InSAR作为SAGD作业高频决策工具的案例研究

Courtney D Lucente, Ajinkya V Koleshwar, G. Falorni
{"title":"InSAR作为SAGD作业高频决策工具的案例研究","authors":"Courtney D Lucente, Ajinkya V Koleshwar, G. Falorni","doi":"10.2118/209251-ms","DOIUrl":null,"url":null,"abstract":"\n Reservoir surveillance is a key component of SAGD operations. There are several widely used surveillance techniques which vary in spatial and temporal coverage, resolution, and cost. The most common of which include pressure and temperature observation wells and 4D seismic. This study aims to demonstrate the value of InSAR as a decision-making tool over operating SAGD pads when used in a coordinated surveillance program alongside existing techniques.\n Results acquired from conventional surveillance techniques such as 4D seismic are often compared to those from InSAR at the scale of one of the data sets. A frequent challenge when making these comparisons is different acquisition frequency and coverage. This study compares the relative results from each data set to determine if the same conclusions could be drawn from InSAR as from seismic at varying scales. To do this, SAGD wells are divided into segments at various scales (half, third and quarter well). Results from InSAR and 4D seismic are extracted for each segment and statistics analyzed to determine if InSAR and 4D seismic lead to the same relative outcome and thus might lead to the same operational decisions.\n Results will focus on the ability of InSAR to provide decision making information to SAGD operators like that of other surveillance techniques, but at higher temporal frequency. In particular, the scale at which InSAR provides comparable results to 4D seismic will be investigated and how using InSAR in coordination with seismic may result in more frequent well production optimization.\n Previous attempts to correlate InSAR to existing SAGD surveillance techniques have shown mixed, though often promising results. Difficulties have arisen from attempts to directly compare discrete InSAR values to those of other techniques, often resulting in poor regression coefficients and a lack of confidence. Qualitative comparisons of gridded surfaces provide little insight on how to utilize the InSAR data. This study will demonstrate the scale at which InSAR can provide information to make operational SAGD decisions.","PeriodicalId":224766,"journal":{"name":"Day 2 Wed, April 27, 2022","volume":"187 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-04-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A Case Study on InSAR as a High Frequency Decision Making Tool for SAGD Operations\",\"authors\":\"Courtney D Lucente, Ajinkya V Koleshwar, G. Falorni\",\"doi\":\"10.2118/209251-ms\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"\\n Reservoir surveillance is a key component of SAGD operations. There are several widely used surveillance techniques which vary in spatial and temporal coverage, resolution, and cost. The most common of which include pressure and temperature observation wells and 4D seismic. This study aims to demonstrate the value of InSAR as a decision-making tool over operating SAGD pads when used in a coordinated surveillance program alongside existing techniques.\\n Results acquired from conventional surveillance techniques such as 4D seismic are often compared to those from InSAR at the scale of one of the data sets. A frequent challenge when making these comparisons is different acquisition frequency and coverage. This study compares the relative results from each data set to determine if the same conclusions could be drawn from InSAR as from seismic at varying scales. To do this, SAGD wells are divided into segments at various scales (half, third and quarter well). Results from InSAR and 4D seismic are extracted for each segment and statistics analyzed to determine if InSAR and 4D seismic lead to the same relative outcome and thus might lead to the same operational decisions.\\n Results will focus on the ability of InSAR to provide decision making information to SAGD operators like that of other surveillance techniques, but at higher temporal frequency. In particular, the scale at which InSAR provides comparable results to 4D seismic will be investigated and how using InSAR in coordination with seismic may result in more frequent well production optimization.\\n Previous attempts to correlate InSAR to existing SAGD surveillance techniques have shown mixed, though often promising results. Difficulties have arisen from attempts to directly compare discrete InSAR values to those of other techniques, often resulting in poor regression coefficients and a lack of confidence. Qualitative comparisons of gridded surfaces provide little insight on how to utilize the InSAR data. This study will demonstrate the scale at which InSAR can provide information to make operational SAGD decisions.\",\"PeriodicalId\":224766,\"journal\":{\"name\":\"Day 2 Wed, April 27, 2022\",\"volume\":\"187 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-04-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Day 2 Wed, April 27, 2022\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.2118/209251-ms\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Day 2 Wed, April 27, 2022","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2118/209251-ms","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

储层监测是SAGD作业的关键组成部分。有几种广泛使用的监视技术,它们在空间和时间覆盖范围、分辨率和成本方面各不相同。其中最常见的包括压力、温度观测井和四维地震井。本研究旨在证明当与现有技术一起用于协调监视计划时,InSAR作为操作SAGD垫的决策工具的价值。从常规监测技术(如4D地震)获得的结果经常与InSAR的结果在一个数据集的规模上进行比较。在进行这些比较时,一个常见的挑战是不同的获取频率和覆盖范围。本研究比较了每个数据集的相对结果,以确定是否可以从不同尺度的InSAR得出与地震相同的结论。为了做到这一点,SAGD井被分成不同规模的井段(半井、三井和四分之一井)。对每一段的InSAR和4D地震结果进行提取,并进行统计分析,以确定InSAR和4D地震是否导致相同的相对结果,从而可能导致相同的操作决策。结果将集中在InSAR为SAGD操作员提供决策信息的能力上,就像其他监视技术一样,但在更高的时间频率上。特别是,研究人员将研究InSAR在多大程度上能提供与四维地震相媲美的结果,以及如何将InSAR与地震相结合,从而实现更频繁的油井生产优化。以前将InSAR与现有SAGD监测技术相关联的尝试显示出好坏参半的结果,尽管结果往往很有希望。由于试图将离散的InSAR值与其他技术的值直接比较而产生困难,往往导致回归系数差和缺乏信心。网格表面的定性比较对如何利用InSAR数据提供了很少的见解。该研究将展示InSAR在多大程度上可以为SAGD作业决策提供信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Case Study on InSAR as a High Frequency Decision Making Tool for SAGD Operations
Reservoir surveillance is a key component of SAGD operations. There are several widely used surveillance techniques which vary in spatial and temporal coverage, resolution, and cost. The most common of which include pressure and temperature observation wells and 4D seismic. This study aims to demonstrate the value of InSAR as a decision-making tool over operating SAGD pads when used in a coordinated surveillance program alongside existing techniques. Results acquired from conventional surveillance techniques such as 4D seismic are often compared to those from InSAR at the scale of one of the data sets. A frequent challenge when making these comparisons is different acquisition frequency and coverage. This study compares the relative results from each data set to determine if the same conclusions could be drawn from InSAR as from seismic at varying scales. To do this, SAGD wells are divided into segments at various scales (half, third and quarter well). Results from InSAR and 4D seismic are extracted for each segment and statistics analyzed to determine if InSAR and 4D seismic lead to the same relative outcome and thus might lead to the same operational decisions. Results will focus on the ability of InSAR to provide decision making information to SAGD operators like that of other surveillance techniques, but at higher temporal frequency. In particular, the scale at which InSAR provides comparable results to 4D seismic will be investigated and how using InSAR in coordination with seismic may result in more frequent well production optimization. Previous attempts to correlate InSAR to existing SAGD surveillance techniques have shown mixed, though often promising results. Difficulties have arisen from attempts to directly compare discrete InSAR values to those of other techniques, often resulting in poor regression coefficients and a lack of confidence. Qualitative comparisons of gridded surfaces provide little insight on how to utilize the InSAR data. This study will demonstrate the scale at which InSAR can provide information to make operational SAGD decisions.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信