技术在设计和模拟全油田水力裂缝方面的局限性,扇区模型被认为是表征Gamij油田完井质量的最有效方法。扇区模型的结果与全场模型进行了验证,并进行了多次迭代,以将结果与创建3D MEM(机械地球模型)时的初始假设压力进行匹配。储层质量(RQ)评价受含铁和富钛沉积物丰度等复杂矿物学因素的影响。应力状态显示页岩纵向横向各向同性,表明在断裂带附近重新定向。有几个地区,特别是东部地区,构造体制由正断层向走滑断层转变。高频建模不仅解释了现有井的对比行为,而且还讨论了有助于释放产层真正潜力的替代方案。本文阐述了最大限度地了解储层并在套管直径、作业尺寸和设计方面优化水力压裂设计的技术。模拟表明,在一次压裂中,不同的预储层簇形成了多条裂缝。总的来说,该案例研究展示了影响致密油油藏开发的不同因素,以及描述和量化这些不确定性的方法。这项工作是量化复杂储层矿物学、层压、枯竭、应力变化对高频作业效率的影响的第一步。根据储层质量和完井质量指标识别潜在甜点,确定油井产能。不确定性无法消除,但应该在实际执行之前减少和分析风险。
{"title":"Tailored Workflow for Optimizing the Hydraulic Fracturing in Tight Reservoir Development: A Case Study from Cambay Basin","authors":"V. Pandey, Sunil Kumar Dimri, D. Mathur, Raman R. K. Singh, A. Dutt, S. Khataniar, Ankit Agarwal, A. Herrera, K. Fischer, C. Darous, Vinil Mukku, R. Talreja, D. Gunasekaran, S. Aderemi, Somesh Bahuguna","doi":"10.2118/197642-ms","DOIUrl":"https://doi.org/10.2118/197642-ms","url":null,"abstract":"\u0000 \u0000 \u0000 Rock fabric characteristics of Gamij Field lies in the purview of conventional reservoirs but are as complex and uncertain as unconventional. It is a multi-layered, heterogeneous reservoir on depletion drive with very low permeability. Even after hydraulic fracturing and artificial lift, the production rate lies in the range of 3-4 m3/d. This paper evaluates the impact of past hydraulic fracture operations and uses this understanding to optimize the stimulation strategy for future wells.\u0000 \u0000 \u0000 \u0000 A customized multidisciplinary modeling and flow simulation workflow; integrating petrophysical, geomechanical, stimulation and production data was adopted and applied to sectors of the field. Two techniques were combined 1. Unconventional (Fast Loop) 2. Conventional (Slow Loop) in an intriguing and iterative manner. Hydraulic Fractures were designed, optimized and calibrated using a rigorous workflow of unstructured grid and unconventional fracture modelling/3D planar fractures in the sector models. Sector model is considered the most effective approach to characterize completion quality in Gamij Field due to the limitation of current modelling technologies to design and simulate hydraulic fractures in full-field model.\u0000 \u0000 \u0000 \u0000 The results of sector model is validated with full field model and a number of iterations were performed to match pressure from the result to the initially assumed in creation of 3D MEM (Mechanical Earth Model). Reservoir quality (RQ) estimation is affected by complex mineralogy including abundance of iron and titanium rich sediments. Stress regime shows vertical transverse isotropy nature of shales and suggest re-orientations near to fault zones. There are several areas, especially in the eastern part, where the tectonic regime changes from normal to strike-slip faulting. HF modelling not only explains the contrasting behavior of existing wells, but also discusses alternatives that could help to unlock the true potential of the pay zones. This paper elucidates techniques to maximize reservoir understanding and allow optimization of hydraulic fracture design in terms of casing diameter, job size, and design. Simulations shows multiple fractures were created from different preformation cluster in a single stage treatment. Overall, the case study showcases different factors that govern the development of a tight oil reservoir and the ways to characterize and quantify these uncertainties.\u0000 \u0000 \u0000 \u0000 This work is the first step to quantify the complex reservoir mineralogy, impact of laminations, depletion, stress variation on the efficiency of HF jobs. Identification of potential sweet spots based on reservoir quality and completion quality indexes, establishing well productivity. The uncertainty cannot be eliminated but it ought to be reduced and risk analyzed before the actual execution.\u0000","PeriodicalId":11328,"journal":{"name":"Day 4 Thu, November 14, 2019","volume":"26 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81455033","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
Lean Logistics for Green Field Exploration Activities 绿地勘探活动的精益物流
Pub Date : 2019-11-11 DOI: 10.2118/197705-ms
F. Niccolini, Luca Antonio Chisari, Bruno Maggioni
The necessity to reduce the costs incurred in the oil and gas project lifecycle pushes the oil Companies to evaluate alternative strategies with respect to the standard logistic approach. A case study for offshore logistic optimization and cost reduction is presented for a remote (138 nm from the operating port) deep-water offshore green field exploration project in Morocco (2018). Green field exploration represents a challenging context of operations for logistics due to limited availability of already contracted services and/or infrastructures and possible limited familiarity with O&G of the hosting country. Following main elements of cost saving and optimization opportunities have been identified and pursued: i) exploitation of synergies with other company operated projects, ii) drillship storage capacity exploitation, iii) redeployment of material to reduce company stock and improve spud-in availability, iv) circular economy, v) transportation fleet sizing optimization, vi) flexible services and prompt release after operations conclusion. In presence of a drillship deployed for multiple back-to-back projects, the possibility to load the rig with required materials for the spud-in of subsequent projects represents an opportunity for overall logistic optimization. For the presented case study, the contracted drillship has been loaded at Cyprus, after relevant exploration, with redeployment materials and consumables requested for the spud-in of Morocco exploration. Demobilization from Cyprus has been exploited as mobilization for the Moroccan campaign with the drillship reaching the well site in a status of readiness for spud-in. The materials availability at rig site form the initial project stages determined an optimization of the related transportation fleet and the reduction below 5,000 sqm of the required storage areas footprint within a port that showed limited availability to dedicate existing storage areas to O&G activities. The marine base setup has been further optimized by implementing flexible contractual solutions foreseeing prompt release of unused services. Moving ahead of the standard interpretation of the drillship as only the final delivery point of the supply chain, a new approach has been analyzed and implemented to make efficient use of the drillship's storage capacity by the means of the identification and exploitation of operational logistic opportunities. Overall logistics costs incurred for the Moroccan exploration campaign were of 6.5 M$, meeting the target of capital exposure minimization before commercial discovery and the additional target to avoid binding agreements for infrastructure usage and/or refurbishment.
降低油气项目生命周期成本的必要性促使石油公司评估标准物流方法的替代策略。针对摩洛哥(2018年)的一个远程(距离作业港口138海里)深水海上绿地勘探项目,提出了海上物流优化和降低成本的案例研究。由于已经签约的服务和/或基础设施的可用性有限,以及对东道国石油和天然气的熟悉程度有限,绿地勘探对物流业务来说是一个具有挑战性的环境。节约成本和优化机会的主要要素如下:1)利用与其他公司运营项目的协同效应,2)钻井船存储能力的开发,3)重新部署材料以减少公司库存并提高钻井可用性,4)循环经济,5)运输船队规模优化,6)灵活的服务和作业结束后的及时释放。在多个背靠背项目中部署钻井船的情况下,为后续项目的钻井作业装载所需材料的可能性代表了整体物流优化的机会。在本案例研究中,合同钻井船在相关勘探后已在塞浦路斯装载了摩洛哥勘探启动所需的重新部署材料和消耗品。从塞浦路斯遣散人员被利用为摩洛哥运动的动员,钻井船已抵达井场,处于准备开钻的状态。从项目初始阶段开始,钻井现场的材料可用性决定了相关运输车队的优化,并将港口内所需的存储面积减少到5000平方米以下,这表明将现有存储区域用于油气活动的可用性有限。海军基地设置进一步优化,实施灵活的合同解决方案,及时释放未使用的服务。将钻井船仅仅作为供应链的最终交付点的标准解释提前,分析并实施了一种新的方法,通过识别和开发运营物流机会来有效利用钻井船的存储能力。摩洛哥勘探活动的总体物流成本为650万美元,满足了在商业发现之前将资本风险最小化的目标,以及避免在基础设施使用和/或翻新方面达成约束性协议的额外目标。
{"title":"Lean Logistics for Green Field Exploration Activities","authors":"F. Niccolini, Luca Antonio Chisari, Bruno Maggioni","doi":"10.2118/197705-ms","DOIUrl":"https://doi.org/10.2118/197705-ms","url":null,"abstract":"\u0000 The necessity to reduce the costs incurred in the oil and gas project lifecycle pushes the oil Companies to evaluate alternative strategies with respect to the standard logistic approach. A case study for offshore logistic optimization and cost reduction is presented for a remote (138 nm from the operating port) deep-water offshore green field exploration project in Morocco (2018).\u0000 Green field exploration represents a challenging context of operations for logistics due to limited availability of already contracted services and/or infrastructures and possible limited familiarity with O&G of the hosting country. Following main elements of cost saving and optimization opportunities have been identified and pursued: i) exploitation of synergies with other company operated projects, ii) drillship storage capacity exploitation, iii) redeployment of material to reduce company stock and improve spud-in availability, iv) circular economy, v) transportation fleet sizing optimization, vi) flexible services and prompt release after operations conclusion.\u0000 In presence of a drillship deployed for multiple back-to-back projects, the possibility to load the rig with required materials for the spud-in of subsequent projects represents an opportunity for overall logistic optimization. For the presented case study, the contracted drillship has been loaded at Cyprus, after relevant exploration, with redeployment materials and consumables requested for the spud-in of Morocco exploration. Demobilization from Cyprus has been exploited as mobilization for the Moroccan campaign with the drillship reaching the well site in a status of readiness for spud-in.\u0000 The materials availability at rig site form the initial project stages determined an optimization of the related transportation fleet and the reduction below 5,000 sqm of the required storage areas footprint within a port that showed limited availability to dedicate existing storage areas to O&G activities. The marine base setup has been further optimized by implementing flexible contractual solutions foreseeing prompt release of unused services.\u0000 Moving ahead of the standard interpretation of the drillship as only the final delivery point of the supply chain, a new approach has been analyzed and implemented to make efficient use of the drillship's storage capacity by the means of the identification and exploitation of operational logistic opportunities. Overall logistics costs incurred for the Moroccan exploration campaign were of 6.5 M$, meeting the target of capital exposure minimization before commercial discovery and the additional target to avoid binding agreements for infrastructure usage and/or refurbishment.","PeriodicalId":11328,"journal":{"name":"Day 4 Thu, November 14, 2019","volume":"35 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2019-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74551717","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
期刊
Day 4 Thu, November 14, 2019
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