基于微焦点CT的三维数字岩心分析研究进展RESEARCH ADVANCE OF 3D DIGITAL CORE ANALYSIS BASED ON THE MICRO-FOCUS CT
王代刚,胡永乐
WANG Daigang,HU Yongle
摘要(Abstract):
基于微焦点CT的三维数字岩心分析技术已成为研究岩石孔隙尺度下流体渗流及驱替机理的行之有效的方法。从微焦点CT扫描、模拟方法和储层物性参数评价3个方面,阐述了国内外基于微焦点CT的三维数字岩心分析技术的研究进展,为该技术的深入研究提供参考。通过对三维数字岩心分析研究现状进行总结,认为存在3个有待于改进和研究的问题:(1)孔隙介质中流体渗流及驱替机理的升尺度模拟;(2)孔隙尺度下岩石物理属性的准确表征;(3)非常规油气资源的三维数字岩心分析。
3D digital core analysis technique based on the micro-focus CT has become one of the most effective methods for researching the fluid flowing and displacing mechanisms on the scale of the rock pore.From the viewpoints of the micro-focus CT,simulating method and evaluation of the reservoir physical-property parameters,the research advance of 3D digital core analysis technology at home and abroad is discussed,thus the references are presented for the further study and investigation of the technique.The summary of the current conditions of the core analysis and research show that there are three following problems needed to be improved and further investigated:(1) upscaling modeling for the flowing and displacing mechanisms in the porous media;(2) accurate characterization of the petrophysical properties on the pore scale;(3) 3D digital core analysis of unconventional hydrocarbon resources.
关键词(KeyWords):
微焦点CT;数字岩心分析;模拟方法;物性参数评价;综述
micro-focus CT;digital core analysis;modeling method;physical property parameter evaluation;overview
基金项目(Foundation): 国家“十二五”科技重大专项“高含水油田提高采收率新技术:剩余油分布综合预测与精细注采结构调整技术”(2011ZX05010-002)资助
作者(Author):
王代刚,胡永乐
WANG Daigang,HU Yongle
参考文献(References):
- [1]刘雪锋,张伟伟,孙建孟.三维数字岩心建模方法综述[J].地球物理学进展,2013,28(6):3066-3072.
- [2]Dvorkin J,Fang Q,Derzhi N.Etudes in computational rock physics:alterations and benchmarking[J].Geophysics,2012,77(3):45-52.
- [3]Dvorkin J,Derzhi N,Diaz E,et al.Relevance of computational rock physics[J].Geophysics,2011,76(5):141-153.
- [4]刘向君,朱洪林,梁利喜.基于微CT技术的砂岩数字岩石物理实验[J].地球物理学报,2014,57(4):1133-1140.
- [5]Flannery B P,Deckman H W,Roberge W G,et al.Three-dimensional X-ray microtomography[J].Science,1987,237(4821):1439-1444.
- [6]Dunsmuir J H,Ferguson S R,Amico K L,et al.X-ray microtomography:a new tool for the characterization of porous media[R].SPE 22860,1991.
- [7]Hazlett R D.Simulation of capillary-dominated displacements in microtomographic images of reservoir rocks[J].Transport in Porous Media,1995,20(1):21-35.
- [8]Mtinch B,Trtik P,Marone F,et al.Stripe and ring artifact removal with combined wavelet-Fourier filtering[J].Optics Express,2009,17(10):8567-8591.
- [9]侯健,邱茂鑫,陆努,等.采用CT技术研究岩心剩余油微观赋存状态[J].石油学报,2014,35(2):319-325.
- [10]Blunt M J,Bijeljic B,Dong H,et al.Pore-scale imaging and modeling[J].Advances in Water Resources,2013,51:197-216.
- [11]Zaretskiy Y,Geiger S,Sorbie K,et al.Efficient flow and transport simulations in reconstructed 3D pore geometries[J].Advances in Water Resources,2010,33:1508-1516.
- [12]Manwart C,Aaltosalmi U,Koponen A,et al.Lattice-Boltzmann and finite-difference simulations for the permeability for three-dimensional porous media[J].Physical Review E,2002,66:016702/1-016702/11.
- [13]Kang Q,Lichtner P C,Zhang D.Lattice Boltzmann pore-scale model for multicomponent reactive transport in porous media[J].Journal of Geophysical Research:Solid Earth,2006,111:B05203.
- [14]Porter M L,Schaap M G,Wildenschild D.Lattice-Boltzmann simulations of the capillary pressure-saturation-interfacial area relationship for porous media[J].Advances in Water Resources,2009,32(11):1632-1640.
- [15]Hao L,Cheng P.Pore-scale simulations on relative permeabilities of porous media by lattice Boltzmann method[J].International Journal of Heat and Mass Transfer,2010,53(9-10):1908-1913.
- [16]Boek E S,Venturoli M.Lattice-Boltzmann studies of fluid flow in porous media with realistic rock geometries[J].Computers&Mathematics with Applications,2010,59(7):2305-2314.
- [17]Ramstad T,Idowu N,Nardi C,et al.Relative permeability calculations from two-phase flow simulations directly on digital images of porous rocks[J].Transport in Porous Media,2011,94(2):487-504.
- [18]Chen L,Kang Q J,Mu Y T,et al.A critical review of the pseudopotential multiphase lattice Boltzman Model:Methods and Applications[J].International Journal of Heat and Mass Transfer,2014,76:210-236.
- [19]Qian Y H,Humieres D,Lallemand P.Lattice BGK models for Navier-Stokes equation[J].EPL(Europhysics Letters),1992,17(6):479.
- [20]Muhammed E K,Ahmet H A,Eyad M.Laboratory validation of lattice Boltzmann method for modeling pore-scale flow in granular materials[J].Computers and Geotechnics,2006,33(8):381-395.
- [21]Sussman M,Smereka P,Osher S.A level set approach for computing solutions to incompressible two-phase flow[J].Journal of Computational and Physics,1994,114(1):146-159.
- [22]Prodanovic M,Bryant S L,Karpyn Z T.Investigating matrix/fracture transfer via a level set method for drainage and imbibition[J].SPE Journal,2010,15(1):125-136.
- [23]Renardy M,Renardy Y,Li J.Numerical simulation of moving contact line problems using a volume-of-fluid method[J].Journal of Computational Physics,2001,263:243-263.
- [24]Renardy Y,Renardy M.A parabolic reconstruction of surface tension for the volume-of-fluid method[J].Journal of Computational Physics,2002,421:400-421.
- [25]Raeini A Q,Blunt M J,Bijeljic B.Modeling two-phase flow in porous media at the pore scale using the volume-of-fluid method[J].Journal of Computational Physics,2012,231(7):5653-5668.
- [26]Demianov A,Dinariev O,Evseev N.Density functional modeling in multiphase compositional hydrodynamics[J].The Canadian Journal of Chemical Engineering,2011,89:206-226.
- [27]Fatt I.The network model of porous media I.Capillary pressure characteristics[J].Trans AIME,1956,207:144-159.
- [28]Blunt M J,Jackson M D,Piri M,et al.Detailed physics,predictive capabilities and macroscopic consequences for pore-network models of multiphase flow[J].Advances in Water Resources,2002,25:1069-1089.
- [29]Yiotis A G,Tsimpanogiannis I N,Stubos A K,et al.Pore-network study of the characteristic periods in the drying of porous materials[J].Journal of Colloid and Interface Science,2006,297(2):738-748.
- [30]Lopez X,Valvatne P H,Blunt M J.Predictive network modeling of single-phase non-Newtonian flow in porous media[J].Journal of Colloid and Interface Science,2003,264(1):256-265.
- [31]Piri M,Blunt M J.Three-dimensional mixed-wet random porescale network modeling of two-and three-phase flow in porous media.I.Model description[J].Physical Review E,2005,71:026301.
- [32]Balhoff M T,Wheeler M F.A predictive pore-scale model for nonDarcy flow in porous media[J].SPE Journal,2009,14(3):579-587.
- [33]Ryazanov A V,van Dijke M I J,Sorbie K S.Two-phase pore-network modeling:existence of oil layers during water invasion[J].Transport in Porous Media,2009,80:79-99.
- [34]Shah S M,Yang J H,Crawshaw J P,et al.Predicting porosity and permeability of carbonate rocks from pore-to core-scale using medical CT,confocal laser scanning microscopy and micro-CT[R].SPE 166252,2013.
- [35]Lindquist W B,Lee S M,Coker D A,et al.Medial axis analysis of void structure in three-dimensional tomographic images of porous media[J].Journal of Geophysical Research,1996,101(B4):8297-8310.
- [36]Baldwin C A,Sederman A J,Mantle M D,et al.Determination and characterization of the structure of a pore space from 3D volume images[J].Journal of Colloid and Interface Science,1996,181(1):79-92.
- [37]Silin D B,Jin G D,Patzek T W.Robust determination of the pore-space morphology in sedimentary rocks[J].Journal of Petroleum Technology,2004,56(5):69-70.
- [38]YoussefS.Quantitative 3D characterization of the pore space of real rocks:improvedμCT resolution and pore extraction methodology[C]//International symposium of the society of core analysts,2007.
- [39]Ketcham R A.Computational methods for quantitative analysis of three-dimensional features in geological specimens[J].Geosphere,2005,1(1):32-41.
- [40]Ngom N F,GarnierP,MongaO,et al.Extraction of three-dimensional soil pore space from microtomography images using a geometrical approach[J].Geoderma,2011,163(1-2):127-134.
- [41]Dong H et al.Pore network modeling on carbonate:a comparative study of different Micro-CT network extraction methods[C]//International symposium of the society of core analysts,Society of Core Analysts,2008.
- [42]φren P E,Bakke S,Amtzen O J.Extending predictive capabilities to network models[J].SPE Journal,1998,3(4):324-336.
- [43]Zhao X C,Blunt M J,Yao J.Pore-scale modeling:Effects of wettability on waterflood oil recovery[J].Journal of Petroleum Science and Engineering,2010,71:169-178.
- [44]Latham S,Varslot T,Sheppard A.Image registration:Enhancing and calibrating X-ray micro-CT imaging[C]//International Symposium of the Society of Core Analysts,2008.
- [45]Taud H,Martinez A R,Parrot J F,et al.Porosity estimation method by X-ray tomography[J].Journal of Petroleum Science and Engineering,2005,47:209-217.
- [46]Arns C H,Knackstedt M A,Pinczewski W V,et al.Virtual permeametry on microtomographic images[J].Journal of Petroleum Science and Engineering,2004,45:41-46.
- [47]Jin G,Torres V C,Radaelli F,et al.Experimental validation of pore-level calculations of static and dynamic petrophysical properties of clastic rocks[R].SPE 109547,2007.
- [48]Han J,Jin Y,Willson C S.Virus retention and transport in chemically heterogeneous porous media under saturated and unsaturated flow conditions[J].Environmental Science and Technology,2006,40(5):1547-1555.
- [49]Al-Raoush R I.Impact of wettability on pore-scale characteristics of residual non-aqueous phase liquids[J].Environ Science and Technology,2009,43(13):4796-4801.
- [50]Landry C J,Karpyn Z T,Piri M.Pore-scale analysis of trapped immiscible fluid structures and fluid interfacial areas in oil-wet and water-wet bead packs[J].Geofluids,2011,11(2):209-227.
- [51]Armstrong R T,Wildenschild D.Microbial enhanced oil recovery in fractional-wet systems:a pore-scale investigation[J].Transport in Porous Media,2012,92(3):819-835.
- [52]Wildenschild D,Hopmans J W,Rivers M L,et al.Quantitative analysis of flow processes in a sand using synchrotron-based X-ray microtomography[J].Vadose Zone Journal,2005,4(1):112-126.
- [53]Culligan K A,Wildenschild D,Christensen B S B,et al.Porescale characteristics of multiphase flow in porous media:a comparison of air-water and oil-water experiments[J].Advances in Water Resources,2006,29(2):227-238.
- [54]Youssef S.Towards a better understanding of multiphase flow in porous media:3D in-situ fluid distribution imaging at the pore scale[C]//International symposium of the society of core analysts held in Noordwijk,The Netherlands,2009.
- [55]Kumar M,Knackstedt M A,Senden T J,et al.Visualizing and quantifying the residual phase distribution in core material[C].Petrophysics,2010.
- [56]Singh K,Niven R K,Senden T J,et al.Remobilization of residual non-aqueous phase liquid in porous media by freeze-thaw cycles[J].Environmental Science and Technology,2011,45(8):3473-3478.
- [57]Li H,Pan C,Miller C T.Pore-scale investigation of viscous coupling effects for two-phase flow in porous media[J].Physical Review E,2005,72(2):026705.
- [58]Ramstad T.Simulation of two-phase flow in reservoir rocks using a Lattice Boltzmann method[J].SPE Journal,2010,15(4):917-927.
- [59]Gunde A,Babadagli T,Mitra S.Lattice-Boltzmann Method to'estimate relative permeabilities for matrix-fracture interaction in naturally fractured reservoirs[R].SPE 138255,2010.
- [60]Maclean O A,Tariq M A G,Yao M M,et al.Evaluation and application of digital rock physics(DRP)for special core analysis in carbonate formations[C]//International Petroleum Technology Conference,Beijing,China,2013.
- [61]Jerauld G R,Salter S J.The effect of pore-structure on hysteresis in relative permeability and capillary pressure:Pore-level modeling[J].Transport in Porous Media,1990,5(2):103-151.
- [62]Blunt M J,King M J.Simulation and theory of two-phase flow in porous media[J].Physical Review A,1992,46(12):7680-7699.
- [63]Laroche C,Vizika O.Two-phase flow properties prediction from small-scale data using pore-network modeling[J].Transport in Porous Media,2005,61(1):77-91.
- [64]Joekar-Niasar V,Hassanizadeh S,Leijnse A.Insights into the relationship among capillary pressure,saturation,interfacial area and relative permeability using pore-network modeling[J].Transport in Porous Media,2008,74(2):201-219.
- [65]Hughes R G,Blunt M J.Pore scale modeling of rate effects in Imbibition[J].Transport in Porous Media,2000,40(3):295-322.
- [66]Singh M,Mohanty K K.Dynamic modeling of drainage through three-dimensional porous materials[J].Chemical Engineering Science,2003,58(1):1-18.
- [67]Nguyen V H,Sheppard A P,Knackstedt M A,et al.The effect of displacement rate on imbibition relative permeability and residual saturation[J].Journal of Petroleum Science and Engineering,2006,52(1-4):54-70.
- [68]Tsakiroglou C D.A multi-scale approach to model two-phase flow in heterogeneous porous media[C]//ⅩⅧInternational Conference on Water Resource,Barcelona,Spain,2010.
- 微焦点CT
- 数字岩心分析
- 模拟方法
- 物性参数评价
- 综述
micro-focus CT - digital core analysis
- modeling method
- physical property parameter evaluation
- overview