基于REV应变和煤中尺度变形规律的渗透率模型集及关键参数敏感性分析

IF 4.3 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY
ACS Omega Pub Date : 2025-08-18 DOI:10.1021/acsomega.5c04532
Wei Wang, Wenzhi Li, Jinhao Yu, Yuanping Cheng, Liang Wang*, Zhiming Fang and Xiaochun Li, 
{"title":"基于REV应变和煤中尺度变形规律的渗透率模型集及关键参数敏感性分析","authors":"Wei Wang,&nbsp;Wenzhi Li,&nbsp;Jinhao Yu,&nbsp;Yuanping Cheng,&nbsp;Liang Wang*,&nbsp;Zhiming Fang and Xiaochun Li,&nbsp;","doi":"10.1021/acsomega.5c04532","DOIUrl":null,"url":null,"abstract":"<p >Accurate prediction of permeability can be of great help in the exploitation of coal-bed methane resources. Based on the representative element volume (REV) and cubic law, a series of novel permeability models have been derived in this study, which can be categorized into the model sets of cubic law equivalent (CLE), constant matrix width (CMW), and constant REV volume (CRV), enabling a more realistic representation of the mesoscale deformation behavior of coal under stress environments. The CLE model set containing the real strain relations matches the experimental data better than the CMW model set containing the simplified strain relations. However, the two-parameter fitting (PF-2) errors for both the CMW and CLE model sets are very large. For CMW model sets, the errors of the bulk modulus obtained by PF-2 range from 18.046% to 47.526%, and the maximum fitting errors of the adsorption strain coefficients are 220.648%, 85.461%, and 21.635% for N<sub>2</sub>, CH<sub>4</sub>, and CO<sub>2</sub>; for CLE model sets, the errors of the fracture bulk modulus are close to those of the CMW model set, with the smallest error of 13.953% for the CO<sub>2</sub> experiment and larger errors of 47.705% and 47.700% for the N<sub>2</sub> and CH<sub>4</sub> experiments, respectively. The bias in model predictions is dependent on the fitting error and parameter sensitivity. For the CMW model set, the sensitivities of the bulk modulus and the fracture bulk modulus are consistent and similar to the adsorption strain coefficient, with highly significant sensitivities for all three parameters; in the CLE model set, the sensitivities of the fracture bulk modulus and the internal swelling coefficient are highly significant. The internal swelling coefficient reflects the driving effect of the adsorption-induced VSRM on VSR, which is just the opposite of the adsorption strain coefficient’s influence on the model.</p>","PeriodicalId":22,"journal":{"name":"ACS Omega","volume":"10 33","pages":"37773–37790"},"PeriodicalIF":4.3000,"publicationDate":"2025-08-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://pubs.acs.org/doi/pdf/10.1021/acsomega.5c04532","citationCount":"0","resultStr":"{\"title\":\"Permeability Model Sets Based on REV Strains and the Mesoscale Deformation Law of Coal and Sensitivity Analysis of Key Parameters\",\"authors\":\"Wei Wang,&nbsp;Wenzhi Li,&nbsp;Jinhao Yu,&nbsp;Yuanping Cheng,&nbsp;Liang Wang*,&nbsp;Zhiming Fang and Xiaochun Li,&nbsp;\",\"doi\":\"10.1021/acsomega.5c04532\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p >Accurate prediction of permeability can be of great help in the exploitation of coal-bed methane resources. Based on the representative element volume (REV) and cubic law, a series of novel permeability models have been derived in this study, which can be categorized into the model sets of cubic law equivalent (CLE), constant matrix width (CMW), and constant REV volume (CRV), enabling a more realistic representation of the mesoscale deformation behavior of coal under stress environments. The CLE model set containing the real strain relations matches the experimental data better than the CMW model set containing the simplified strain relations. However, the two-parameter fitting (PF-2) errors for both the CMW and CLE model sets are very large. For CMW model sets, the errors of the bulk modulus obtained by PF-2 range from 18.046% to 47.526%, and the maximum fitting errors of the adsorption strain coefficients are 220.648%, 85.461%, and 21.635% for N<sub>2</sub>, CH<sub>4</sub>, and CO<sub>2</sub>; for CLE model sets, the errors of the fracture bulk modulus are close to those of the CMW model set, with the smallest error of 13.953% for the CO<sub>2</sub> experiment and larger errors of 47.705% and 47.700% for the N<sub>2</sub> and CH<sub>4</sub> experiments, respectively. The bias in model predictions is dependent on the fitting error and parameter sensitivity. For the CMW model set, the sensitivities of the bulk modulus and the fracture bulk modulus are consistent and similar to the adsorption strain coefficient, with highly significant sensitivities for all three parameters; in the CLE model set, the sensitivities of the fracture bulk modulus and the internal swelling coefficient are highly significant. The internal swelling coefficient reflects the driving effect of the adsorption-induced VSRM on VSR, which is just the opposite of the adsorption strain coefficient’s influence on the model.</p>\",\"PeriodicalId\":22,\"journal\":{\"name\":\"ACS Omega\",\"volume\":\"10 33\",\"pages\":\"37773–37790\"},\"PeriodicalIF\":4.3000,\"publicationDate\":\"2025-08-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://pubs.acs.org/doi/pdf/10.1021/acsomega.5c04532\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ACS Omega\",\"FirstCategoryId\":\"92\",\"ListUrlMain\":\"https://pubs.acs.org/doi/10.1021/acsomega.5c04532\",\"RegionNum\":3,\"RegionCategory\":\"化学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"CHEMISTRY, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Omega","FirstCategoryId":"92","ListUrlMain":"https://pubs.acs.org/doi/10.1021/acsomega.5c04532","RegionNum":3,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CHEMISTRY, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0

摘要

渗透率的准确预测对煤层气资源的开发具有重要意义。基于代表性单元体积(REV)和立方定律,推导了一系列新的渗透率模型,可分为立方定律等效(CLE)、等矩阵宽度(CMW)和等REV体积(CRV)模型集,能够更真实地表征煤在应力环境下的中尺度变形行为。包含真实应变关系的CLE模型集比包含简化应变关系的CMW模型集更符合实验数据。然而,CMW和CLE模型集的双参数拟合(PF-2)误差都非常大。对于CMW模型集,PF-2获得的体积模量误差范围为18.046% ~ 47.526%,N2、CH4和CO2的吸附应变系数最大拟合误差分别为220.648%、85.461%和21.635%;对于CLE模型集,裂缝体积模量的误差与CMW模型集接近,CO2实验误差最小,为13.953%,N2和CH4实验误差较大,分别为47.705%和47.700%。模型预测中的偏差取决于拟合误差和参数敏感性。对于CMW模型集,体积模量和裂缝体积模量的敏感性与吸附应变系数一致且相似,三个参数的敏感性都非常显著;在CLE模型集中,裂缝体积模量和内部膨胀系数的敏感性非常显著。内部膨胀系数反映了吸附诱导的VSRM对VSR的驱动作用,与吸附应变系数对模型的影响正好相反。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Permeability Model Sets Based on REV Strains and the Mesoscale Deformation Law of Coal and Sensitivity Analysis of Key Parameters

Accurate prediction of permeability can be of great help in the exploitation of coal-bed methane resources. Based on the representative element volume (REV) and cubic law, a series of novel permeability models have been derived in this study, which can be categorized into the model sets of cubic law equivalent (CLE), constant matrix width (CMW), and constant REV volume (CRV), enabling a more realistic representation of the mesoscale deformation behavior of coal under stress environments. The CLE model set containing the real strain relations matches the experimental data better than the CMW model set containing the simplified strain relations. However, the two-parameter fitting (PF-2) errors for both the CMW and CLE model sets are very large. For CMW model sets, the errors of the bulk modulus obtained by PF-2 range from 18.046% to 47.526%, and the maximum fitting errors of the adsorption strain coefficients are 220.648%, 85.461%, and 21.635% for N2, CH4, and CO2; for CLE model sets, the errors of the fracture bulk modulus are close to those of the CMW model set, with the smallest error of 13.953% for the CO2 experiment and larger errors of 47.705% and 47.700% for the N2 and CH4 experiments, respectively. The bias in model predictions is dependent on the fitting error and parameter sensitivity. For the CMW model set, the sensitivities of the bulk modulus and the fracture bulk modulus are consistent and similar to the adsorption strain coefficient, with highly significant sensitivities for all three parameters; in the CLE model set, the sensitivities of the fracture bulk modulus and the internal swelling coefficient are highly significant. The internal swelling coefficient reflects the driving effect of the adsorption-induced VSRM on VSR, which is just the opposite of the adsorption strain coefficient’s influence on the model.

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
ACS Omega
ACS Omega Chemical Engineering-General Chemical Engineering
CiteScore
6.60
自引率
4.90%
发文量
3945
审稿时长
2.4 months
期刊介绍: ACS Omega is an open-access global publication for scientific articles that describe new findings in chemistry and interfacing areas of science, without any perceived evaluation of immediate impact.
×
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