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History Matching Heterogeneous Coreflood of CO2/Brine by Use of Compositional Reservoir Simulator and Geostatistical Approach
- Xianhui Kong (University of Texas at Austin) | Mojdeh Delshad (University of Texas at Austin) | Mary F. Wheeler (University of Texas at Austin)
- Document ID
- Society of Petroleum Engineers
- SPE Journal
- Publication Date
- July 2014
- Document Type
- Journal Paper
- 2014.Society of Petroleum Engineers
- 6.5 Reservoir Simulation, 6.3.2 Multi-phase Flow, 6.1.4 Petrology, 6.3 Fluid Dynamics, 6 Reservoir Description and Dynamics, 6.5.1 Simulator Development, 6.5.8 History Matching, 6.1 Reservoir Geology and Geophysics, 6.6 Reservoir Monitoring/Formation Evaluation, 6.11 Reservoir Engineering of Subsurface Storage, 6.4 Primary and Enhanced Recovery Processes, 6.6.2 Core Analysis, 6.11.1 CO2 Sequestration, 6.4.2 Gas-Injection Methods, 6.3.1 Flow in Porous Media
- CO2 flood, Geostatistical modeling, Petrophysical modeling, History match , Coreflood
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Numerical modeling and simulation are essential tools for developing a better understanding of the geologic characteristics of aquifers and providing technical support for future carbon dioxide (CO2) storage projects. Modeling CO2 sequestration in underground aquifers requires the implementation of models of multiphase flow and CO2 and brine phase behavior. Capillary pressure and relative permeability need to be consistent with permeability/porosity variations of the rock. It is, therefore, crucial to gain confidence in the numerical models by validating the models and results by use of laboratory and field pilot results. A published CO2/brine laboratory coreflood was selected for our simulation study. The experimental results include subcore porosity and CO2-saturation distributions by means of a computed tomography (CT) scanner along with a CO2-saturation histogram. Data used in this paper are all based on those provided by Krause et al. (2011), with the exception of the CT porosity data. We generated a heterogeneous distribution for the porosity but honoring the mean value provided by Krause et al. (2011). We also generated the permeability distribution with the mean value for the whole core given by Krause et al. (2011). All the other data, such as the core dimensions, injection rate, outlet pressure, temperature, relative permeability, and capillary pressure, are the same as those in Krause et al. (2011). High-resolution coreflood simulations of brine displacement with supercritical CO2 are presented with the compositional reservoir simulator IPARS (Wheeler and Wheeler 1990). A 3D synthetic core model was constructed with permeability and porosity distributions generated by use of the geostatistical software FFTSIM (Jennings et al. 2000), with cell sizes of 1.27 x 1.27 x 6.35 mm. The core was initially saturated with brine. Fluid properties were calibrated with the equation-of-state (EOS) compositional model to match the measured data provided by Krause et al. (2011). We used their measured capillary pressure and relative permeability curves. However, we scaled capillary pressure on the basis of the Leverett J-function (Leverett 1941) for permeability, porosity, and interfacial tension (IFT) in every simulation grid cell. Saturation images provide insight into the role of heterogeneity of CO2 distribution in which a slight variation in porosity gives rise to large variations in CO2-saturation distribution in the core. High-resolution numerical results indicated that accurate representation of capillary pressure at small scales was critical. Residual brine saturation and the subsequent shift in the relative permeability curves showed a significant impact on final CO2 distribution in the core.
Bennion, D.B. and Bachu S. 2006. The Impact of Interfacial Tension and Pore Size Distribution/Capillary Pressure Character on CO2 Relative Permeability at Reservoir Conditions in CO2-Brine Systems. Presented at the SPE/DOE Symposium on Improved Oil Recovery, Tulsa, Oklahoma, 22–26 April. SPE-99325-MS. http://dx.doi.org/10.2118/99325-MS.
Benson, S.M., Tomutsa, L., Silin, D. et al. 2006. Core Scale and Pore Scale Studies of Carbon Dioxide Migration in Saline Formations. Proc., 8th International Conference on Greenhouse Gas Control Technologies, IEA Greenhouse Gas Program, Trondheim, Norway.
Brooks, A.N. and Corey, A.T. 1964. Hydraulic Properties of Porous Media, Hydrology Papers, Fort Collins. Colorado State University.
Cai, Z. and Hicks, Jr. P.J. 1999. 3D Conditional Simulation of Porosity for a Heterogeneous Core. J Can Pet Technol 38 (1): 46–52. PETSOC-99-01-05. http://dx.doi.org/10.2118/99-01-05-PA.
Calhoun, J.C., Lewis, M., and Newman, R.C. 1949. Experiments on the Capillary Properties of Porous Solids. J Pet Technol 1 (7): 189–196. SPE-949189-PA. http://dx.doi.org/10.2118/949189-PA.
Carman, P.C. 1937. Fluid Flow Through Granular Beds. Trans., Vol. 15, 150–166. London: Institution of Chemical Engineers.
Collins, R.E. and Jordan, J.K. 1961. Porosity and Permeability Distribution of Sedimentary Rocks. Society of Petroleum Engineers of AIME. SPE-212-MS. http://dx.doi.org/10.2118/212-MS.
Delshad, M., Kong, X., Tavakoli, R. et al. 2013. Modeling and Simulation of Carbon Sequestration at Cranfield Incorporating New Physical Models. International J. Greenhouse Gas Control 18: 463–473. http://dx.doi.org/10.1016/j.ijggc.2013.03.019.
Delshad, M., Kong, X., and Wheeler, M.F. 2011. On Interplay of Capillary, Gravity, and Viscous Forces on Brine/CO2 Relative Permeability in a Compositional and Parallel Simulation Framework. Presented at the SPE 2011 Reservoir Simulation Symposium, The Woodlands,
Texas, 21–23 February. SPE-142146-MS. http://dx.doi.org/10.2118/142146-MS.
Delshad, M., Wheeler, M.F., and Kong, X. 2010. A Critical Assessment of CO2 Injection Strategies in Saline Aquifers. Presented at the SPE Western Regional Meeting, Anaheim, California, 27–29 May. SPE-132442-MS. http://dx.doi.org/10.2118/132442-MS.
Dykstra, H. and Parsons, R.L. 1950. The Prediction of Oil Recovery by Water Flooding, Secondary Recovery of Oil in the United States. Second edition, 160–174. API.
Jennings, Jr. J.W., Ruppel, S.C., and Ward, W.B. 2000. Geostatistical Analysis of Permeability Data and Modeling of Fluid-Flow Effects in Carbonate Outcrops. SPE Res Eval & Eng 3 (4): 292–303. SPE-65370-PA. http://dx.doi.org/10.2118/65370-PA.
Jensen, J.L., Hinkley, D.V., and Lake, L.W. 1987. A Statistical Study of Reservoir Permeability: Distributions, Correlations, and Averages. SPE Form Eval 2 (4): 461–468. SPE-14270-PA. http://dx.doi.org/10.2118/14270-PA.
Kong, X., Delshad, M., and Wheeler, M.F. 2013a. High Resolution Simulations With a Compositional Parallel Simulator for History Matching Laboratory CO2/Brine Core Flood Experiment. Presented at the SPE Reservoir Simulation Symposium, Woodlands, Texas. SPE-163625-MS. http://dx.doi.org/10.2118/163625-MS.
Kong, X., Delshad, M., and Wheeler, M.F. 2013b. An Integrated Capillary, Buoyancy, and Viscous-Driven Model for Brine/CO2 Relative Permeability in a Compositional and Parallel Reservoir Simulator. In Modeling and Simulation in Fluid Dynamics in Porous Media, ed. J.A.
Ferreira, S. Barbeiro, and M.F. Wheeler, Chap. 8, 125–142. New York: Springer Proceedings in Mathematics & Statistics Series, Vol. 28.
Kozeny, J. 1927. Ueberkapillare Leitung des Wassersim Boden. Sitzungsber Akad. Wiss., Wien 136 (2a): 271–306.
Krause, M., Perrin, J.C., and Benson, S.M. 2011. Modeling Permeability Distributions in a Sandstone Core to History Match Coreflood Experiments. SPE J. 16 (4): 768–777. SPE-126340-PA. http://dx.doi.org/10.2118/126340-PA.
Kuo, C.W., Perrin, J.C., and Benson, S.M. 2010. Effect of Gravity, Flow Rate, and Small Scale Heterogeneity on Multiphase Flow of CO2 and Brine. Presented at the SPE Western Regional Meeting, Anaheim, California, 27–29 May. SPE-132607-MS. http://dx.doi.org/10.2118/132607-MS.
Land, C.S. 1968. Calculation of Imbibition Relative Permeability for Two and Three-Phase Flow From Rock Properties. SPE J. 8 (2): 149–156. SPE-1942-PA. http://dx.doi.org/10.2118/1942-PA.
Leverett, M.C. 1941. Capillary Behavior in Porous Solids. Trans. of the AIME 142 (1): 159–172. SPE-941152-G. http://dx.doi.org/10.2118/941152-G.
Peng, D.Y. and Robinson, D.B. 1976. A New Two-Constant Equation of State. Industry & Eng. Chemistry Fundamentals 15 (1): 59–64. http://dx.doi.org/10.1021/i160057a011.
Pentland, C.H., Itsekiri, E., Al Mansoori, S.K. et al. 2010. Measurement of Non-Wetting Phase Trapping in Sandpacks. SPE J. 15 (2): 274–281. SPE-115697-PA. http://dx.doi.org/10.2118/115697-PA.
Perrin, J.C. and Benson, S. 2010. An Experimental Study on the Influence of Sub-Core Scale Heterogeneities on CO2 Distribution in Reservoir Rocks. Transport in Porous Media 82: 93–109. http://dx.doi.org/10.1007/s11242-009-9426-x.
Perrin, J.C., Krause, M., Kuo, C. et al. 2009. Core-Scale Experimental Study of Relative Permeability Properties of CO2 and Brine in Reservoir Rocks. Energy Procedia 1 (1): 3515–3522. http://dx.doi.org/10.1016/j.egypro.2009.02.144.
Pruess, K. 2005. ECO2N: A TOUGH2 fluid property module for mixtures of water, NaCl, and CO2. Report LBNL-57952, Lawrence Berkeley National Laboratory, Berkeley, California.
Rehab, M. El-Maghraby, Pentland, C.H., and Blunt, M.J. 2011. Coreflood Measurements of CO2 Trapping. Presented at the SPE Annual Technical Conference and Exhibition, Denver, Colorado, 30 October–2 November. SPE-147373-MS. http://dx.doi.org/10.2118/147373-MS.
Shi, J.-Q., Xue, Z., and Durucan, S. 2009. History Matching of CO2 Core Flooding CT Scan Saturation Profiles With Porosity Dependent Capillary Pressure. Energy Procedia 1 (1): 3205–3211. http://dx.doi.org/10.1016/j.egypro.2009.02.104.
Silin, D., Patzek, T., and Benson, S.M. 2009. A Model of Buoyancy-Driven Two–Phase Countercurrent Fluid Flow. Transport in Porous Media 76 (3): 449–469. http://dx.doi.org/10.1007/s11242-008-9257-1.
Spiteri, E.J., Juanes, R., Blunt, M.J. et al. 2008. A New Model of Trapping and Relative Permeability Hysteresis for All Wettability Characteristics. SPE J. 13 (3): 277–288. SPE-96448-PA. http://dx.doi.org/10.2118/96448-PA.
Spycher, N. and Pruess, K. 2005. CO2-H2O Mixtures in the Geological Sequestration of CO2. II. Partitioning I Chloride Brines at 12-100_C and Up to 60 Bar. Geochimicica et Cosmochimica Acta 69 (13): 3309–3320. http://dx.doi.org/10.1016/j.gea.2005.01.015.
Wang, P., Balay, S., Sepehrnoori, K. et al. 1999. A Fully Implicit Parallel EOS Compositional Simulator for Large Scale Reservoir Simulation. Presented at the SPE Reservoir Simulation Symposium, Houston, Texas, 14–17 February. SPE-51885-MS. http://dx.doi.org/10.2118/51885-MS.
Wheeler, J. and Wheeler, M.F. 1990. IPARS Technical Manual, Center for Subsurface Modeling, The University of Texas at Austin.
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