利用离心分离机 T2 频谱曲线分析致密砂岩的单分形和多分形维度变化

IF 2.7 4区 环境科学与生态学 Q3 ENERGY & FUELS Greenhouse Gases: Science and Technology Pub Date : 2023-12-24 DOI:10.1002/ghg.2255
Shuailong Feng, Mingyang Li, Junjian Zhang, Guangwei Xu, Veerle Vandeginste, Pengfei Zhang, Wei Ju
{"title":"利用离心分离机 T2 频谱曲线分析致密砂岩的单分形和多分形维度变化","authors":"Shuailong Feng,&nbsp;Mingyang Li,&nbsp;Junjian Zhang,&nbsp;Guangwei Xu,&nbsp;Veerle Vandeginste,&nbsp;Pengfei Zhang,&nbsp;Wei Ju","doi":"10.1002/ghg.2255","DOIUrl":null,"url":null,"abstract":"<p>Pore-fracture structure distribution heterogeneity (PFSH) affects dynamic variation of porosity-permeability of tight sandstone reservoirs, then restricting gas production performance. A fractal model by low-field nuclear magnetic resonance technology (LF-NMR) has been used in the quantitative characterization of PFSH. Among some literature, PFSH was studied by using a saturated <i>T</i><sub>2</sub> spectrum. However, there are few studies on fractal characteristics of <i>T</i><sub>2</sub> spectral morphology in a centrifugal state and its influence on porosity-permeability parameters. In this paper, 30 tight sandstone samples were collected from Taiyuan Formation in Qinshui Basin. Then LF-NMR technology was used to analyze PFSH, and sample types were divided by using <i>T</i><sub>2</sub> spectra difference under saturated and centrifugal conditions. Meanwhile, single (model 1 and 2) and multi-fractal model are adopted to calculate fractal parameters of saturated and centrifugal <i>T</i><sub>2</sub> spectra, and then a difference in fractal parameters under different water conditions was compared. Correlation between different fractal parameters, pore structure and <i>T</i><sub>2 cut-off</sub> value are studied, and a mathematical prediction model for <i>T</i><sub>2 cut-off</sub> value by using fractal and pore structure parameters are established. The results are as follows. (1) All the samples are divided into four types A/B/C/D. For example, the type A sample is characterized by a single peak of <i>T</i><sub>2</sub> spectrum and <i>T</i><sub>2</sub> value is less than 10 ms, which indicates that this type belongs a smaller-pore developed. Type B sample is characterized by a single peak of <i>T</i><sub>2</sub> spectrum and <i>T</i><sub>2</sub> value is10–100 ms, which indicates that this type belongs to mesopore developed. (2) In saturated state (<i>D</i><sub>S</sub>), PFSH of type A sample by using model 1 and 2 is stronger than that of type B, followed by type C and D. Then the multifractal model shows that PFSH of type B sample is stronger than that of other sample types. Correlation between fractal dimension calculated by using single fractal and pore structure parameters is stronger than that of multifractal dimension. (3) <i>T</i><sub>2</sub> spectrum in centrifugal state has fractal characteristics (<i>D</i><sub>i</sub>), and there are certain correlation <i>D</i><sub>i</sub> with <i>D</i><sub>s</sub>. Therefore, a mathematical prediction model for <i>T</i><sub>2 cut-off</sub> value by using fractal and pore structure parameters is established. © 2023 Society of Chemical Industry and John Wiley &amp; Sons, Ltd.</p>","PeriodicalId":12796,"journal":{"name":"Greenhouse Gases: Science and Technology","volume":null,"pages":null},"PeriodicalIF":2.7000,"publicationDate":"2023-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Single and multi-fractal dimension variation of tight sandstone by using centrifuge T2 spectral curve\",\"authors\":\"Shuailong Feng,&nbsp;Mingyang Li,&nbsp;Junjian Zhang,&nbsp;Guangwei Xu,&nbsp;Veerle Vandeginste,&nbsp;Pengfei Zhang,&nbsp;Wei Ju\",\"doi\":\"10.1002/ghg.2255\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Pore-fracture structure distribution heterogeneity (PFSH) affects dynamic variation of porosity-permeability of tight sandstone reservoirs, then restricting gas production performance. A fractal model by low-field nuclear magnetic resonance technology (LF-NMR) has been used in the quantitative characterization of PFSH. Among some literature, PFSH was studied by using a saturated <i>T</i><sub>2</sub> spectrum. However, there are few studies on fractal characteristics of <i>T</i><sub>2</sub> spectral morphology in a centrifugal state and its influence on porosity-permeability parameters. In this paper, 30 tight sandstone samples were collected from Taiyuan Formation in Qinshui Basin. Then LF-NMR technology was used to analyze PFSH, and sample types were divided by using <i>T</i><sub>2</sub> spectra difference under saturated and centrifugal conditions. Meanwhile, single (model 1 and 2) and multi-fractal model are adopted to calculate fractal parameters of saturated and centrifugal <i>T</i><sub>2</sub> spectra, and then a difference in fractal parameters under different water conditions was compared. Correlation between different fractal parameters, pore structure and <i>T</i><sub>2 cut-off</sub> value are studied, and a mathematical prediction model for <i>T</i><sub>2 cut-off</sub> value by using fractal and pore structure parameters are established. The results are as follows. (1) All the samples are divided into four types A/B/C/D. For example, the type A sample is characterized by a single peak of <i>T</i><sub>2</sub> spectrum and <i>T</i><sub>2</sub> value is less than 10 ms, which indicates that this type belongs a smaller-pore developed. Type B sample is characterized by a single peak of <i>T</i><sub>2</sub> spectrum and <i>T</i><sub>2</sub> value is10–100 ms, which indicates that this type belongs to mesopore developed. (2) In saturated state (<i>D</i><sub>S</sub>), PFSH of type A sample by using model 1 and 2 is stronger than that of type B, followed by type C and D. Then the multifractal model shows that PFSH of type B sample is stronger than that of other sample types. Correlation between fractal dimension calculated by using single fractal and pore structure parameters is stronger than that of multifractal dimension. (3) <i>T</i><sub>2</sub> spectrum in centrifugal state has fractal characteristics (<i>D</i><sub>i</sub>), and there are certain correlation <i>D</i><sub>i</sub> with <i>D</i><sub>s</sub>. Therefore, a mathematical prediction model for <i>T</i><sub>2 cut-off</sub> value by using fractal and pore structure parameters is established. © 2023 Society of Chemical Industry and John Wiley &amp; Sons, Ltd.</p>\",\"PeriodicalId\":12796,\"journal\":{\"name\":\"Greenhouse Gases: Science and Technology\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":2.7000,\"publicationDate\":\"2023-12-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Greenhouse Gases: Science and Technology\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1002/ghg.2255\",\"RegionNum\":4,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"ENERGY & FUELS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Greenhouse Gases: Science and Technology","FirstCategoryId":"93","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/ghg.2255","RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENERGY & FUELS","Score":null,"Total":0}
引用次数: 0

摘要

孔隙-裂缝结构分布异质性(PFSH)影响致密砂岩储层孔隙度-渗透率的动态变化,进而制约天然气生产性能。低场核磁共振技术(LF-NMR)分形模型被用于 PFSH 的定量表征。一些文献利用饱和 T2 光谱对 PFSH 进行了研究。然而,关于离心状态下 T2 光谱形态的分形特征及其对孔隙度-渗透性参数影响的研究却很少。本文从沁水盆地太原地层中采集了 30 个致密砂岩样品。采用 LF-NMR 技术对 PFSH 进行分析,并利用饱和与离心条件下的 T2 光谱差异对样品类型进行了划分。同时,采用单分形(模型 1 和 2)和多分形模型计算饱和和离心 T2 光谱的分形参数,比较不同水条件下分形参数的差异。研究了不同分形参数、孔隙结构与 T2 截止值之间的相关性,建立了利用分形参数和孔隙结构参数预测 T2 截止值的数学模型。结果如下(1) 所有样品分为 A/B/C/D 四种类型。例如,A 型样品的特征是 T2 光谱的单峰且 T2 值小于 10 ms,这表明该类型属于较小孔隙发育。类型 B 样品的特征是 T2 光谱的单峰且 T2 值为 10-100 ms,这表明该类型属于中孔发育型。(2)在饱和状态(DS)下,利用模型 1 和 2,A 型样品的 PFSH 强于 B 型样品,其次是 C 型和 D 型样品。利用单分形计算的分形维数与孔隙结构参数之间的相关性强于多分形维数。(3)离心状态下的 T2 光谱具有分形特征(Di),且 Di 与 Ds 存在一定的相关性。因此,利用分形和孔结构参数建立了 T2 临界值的数学预测模型。© 2023 化学工业协会和 John Wiley & Sons, Ltd. 保留所有权利。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Single and multi-fractal dimension variation of tight sandstone by using centrifuge T2 spectral curve

Pore-fracture structure distribution heterogeneity (PFSH) affects dynamic variation of porosity-permeability of tight sandstone reservoirs, then restricting gas production performance. A fractal model by low-field nuclear magnetic resonance technology (LF-NMR) has been used in the quantitative characterization of PFSH. Among some literature, PFSH was studied by using a saturated T2 spectrum. However, there are few studies on fractal characteristics of T2 spectral morphology in a centrifugal state and its influence on porosity-permeability parameters. In this paper, 30 tight sandstone samples were collected from Taiyuan Formation in Qinshui Basin. Then LF-NMR technology was used to analyze PFSH, and sample types were divided by using T2 spectra difference under saturated and centrifugal conditions. Meanwhile, single (model 1 and 2) and multi-fractal model are adopted to calculate fractal parameters of saturated and centrifugal T2 spectra, and then a difference in fractal parameters under different water conditions was compared. Correlation between different fractal parameters, pore structure and T2 cut-off value are studied, and a mathematical prediction model for T2 cut-off value by using fractal and pore structure parameters are established. The results are as follows. (1) All the samples are divided into four types A/B/C/D. For example, the type A sample is characterized by a single peak of T2 spectrum and T2 value is less than 10 ms, which indicates that this type belongs a smaller-pore developed. Type B sample is characterized by a single peak of T2 spectrum and T2 value is10–100 ms, which indicates that this type belongs to mesopore developed. (2) In saturated state (DS), PFSH of type A sample by using model 1 and 2 is stronger than that of type B, followed by type C and D. Then the multifractal model shows that PFSH of type B sample is stronger than that of other sample types. Correlation between fractal dimension calculated by using single fractal and pore structure parameters is stronger than that of multifractal dimension. (3) T2 spectrum in centrifugal state has fractal characteristics (Di), and there are certain correlation Di with Ds. Therefore, a mathematical prediction model for T2 cut-off value by using fractal and pore structure parameters is established. © 2023 Society of Chemical Industry and John Wiley & Sons, Ltd.

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
Greenhouse Gases: Science and Technology
Greenhouse Gases: Science and Technology ENERGY & FUELS-ENGINEERING, ENVIRONMENTAL
CiteScore
4.90
自引率
4.50%
发文量
55
审稿时长
3 months
期刊介绍: Greenhouse Gases: Science and Technology is a new online-only scientific journal dedicated to the management of greenhouse gases. The journal will focus on methods for carbon capture and storage (CCS), as well as utilization of carbon dioxide (CO2) as a feedstock for fuels and chemicals. GHG will also provide insight into strategies to mitigate emissions of other greenhouse gases. Significant advances will be explored in critical reviews, commentary articles and short communications of broad interest. In addition, the journal will offer analyses of relevant economic and political issues, industry developments and case studies. Greenhouse Gases: Science and Technology is an exciting new online-only journal published as a co-operative venture of the SCI (Society of Chemical Industry) and John Wiley & Sons, Ltd
期刊最新文献
Issue Information Core-flooding experiments of various concentrations of CO2/N2 mixture in different rocks: II. Effect of rock properties on residual water Development of a multicomponent counter-current flow model to evaluate the impact of oxygen and water vapor on CO2 removal performance in a hollow fiber membrane contactor Invasion percolation & basin modelling for CCS site screening and characterization A study on degradation and CO2 capture performance of aqueous amino acid salts for direct air capture applications
×
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
现在去查看 取消
×
提示
确定
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
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
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