纳米流体相渗曲线研究进展

doi:10.3969/j.issn.1006-6535.2023.06.001

特种油气藏 ›› 2023, Vol. 30 ›› Issue (6): 1-9.DOI: 10.3969/j.issn.1006-6535.2023.06.001

• 综述 • 下一篇

纳米流体相渗曲线研究进展

屈鸣¹, 孙海童², 梁拓³, 闫婷⁴, 侯吉瑞², 焦红岩⁵, 邓嵩⁶, 杨二龙⁷

1.东北石油大学三亚海洋油气研究院,海南三亚 572024;
2.中国石油大学(北京),北京 102249;
3.西安石油大学,陕西西安 213164;
4.中国石油长庆油田分公司,西安陕西 710018;
5. 中国石化胜利油田分公司,山东东营 257068;
6.常州大学,江苏常州 213164;
7.东北石油大学教育部提高油气采收率重点实验室,黑龙江大庆 163319

收稿日期:2022-09-18 修回日期:2023-09-21 出版日期:2023-12-25 发布日期:2024-01-19
通讯作者: 侯吉瑞(1965—),男,研究员,1987年毕业于延边大学化学专业,2007年毕业于大连理工大学应用化学专业,获博士学位,现从事油田化学及提高采收率方面的研究工作。
作者简介:屈鸣(1988—),男,教授,2011年毕业于中国矿业大学(北京)安全工程专业,2020年毕业于中国石油大学(北京)油气田开发工程专业,获博士学位,现主要从事油田化学与提高采收率方面的研究工作。
基金资助:
国家自然科学基金“低渗特低渗油藏片状纳米材料-微米自适应桥接颗粒协同控窜-调流-驱油理论研究”(52174046);中国石油科技创新基金“特低渗油藏智能片状纳米材料调驱作用机理研究”(2021DQ02-0202)

Research Progress of Nanofluid Phase Permeability Curves

Qu Ming¹, Sun Haitong², Liang Tuo³, Yan Ting⁴, Hou Jirui², Jiao Hongyan⁵, Deng Song⁶, Yang Erlong⁷

1. NEPU Sanya Offshore Oil & Gas Research Institute, Sanya, Hainan 572024, China;
2. China University of Petroleum (Beijing), Beijing 102249, China;
3. Xi'an Shiyou University, Xi'an Shaanxi 213164, China;
4. PetroChina Changqing Oilfield Company, Xi'an, Shaanxi 710018, China;
5. Sinopec Shengli Oilfield Company, Dongying, Shandong 257068, China;
6. Changzhou University, Changzhou, Jiangsu 213164, China;
7. Key Laboratary for Improving Oil and Gas Recovery (Northeast Petroleum University), Ministry of Education, Daqing, Heilongjiang 163319, China

Received:2022-09-18 Revised:2023-09-21 Online:2023-12-25 Published:2024-01-19

摘要/Abstract

摘要： 纳米颗粒具有尺寸极小、比表面积极大且用量极少等特点,被广泛用于油气藏开发,但有关纳米流体相渗曲线的研究鲜有报道。因此,通过文献调研,综述了毛管数、润湿性、温度及净有效压力等因素对纳米流体驱前后相渗曲线形状的影响,对构建相渗曲线的数学模型方法进行总结和讨论,并结合纳米流体特性优选了适用于纳米流体的相渗曲线获取方法。该研究可为纳米流体相渗曲线的准确获取、相渗数值模型的建立及纳米流体驱油机理的深入研究提供一定的理论参考和指导。

关键词: 低渗透油藏, 纳米流体, 相对渗透率曲线, 数学模型

Abstract: Nanoparticles are widely used in oil and gas reservoir development because of their extremely small size, large specific surface area and low dosage, but little research has been reported on the phase permeability curves of nanofluids. Therefore, through literature research, the effects of factors such as the number of capillary, wettability, temperature and net effective pressure on the shape of phase permeability curves before and after the oil displacement by nanofluids are reviewed, the mathematical modeling methods for constructing the phase permeability curves are summarized and discussed, and the method of obtaining phase permeability curves that is applicable to nanofluids is preferred in combination with the characteristics of nanofluids. This study can provide certain theoretical references and guidance for the accurate acquisition of phase permeability curves of nanofluids, the establishment of numerical models of phase permeability and the in-depth study of the mechanism of oil displacement by nanofluids.

Key words: low-permeability reservoir, nanofluid, relative permeability curve, mathematical modeling

中图分类号:

TE357

屈鸣, 孙海童, 梁拓, 闫婷, 侯吉瑞, 焦红岩, 邓嵩, 杨二龙. 纳米流体相渗曲线研究进展[J]. 特种油气藏, 2023, 30(6): 1-9.

Qu Ming, Sun Haitong, Liang Tuo, Yan Ting, Hou Jirui, Jiao Hongyan, Deng Song, Yang Erlong. Research Progress of Nanofluid Phase Permeability Curves[J]. Special Oil & Gas Reservoirs, 2023, 30(6): 1-9.

参考文献

[1] HENDRANINGRAT L,LI Shidong,TORSÆTER O.A coreflood investigation of nanofluid enhanced oil recovery[J].Journal of Petroleum Science and Engineering,2013,111:128-138.
[2] AL-ANSSARI S,BARIFCANI A,WANG Shaobin,et al.Wettability alteration of oil-wet carbonate by silica nanofluid[J].Journal of Colloid and Interface Science,2016,461:435-442.
[3] RAJ I,QU Ming,XIAO Lixiao,et al.Ultralow concentration of molybdenum disulfide nanosheets for enhanced oil recovery[J].Fuel,2019,251:514-522.
[4] LIANG Tuo,HOU Jirui,QU Ming,et al.Application of nanomaterial for enhanced oil recovery[J].Petroleum Science,2022,19(2):882-899.
[5] 侯吉瑞,闻宇晨,屈鸣,等.纳米材料提高油气采收率技术研究及应用[J].特种油气藏,2020,27(6):47-53.
HOU Jirui,WEN Yuchen,QU Ming,et al.Research and application of nano-materials to enhance oil and gas recovery technology[J].Special Oil & Gas Reservoirs,2020,27(6):47-53.
[6] 梁拓,侯吉瑞,屈鸣,等.2-D纳米黑卡室内评价及缝洞型碳酸盐岩油藏矿场应用[J].石油科学通报,2020,5(3):402-411.
LIANG Tuo,HOU JI Rui,QU Ming,et al.2-D smart nanocard nanofluid laboratory evaluation and field application in fractured-vuggy carbonate reservoirs[J].Petroleum Science Bulletin,2020,5(3):402-411.
[7] 吴伟鹏,侯吉瑞,屈鸣,等.2-D智能纳米黑卡微观驱油机理可视化实验[J].油田化学,2020,37(1):133-137.
WU Weipeng,HOU Jirui,QU Ming,et al.Microscopic flooding mechanism experiment visualization of 2-D smart black nano-card[J].Oilfield Chemistry,2020,37(1):133-137.
[8] CHATURVEDI K R,SHARMA T.Rheological analysis and EOR potential of surfactant treated single-step silica nanofluid at high temperature and salinity[J].Journal of Petroleum Science and Engineering,2021,196:107704.
[9] JAFARBEIGI E,SALIMI F,KAMARI E,et al.Effects of modified graphene oxide (GO) nanofluid on wettability and IFT changes:experimental study for EOR applications[J].Petroleum Science,2022,19(4):1779-1792.
[10] 梁星原,周福建,魏韦,等.基于孔隙矿物和流体分布的致密油储层润湿性研究[J].石油钻采工艺,2021,43(5):651-657.
LIANG Xingyuan,ZHOU Fujian,WEI Wei,et al.Study on the wettability of tight oil reservoir based on pore mineral and fluid distribution[J].Oil Drilling & Production Technology,2021,43(5):651-657.
[11] 梁天博,马实英,魏东亚,等.低渗透油藏水锁机理与助排表面活性剂的优选原则[J].石油学报,2020,41(6):745-752.
LIANG Tianbo,MA Shiying,WEI Dongya,et al.Water blocking mechanism of low-permeability reservoirs and screening principle of flowback surfactants[J].Acta Petrolei Sinica,2020,41(6):745-752.
[12] PARVAZDAVANI M,MASIHI M,GHAZANFARI M H.Monitoring the influence of dispersed nano-particles on oil-water relative permeability hysteresis[J].Journal of Petroleum Science and Engineering,2014,124:222-231.
[13] ADENUTSI C D,LI Zhiping,LAI Fengpeng,et al.Pore pressure variation at constant confining stress on water-oil and silica nanofluid-oil relative permeability[J].Journal of Petroleum Exploration and Production Technology,2019,9(3):2065-2079.
[14] 翟浩雅.改性纳米SiO₂颗粒改变岩石润湿性及驱油效果研究[D].北京:中国石油大学(北京),2020.
ZHAI Haoya.Study of modified SiO₂ nano particles changing rock wettability and oil displacement effect[D].Beijing:China University of Petroleum(Beijing),2020.
[15] 张新民,郭拥军,冯茹森,等.适合渤海绥中361油田二元复合驱体系性能研究[J].油田化学,2012,29(3):322-325.
ZHANG Xinmin,GUO Yongjun,FENG Rusen,et al.Performance of surfactant/polymer flooding system suitable for Suizhong 361 Oilfield[J].Oilfield Chemistry,2012,29(3):322-325.
[16] QI Lianqing,LIU Zongzhao,YANG Chengzhi,et al.Supplement and optimization of classical capillary number experimental curve for enhanced oil recovery by combination flooding[J].Science China Technological Sciences,2014,57(11):2190-2203.
[17] 杨景斌,侯吉瑞,屈鸣,等.2-D智能纳米黑卡在低渗透油藏中的驱油性能评价[J].油田化学,2020,37(2):305-310.
YANG Jingbin,HOU Jirui,QU Ming,et al.Evaluation of oil displacement performance of two-dimensional smart black nano-card in low permeability reservoir[J].Oilfield Chemistry,2020,37(2):305-310.
[18] FOSTER W R.A low-tension waterflooding process[J].Journal of Petroleum Technology,1973,25(2):205-210.
[19] CHATZIS I,MORROW N R.Correlation of capillary number relationships for sandstone[J].Society of Petroleum Engineers Journal,1984,24(5):555-562.
[20] JIN Minquan.A study of nonaqueous phase liquid characterization and surfactant remediation[D].Austin:The University of Texas,1995.
[21] PENNELL K D,POPE G A,ABRIOLA L M.Influence of viscous and buoyancy forces on the mobilization of residual tetrachloroethylene during surfactant flushing[J].Environmental Science and Technology,1996,30(4):1328-1335.
[22] PENNELL K D,JIN Minquan,ABRIOLA L M,et al.Surfactant enhanced remediation of soil columns contaminated by residual tetrachloroethylene[J].Journal of Contaminant Hydrology,1994,16(1):35-53.
[23] LIE K.An Introduction to reservoir simulation using MATLAB/GNU octave:user guide for the MATLAB reservoir simulation toolbox (MRST)[M].Cambridge:Cambridge University Press,2019:238-243.
[24] AL-SHALABI E W,SEPEHRNOORI K,POPE G.New mobility ratio definition for estimating volumetric sweep efficiency of low salinity water injection[J].Fuel,2015,158:664-671.
[25] LI Ying,LI Haitao,CHEN Shengnan,et al.The second critical capillary number for chemical flooding in low permeability reservoirs:experimental and numerical investigations[J].Chemical Engineering Science,2019,196:202-213.
[26] AL-SHALABI EMAD W.捕集数对碳酸盐岩油藏生物聚合物驱采收率的影响[J].石油勘探与开发,2022,49(4):778-786.
AL-SHALABI EMAD W.Effects of trapping number on biopolymer flooding recovery of carbonate reservoirs[J].Petroleum Exploration and Development,2022,49(4):778-786.
[27] FULCHER R A,ERTEKIN T,STAHL C D.Effect of capillary number and its constituents on two-phase relative permeability curves[J].Journal of Petroleum Technology,1985,37(2):249-260.
[28] GUO Hu,DOU Ma,WANG Hanqing,et al.Proper use of capillary number in chemical flooding[J].Journal of Chemistry,2017,2017:1-11.
[29] 王刚,王德民,夏惠芬,等.聚合物驱后用甜菜碱型表面活性剂提高驱油效率机理研究[J].石油学报,2007,28(4):86-90.
WANG Gang,WANG Demin,XIA Huifen,et al.Mechanism for enhancing oil-displacement efficiency by betaine surfactant after polymer flooding[J].Acta Petrolei Sinica,2007,28(4):86-90.
[30] WASAN D,NIKOLOV A,KONDIPARTY K.The wetting and spreading of nanofluids on solids:role of the structural disjoining pressure[J].Current Opinion in Colloid & Interface Science,2011,16(4):344-349.
[31] WASAN D T,NIKOLOV A D.Spreading of nanofluids on solids[J].Nature,2003,423(6936):156-159.
[32] ABHISHEK R,HAMOUDA A A,MURZIN I.Adsorption of silica nanoparticles and its synergistic effect on fluid/rock interactions during low salinity flooding in sandstones[J].Colloids and Surfaces A:Physicochemical and Engineering Aspects,2018,555:397-406.
[33] JU Binshan,DAI Shugao,LUAN Zhian,et al.A study of wettability and permeability change caused by adsorption of nanometer structured polysilicon on the surface of porous media[C].SPE77938-MS,2002:1-12.
[34] 曹仁义,程林松,杜旭林,等.致密油藏渗流规律及数学模型研究进展[J].西南石油大学学报(自然科学版),2021,43(5):113-136.
CAO Renyi,CHENG Linsong,DU Xulin,et al.Research progress on fluids flow mechanism and mathematical model in tight oil reservoirs[J].Journal of Southwest Petroleum University(Science & Technology Edition),2021,43(5):113-136.
[35] JU Binshan,FAN Tailiang.Experimental study and mathematical model of nanoparticle transport in porous media[J].Powder Technology,2009,192(2):195-202.
[36] GIRALDO J,BENJUMEA P,LOPERA S,et al.Wettability alteration of sandstone cores by alumina-based nanofluids[J].Energy & Fuels,2013,27(7):3659-3665.
[37] LU Teng,LI Zhaomin,ZHOU Yan,et al.Enhanced oil recovery of low-permeability cores by SiO₂ nanofluid[J].Energy & Fuels,2017,31(5):5612-5621.
[38] WANG Lan,LI Zhiping,ADENUTSI C D,et al.An experimental study of the effect of three metallic oxide nanoparticles on oil-water relative permeability curves derived from the JBN and extended JBN methods[J].Journal of Petroleum Science and Engineering,2020,192:107257.
[39] FIEDLER S L,IZVEKOV S,VIOLI A.The effect of temperature on nanoparticle clustering[J].Carbon,2007,45(9):1786-1794.
[40] BAI Yun,PU Chunsheng,LIU Shuai,et al.A novel amphiphilic Janus nano-silica for enhanced oil recovery in low-permeability reservoirs:an experimental study[J].Colloids and Surfaces A:Physicochemical and Engineering Aspects,2022,637(21):128279.
[41] MAHMOUDI S,JAFARI A,JAVADIAN S.Temperature effect on performance of nanoparticle/surfactant flooding in enhanced heavy oil recovery[J].Petroleum Science,2019,16(6):1387-1402.
[42] CASPAR,DANIEL,ADENUTSI,et al.Performance of relative permeability and two-phase flow parameters under net effective stress in waterwet porous media:a comparative study of water-oil versus silica nanofluid-oil[J].Arabian Journal for Science & Engineering,2018,43(11):6555-6565.
[43] EL-AMIN M F,SALAMA A,SUN Shuyu.Numerical and dimensional analysis of nanoparticles transport with two-phase flow in porous media[J].Journal of Petroleum Science and Engineering,2015,128:53-64.
[44] REN Xiaoxia,LI Aifen,FU Shuaishi,et al.Experimental study on the oil-water relative permeability relationship for tight sandstone considering the nonlinear seepage characteristics[J].Journal of Petroleum Science and Engineering,2018,161:409-416.
[45] 李斌会,费春光,付兰清,等.致密砂岩油藏油水相对渗透率计算方法研究[J].石油科学通报,2019,4(1):83-91.
LI Binhui,FEI Chunguang,FU Lanqing,et al.Calculation method for oil-water relative permeability in a tight sandstone reservoir[J].Petroleum Science Bulletin,2019,4(1):83-91.
[46] WANG Han,SU Yuliang,WANG Wendong,et al.Relative permeability model of oil-water flow in nanoporous media considering multi-mechanisms[J].Journal of Petroleum Science and Engineering,2019,183:106361.
[47] 苏海波,张世明,孙业恒,等.基于分形理论的低渗透油藏油水相对渗透率模型[J].油气地质与采收率,2020,27(4):67-78.
SU Haibo,ZHANG Shiming,SUN Yeheng,et al.Oil-water relative permeability model of low permeability reservoir based on fractal theory[J].Petroleum Geology and Recovery Efficiency,2020,27(4):67-78.
[48] ADIBIFARD M,TALEBKEIKHAH M,SHARIFI M,et al.Iterative ensemble Kalman filter and genetic algorithm for automatic reconstruction of relative permeability curves in the subsurface multi-phase flow[J].Journal of Petroleum Science and Engineering,2020,192:107264.
[49] JAHANBAKHSHI S,PISHVAIE M R,BOOZARJOMEHRY R B.Joint estimation of absolute and relative permeabilities using ensemble-based Kalman filter[J].Journal of Natural Gas Science and Engineering,2015,26:1232-1245.
[50] 刘巍,刘威,谷建伟,等.利用卡尔曼滤波和人工神经网络相结合的油藏井间连通性研究[J].油气地质与采收率,2020,27(2):118-124.
LIU Wei,LIU Wei,GU Jianwei,et al.Research on interwell connectivity of oil reservoirs based on Kalman filter and artificial neural network[J].Petroleum Geology and Recovery Efficiency,2020,27(2):118-124.
[51] 陆自清.基于卡尔曼滤波的动态地质模型导向方法[J].石油钻探技术,2021,49(1):113-120.
LU Ziqing.Geosteering methods of a dynamic geological model based on Kalman filter[J]. Petroleum Drilling Techniques,2021,49(1):113-120.
[52] AL-SARIHI A,YOU Zhenjiang,BEHR A,et al.Admissible parameters for two-phase coreflood and Welge-JBN method[J].Transport in Porous Media,2020,131(3):831-871.
[53] AL-SARIHI A,YOU Zhenjiang,BEHR A,et al.Coreflood planning criteria for relative permeability computation by Welge-JBN method[J].The APPEA Journal,2018,58(2):664.

纳米流体相渗曲线研究进展

Research Progress of Nanofluid Phase Permeability Curves

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