Skip to main content

Generalized Relative Permeability Coefficients during Steady-State Two-Phase Flow in Porous Media, and Correlation with the Flow Mechanisms

  • Chapter

Abstract

A parametric experimental investigation of the coupling effects during steady-state two-phase flow in porous media was carried out using a large model pore network of the chamber-and-throat type, etched in glass. The wetting phase saturation, S 1, the capillary number, Ca, and the viscosity ratio, κ, were changed systematically, whereas the wettability (contact angle θ e ), the coalescence factor Co, and the geometrical and topological parameters were kept constant. The fluid flow rate and the pressure drop were measured independently for each fluid. During each experiment, the pore-scale flow mechanisms were observed and videorecorded, and the mean water saturation was determined with image analysis. Conventional relative permeability, as well as generalized relative permeability coefficients (with the viscous coupling terms taken explicitly into account) were determined with a new method that is based on a B-spline functional representation combined with standard constrained optimization techniques. A simple relationship between the conventional relative permeabilities and the generalized relative permeability coefficients is established based on several experimental sets. The viscous coupling (off-diagonal) coefficients are found to be comparable in magnitude to the direct (diagonal) coefficients over board ranges of the flow parameter values. The off-diagonal coefficients (k rij /μ j ) are found to be unequal, and this is explained by the fact that, in the class of flows under consideration, microscopic reversibility does not hold and thus the Onsager—Casimir reciprocal relation does not apply. The coupling indices are introduced here; they are defined so that the magnitude of each coupling index is the measure of the contribution of the coupling effects to the flow rate of the corresponding fluid. A correlation of the coupling indices with the underlying flow mechanisms and the pertinent flow parameters is established.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD   109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

Abbreviations

Bo:

bond number.

Ca:

capillary number= μ 1 q 1/γ 12 ωl.

Co:

coalescence factor (effective probability of coalescence, given a collision between two ganglia in the porous medium).

C ik :

parameters used in the functional representation of k ri in terms of cubic B-splines, (Equation (l0a)).

C ijk :

parameters used in the functional representation of k rij in terms of cubic B-splines, (Equation (10b)).

eµα :

residual for the μth experiment and the αth equation of the model, (Equation (6)).

e:

vector of residuals, e µα .

k:

absolute permeability.

kri :

(conventional) relative permeability to fluid i.

k ori :

value of k ri free from end and boundary effects.

krij :

generalized relative permeability coefficients.

k orij :

value of k rij free from end and boundary effects.

L:

distance along which ΔP 1 and ΔP 2 are measured.

l:

node-to-node distance of the pore network.

lα :

number of unknown parameters in the αth equation of the model.

N:

number of cubic B splines used to represent k ri or k rij ((Equation (10a,b)).

n:

number of experimental data.

qi :

flowrate of fluid i.

Si :

saturation of fluid i.

υi :

superficial velocity of fluid i.

V:

covariance matrix of the true errors ε μα , for all experiments (μ) and equations (α) of the model.

W:

weighing matrix, (Equation (7)).

ω:

width of the network.

x:

vector of the independent variables, (Equation (5)).

y:

vector of the dependent variables.

γ 12 :

interfacial tension.

εμα :

true error for the µth experiment and the αth equation.

ΔP i :

pressure drop (negative) in fluid i, along a distance L.

θe :

equilibrium contact angle.

θ:

vector of unknown parameters, (Equations (5) and (7)).

θ*:

value of θ that minimizes the objective function Φ, (Equation (7)).

\(\hat \theta\) :

true (but unknown) value of θ.

κ:

µ 2/µ 2 = viscosity ratio.

μi :

viscosity of fluid i.

σ 2 μα :

variance of the error in the µth experiment and in the αth equation.

Φ:

objective function, (Equation (7)).

Φ(1)(2) :

objective function for Model 1 and Model 2, respectively, (Equations (9a)–(b)).

χi :

coupling index for fluid i.

χ oi :

value of χi free from end and boundary effects.

1:

water.

2:

oil.

References

  1. Amaefule, J. O., and Handy, L. L.: 1982, The effects of interfacial tensions on relative oil/water permeabilities of consolidated porous media, Soc. Petrol. Eng. J. June, 371–381.

    Google Scholar 

  2. Archer, J. S., and Wong, S. W.: 1973, Use of a reservoir simulator to interpret laboratory waterflood data, Soc. Petrol. Eng. J. Dec., 343–347.

    Google Scholar 

  3. Auriault, J. -L.: 1987, Nonsaturated deformable porous media: Quasastatics, Transport in Porous Media 2, 45–64.

    Article  Google Scholar 

  4. Auriault, J.-L., Lebaigue, O., and Bonnet, G.: 1989, Dynamics of two immiscible fluids flowing through deformable porous media, Transport in Porous Media 4, 105–128.

    Article  Google Scholar 

  5. Avraam, D. G., Kolonis, G. B., Roumeliotis, T. C., Constantinides, G. N., and Payatakes, A. C.: 1994, Steady-state two-phase flow through planar and non-planar model porous media Transport in Porous Media 16, 75–101.

    Article  Google Scholar 

  6. Avraam, D. G., and Payatakes, A. C.: 1995, Flow regimes and relative permeabilities during steady-state two-phase flow in porous media, J. Fluid Mech. 293, 181–206.

    Article  Google Scholar 

  7. Bard, Y.: 1974, Non-Linear Parameter Estimation, Academic Press, New York.

    Google Scholar 

  8. Batycky, J. P., McCaffery, F. G., Hodgins, P. K., and Fisher, D. B.: 1981, Interpreting relative permeability and wettability from unsteady-state displacement measurements, Soc. Petrol. Eng. June, 296–308.

    Google Scholar 

  9. Bentsen, R. G.: 1974, Conditions under which the capillary term may be neglected, J. Canad. Petrol. Technol., Oct.—Dec., 25–30.

    Google Scholar 

  10. Bentsen, R. G., and Manai, A. A.: 1993, On the use of conventional cocurrent and countercurrent effective permeabilities to estimate the four generalized permeability coefficients which arise in coupled, two-phase flow, Transport in Porous Media 11, 243–262.

    Article  Google Scholar 

  11. Bourbiaux, B. J., and Kalaydjian, F.: 1988, Experimental study of cocurrent and countercurrent flows in natural porous media, Paper SPE 18283, 63rd Ann. Tech. Conf and Exhibition of SPE, Houston.

    Google Scholar 

  12. Bourbiaux, B. J., and Kalaydjian, F.: 1990, Experimental study of cocurrent and countercurrent flows in natural porous media, SPERE 5, 361–368.

    Article  Google Scholar 

  13. Buckley, S. E., and Leverett, M. C.: 1942, Mechanism of fluid displacement in sands, Trans. AIME 146, 107–116.

    Google Scholar 

  14. Chatzis, J. D., Morrow, N. R., and Lim, H. T.: 1983, Magnitude and detailed structure of residual oil saturation, Soc. Petrol. Eng. J. 23, 311–326.

    Google Scholar 

  15. Chen, J. D.: 1986, Some mechanisms of immiscible fluid displacement in small networks, J. Coll. Int. Sci. 110, 488–503.

    Article  Google Scholar 

  16. Constantinides, G. N., and Payatakes, A. C.: 1991, A theoretical model of collision and coalescence, J. Coll. Int. Sci. 141 (2), 486–504.

    Article  Google Scholar 

  17. De Gennes, P. G.: 1983, Theory of slow biphasic flows in porous media, Phys. Chem. Hydrodyn. 4, 175–185.

    Google Scholar 

  18. De la Cruz, V., and Spanos, T. J. T.: 1983, Mobilization of oil ganglia, AIChE J. 29, 854–858.

    Article  Google Scholar 

  19. Ehrlich, R.: 1993, Viscous coupling in two-phase flow in porous media and its effect on relative permeabilities, Transport in Porous Media 11, 201–218.

    Article  Google Scholar 

  20. Fulcher, R. A., Ertekin, T., and Stahl, C. D.: 1985, Effect of capillary number and its constituents on two-phase relative permeability measurements, J. Petrol. Technol., Feb., 249–260.

    Google Scholar 

  21. Goode, P. A., and Ramakrishnan, T. S.: 1993, Momentum transfer across fluid-fluid interfaces in porous media: a network model, AIChE J. 39, 1124–1134.

    Article  Google Scholar 

  22. Heavyside, J., Black, C. J. J., and Berry, J. F.: 1983, Fundamentals of relative permeability: Experimental and theoretical considerations, paper SPE 12173, 58th Ann. Tech. Conf. Exhib., San Francisco, CA, October 5–8.

    Google Scholar 

  23. Honarpoor, M., and Mahmood, S. M.: 1988, Relative-permeability measurements: An overview, J. Petrol. Technol. Aug., 963–966.

    Google Scholar 

  24. Ioannidis, M. A., Chatzis, I., and Payatakes, A. C.: 1991, A mercury porosimeter for investigating capillary phenomena and microdisplacement mechanisms in capillary networks, J. Coll. Int. Sci. 143, 22–36.

    Article  Google Scholar 

  25. Jerault, G. R., and Salter, S. J.: 1990, The effect of pure structure on hysteresis in relaive permeability and capillary pressure: Pore-level modeling, Transport in Porous Media 5, 103–151

    Article  Google Scholar 

  26. Johnson, E. F., Bossler, D. R., and Naumann, V. 0.: 1959, Calculation of relative permeability from displacement experiments, Trans. AIME 216, 370–372.

    Google Scholar 

  27. Jones, S. C., and Roszelle, W. 0.: 1978, Graphical techniques for determining relative permeability from displacement experiments, J. Petrol. Technol. May, 807–817.

    Google Scholar 

  28. Kalaydjian, E: 1987, A macroscopic description of multiphase flow in porous media involving evolution of fluid/fluid interface, Transport in Porous Media 2, 537–552.

    Article  Google Scholar 

  29. Kalaydjian, F., and Legait, B.: 1987a, Ecoulement lent a contre-courant de deux fluides non miscibles dans un capillaire présentant un rétrecissement, C. R. Acad. Sci. Paris, Ser. II. 304, 869–872.

    Google Scholar 

  30. Kalaydjian, F., and Legait, B.: 1987b, Perméabilités relatives couplées dans des écoulement en capillaire et en milieu poreux, C. R. Acad. Sci. Paris, Ser. II 304, 1035–1038.

    Google Scholar 

  31. Kalaydjian, E, Bourbiaux, B., and Guerillot, D.: 1989, Viscous coupling between fluid phases for two-phase flow in porous media: theory versus experiment, Eur. Symp. on Improved Oil Recovery, Budapest, Hungary.

    Google Scholar 

  32. Kalaydjian, F.: 1990, Origin and quantification of coupling between relative permeabilities for two-phase flows in porous media, Transport in Porous Media 5, 215–229.

    Article  Google Scholar 

  33. Kerig. P. D., and Watson, A. T.: 1986, Relative-permeability estimation from displacement experiments: An error analysis, Soc. Petrol. Eng. March, 175–182.

    Google Scholar 

  34. Lefebvre Du Prey, E. J.: 1973, Factors affecting liquid-liquid relative permeabilities of a consolidated porous medium, Soc. Petrol. Eng. J. Feb., 39–47.

    Google Scholar 

  35. Lelievre, R. E: 1966, Etude d’écoulements diphasiques permanent a contre-courants en milieux—Comparison avec les écoulements de meme sens. Ph.D. Thesis University of Toulouse, France.

    Google Scholar 

  36. Lenormand, R., Zarcone, C., and Sarr, A.: 1983, Mechanisms of the displacement of one fluid by another in a network of capillary ducts, J. Fluid Mech. 135, 337–355.

    Article  Google Scholar 

  37. Leverett, M. C.: 1941, Capillary behavior in porous solids, Trans AIME 142, 159–169.

    Google Scholar 

  38. Marle, C. M.: 1982, On macroscopic equations governing multiphase flow with diffusion and chemical reactions in porous media, Int. J. Eng. Sci. 20, 643–662.

    Article  Google Scholar 

  39. McCaffery, E G., and Bennion, D. W.: 1974, The effect of wettability on two-phase relative permeabilities, J. Canad. Petrol. Technol. Oct—Dec., 42–53.

    Google Scholar 

  40. Morrow, N. R., and McCaffery, E. G.: 1978, in G. E Padday (ed), Wetting, Spreading, and Adhesion, Academic Press, New York.

    Google Scholar 

  41. Naar, J., Wygal, G. R., and Henderson, J. H.: 1962, Imbibition relative permeability in unconsolidated porous media, Soc. Petr. Eng. J. 2, 13–23.

    Google Scholar 

  42. Odeh, A. S.: 1959, Effect of viscosity ratio on relative permeability, J. Petrol. Technol. 11, 346–354.

    Google Scholar 

  43. Owens, W. W., and Archer, D. L.: 1971, The effect of rock wettability on oil—water relative permeability relationships, J. Petrol. Technol. July, 873–878.

    Google Scholar 

  44. Raats, R A. C., and Klute, A.: 1968, Transport in soils: The balance of momentum, Soil Sci. Soc. Am. J. 32, 452–166.

    Article  Google Scholar 

  45. Rapoport, L. A., and Leas, W. J.: 1953, Properties of linear waterfloods, Trans. AIME, 198, 139–148.

    Google Scholar 

  46. Richards, L. A.: 1931, Capillary conduction of liquids through porous mediums, Physics, 1, 318–333.

    Article  Google Scholar 

  47. Rose, W.: 1972, Fundamentals of Transport Phenomena in Porous Media, IAHR, Elsevier, New York.

    Google Scholar 

  48. Rose, W.: 1988, Measuring transport coefficients necessary for the description of coupled two-phase flow of immiscible fluids in porous media, Transport in Porous Media 3, 163–171.

    Article  Google Scholar 

  49. Rose, W.: 1989, Data interpretation problems to be expected in the study of coupled two-phase flow of immiscible fluid flows in porous media, Transport in Porous Media 4, 185–198.

    Article  Google Scholar 

  50. Rose, W.: 1991, Richards’ assumptions and Hassler’s presumptions, Transport in Porous Media 6, 91–99.

    Article  Google Scholar 

  51. Sanchez-Palencia, E.: 1974, Compartiment local et macroscopique d’un type de milieux physiques et heterogenes, Int. J. Engn. Sci. 12, 331–351.

    Article  Google Scholar 

  52. Sandberg, C. R., Gournay, L. S., and Sippel, R. F.: 1958, The effect of fluid-flow rate and viscosity on laboratory determinations of oil-water relative permeabilities, Trans. AIME 213, 36–43.

    Google Scholar 

  53. Sigmund, R. M., and McCaffery, F. G.: 1979, An improved unsteady-state procedure for determining the relative permeability characteristics of heterogeneous porous media, Soc. Petrol. Eng. J. Feb., 15–28.

    Google Scholar 

  54. Spanos, T. J. T., de la Cruz, V., Hube, J., and Sharma, R. C.: 1986, An analysis of Buckley—Leverett theory, J. Can. Petr. Tech. 25 (1), 71–75.

    Google Scholar 

  55. Taber, J. J.: 1958, The injection of detergent slugs in water floods, Trans. AIME 213, 186–192.

    Google Scholar 

  56. Tao, T. M., and Watson, A. T.: 1984, Accuracy of JBN estimates of relative permeability, Part 1, Error analysis, Soc. Petrol. Eng. Apr., 215–224.

    Google Scholar 

  57. Vizika, O., and Payatakes, A. C.: 1989, Parametric experimental study of forced imbibition in porous media, Phys. Chem. Hydrodyn. 11, 187–204.

    Google Scholar 

  58. Wardlaw, N. C.: 1982, The effects of geometry, wettability, viscosity and interfacial tension on trapping in single pore-throat pairs, J. Canad. Petrol. Technol. 21, 21–27.

    Google Scholar 

  59. Watson, A. T., Richmond, R C., Kerig, P. D., and Tao, T. M.: 1988, A regression-based method for estimating relative permeabilities from displacement experiments, SPERE, Aug., 953–958.

    Google Scholar 

  60. Welge, H. L.: 1952, A simplified method for computing oil recovery by gas or water drive, Trans. AIME, 195, 91–98.

    Google Scholar 

  61. Whitaker. S.: 1986, Flow in porous media, II. The governing equations for immiscible two-phase flow, Transport in Porous Media, 1, 105–125.

    Article  Google Scholar 

  62. Wright, R. J., and Dawe, R. A.: 1980, An examination of the multiphase Darcy model of fluid displacement in porous media, Rev. Inst. Franç. Petrole Nov.—Dec. XXXV (6), 1011–1024.

    Google Scholar 

  63. Yadav, G. D., Dullien, F. A. L., Chatzis, I., and McDonald, I. E: 1987, Microscopic distribution of wetting and nonwetting phases in sandstones during immiscible displacement, SPERE 2, 137–147.

    Article  Google Scholar 

  64. Yortsos, Y. C., and Fokas, A. S.: 1983, An analytical solution for linear waterflood including the effects of capillary pressure, Soc Petrol. Eng. J. 23, 115–124.

    Google Scholar 

  65. Yuster, S. T.: 1951, Theoretical considerations of multiphase flow in idealized capillary systems, World Petroleum Cong. Proc., Section II. Drilling and Production, The Hague.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 1995 Springer Science+Business Media Dordrecht

About this chapter

Cite this chapter

Avraam, D.G., Payatakes, A.C. (1995). Generalized Relative Permeability Coefficients during Steady-State Two-Phase Flow in Porous Media, and Correlation with the Flow Mechanisms. In: Adler, P.M. (eds) Multiphase Flow in Porous Media. Springer, Dordrecht. https://doi.org/10.1007/978-94-017-2372-5_6

Download citation

  • DOI: https://doi.org/10.1007/978-94-017-2372-5_6

  • Publisher Name: Springer, Dordrecht

  • Print ISBN: 978-90-481-4645-1

  • Online ISBN: 978-94-017-2372-5

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics