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Exact Solution for Tertiary Polymer Flooding with Polymer Mechanical Entrapment and Adsorption

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Abstract

Two-phase transport with simultaneous component adsorption and mechanical entrapment occurs in numerous suspension and nano-colloidal flows in porous media, including polymer flooding in oilfields. To the contrary of one-dimensional (1D) self-similar solution for polymer flooding that ignores the mechanical entrapment, accounting for this phenomenon breaks self-similarity. However, this non-self-similar problem allows for an exact integration. For the first time, the present work derives an exact solution for polymer injection into a rock saturated by oil and water with simultaneous adsorption and mechanical entrapment. The splitting method that uses Lagrangian coordinate as an independent variable instead of time, splits the 3 × 3 governing system into 2 × 2 auxiliary system that determines suspended and captured polymer concentrations, and the scalar equation for unknown phase saturation. The exact solution reveals two fingerprints of the component entrapment under small entrapped concentrations: stabilisation of the breakthrough concentration at the value below the injected one, and non-stabilised pressure drop growth. Three sets of laboratory polymer core-floodings exhibit a close match by the analytical model.

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Abbreviations

a :

Concentration of particles adsorbed on the rock surface

c :

Concentration of particles suspended in aqueous phase

D :

Front velocity in (x, t) coordinates

f :

Fractional flow for water

F :

Density in lifting equation

G :

Flux in lifting equation

k :

Absolute permeability, L2

k rw :

Relative permeability for water

k rwor :

End point water relative permeability

k ro :

Relative permeability for oil

k rocw :

End point oil relative permeability

L :

Core size, L

n 1 :

Cory’s exponent for water phase

n 2 :

Cory’s exponent for oil phase

u :

Flow velocity, LT−1

p :

Pressure

R :

Resistivity factor

s :

Water saturation

s or :

Residual oil saturation

s wc :

Connate water saturation

t :

Time

V :

Front velocity in (x, φ) coordinates

x :

Coordinate

β :

Formation damage coefficient

Γ :

Henry adsorption coefficient

λ :

Filtration coefficient

μ :

Viscosity

σ :

Concentration of mechanically entrapped polymer

ϕ :

Porosity

φ :

Stream function

o:

Oil

w:

Water

I :

Initial value

J :

Injected value

References

  • Adler, P.: Porous Media: Geometry and Transports. Elsevier, Stoneham (2013)

    Google Scholar 

  • Adler, P.M.: Multiphase Flow in Porous Media. Springer, Dordrecht (1995)

    Google Scholar 

  • Alvarez, A.C., Hime, G., Marchesin, D., Bedrikovetsky, P.G.: The inverse problem of determining the filtration function and permeability reduction in flow of water with particles in porous media. Transp. Porous Med. 70(1), 43–62 (2007)

    Google Scholar 

  • Arns, C., Adler, P.: Fast Laplace solver approach to pore-scale permeability. Phys. Rev. E 97(2), 023303 (2018)

    Google Scholar 

  • Arns, C., Knackstedt, M., Mecke, K.: Boolean reconstructions of complex materials: Integral geometric approach. Phys. Rev. E 80(5), 051303 (2009)

    Google Scholar 

  • Arns, J.-Y., Arns, C.H., Sheppard, A.P., Sok, R.M., Knackstedt, M.A., Pinczewski, W.V.: Relative permeability from tomographic images; effect of correlated heterogeneity. J. Pet. Sci. Eng. 39(3–4), 247–259 (2003)

    Google Scholar 

  • Barenblatt, G.I., Entov, V.M., Ryzhik, V.M.: Theory of Fluid Flows Through Natural Rocks. Kluwer, Dordrecht (1989)

    Google Scholar 

  • Bedrikovetsky, P.: Mathematical Theory of Oil and Gas Recovery. Kluwer Academic, Dordrecht (1993)

    Google Scholar 

  • Bedrikovetsky, P.: Upscaling of stochastic micro model for suspension transport in porous media. Transp. Porous Med. 75(3), 335–369 (2008)

    Google Scholar 

  • Bedrikovetsky, P., Osipov, Y., Kuzmina, L., Malgaresi, G.: Exact upscaling for transport of size-distributed colloids. Water Resour. Res. 55(2), 1011–1039 (2019)

    Google Scholar 

  • Blunt, M.J., Liu, K., Thiele, M.R.: A generalized streamline method to predict reservoir flow. Pet. Geosci. 2(3), 259–269 (1996)

    Google Scholar 

  • Borazjani, S., Bedrikovetsky, P.: Exact solutions for two-phase colloidal-suspension transport in porous media. Appl. Math. Modell. 44, 296–320 (2017)

    Google Scholar 

  • Borazjani, S., Roberts, A., Bedrikovetsky, P.: Splitting in systems of PDEs for two-phase multicomponent flow in porous media. Appl. Math. Lett. 53, 25–32 (2016)

    Google Scholar 

  • Borazjani, S., Behr, A., Genolet, L., Kowollik, P.: Ion-exchnage inverse problem of low salinity coreflooding. Transp. Porous Med. 128(2), 571–611 (2019)

    Google Scholar 

  • Bradford, S.A., Torkzaban, S., Shapiro, A.: A theoretical analysis of colloid attachment and straining in chemically heterogeneous porous media. Langmuir 29, 6944–6952 (2013)

    Google Scholar 

  • Chrysikopoulos, C.V., Sotirelis, N.P., Kallithrakas-Kontos, N.G.: Cotransport of graphene oxide nanoparticles and kaolinite colloids in porous media. Transp. Porous Med. 119, 181–204 (2017)

    Google Scholar 

  • Farajzadeh, R., Guo, H., van Winden, J., Bruining, J.: Cation exchange in the presence of oil in porous media. ACS Earth Space Chem. 1(2), 101–112 (2017)

    Google Scholar 

  • Farajzadeh, R., Matsuura, T., van Batenburg, D., Dijk, H.: Detailed modeling of the alkali/surfactant/polymer (ASP) process by coupling a multipurpose reservoir simulator to the chemistry package PHREEQC. SPE Res. Eval. Eng. 15(04), 423–435 (2012)

    Google Scholar 

  • Farajzadeh, R., Bedrikovetsky, P., Lotfollahi, M., Lake, L.W.: Simultaneous sorption and mechanical entrapment during polymer flow through porous media. Water Resour. Res. 52(3), 2279–2298 (2016)

    Google Scholar 

  • Farajzadeh, R., Wassing, B., Lake, L.: Insights into design of mobility control for chemical enhanced oil recovery. Energy Rep. 5, 570–578 (2019)

    Google Scholar 

  • Gelfand, I.M.: Some problems in the theory of quasi-linear equations. Uspekhi Matematicheskikh Nauk 14(2), 87–158 (1959). (Am. Math. Soc. Transl. Ser. 2, 295, 1963)

  • Johns, R.T.: Analytical theory of multicomponent gas drives with two-phase mass transfer. PhD thesis. Stanford University, USA (1993)

  • Khorsandi, S., Qiao, C., Johns, R.T.: Displacement efficiency for low-salinity polymer flooding including wettability alteration. SPE J. 22(02), 417–430 (2017)

    Google Scholar 

  • Khorsandi, S., Shen, W., Johns, R.T.: Global Riemann solver and front tracking approximation of three-component gas floods. Appl. Math. 74, 607–632 (2016)

    Google Scholar 

  • Koh, H.S.: Experimental investigation of the effect of polymers on residual oil saturation (Doctoral dissertation) (2015)

  • Kuhnen, F., Barmettler, K., Bhattacharjee, S., Elimelech, M., Kretzschmar, R.: Transport of iron oxide colloids in packed quartz sand media: monolayer and multilayer deposition. J. Colloid Interface Sci. 231(1), 32–41 (2000)

    Google Scholar 

  • Lake, L.W., Johns, R., Rossen, W.R., Pope, G.A.: Fundamentals of enhanced oil recovery. Prentice Hall, Englewood Cliffs (2014)

    Google Scholar 

  • Lotfollahi, M., Varavei, A., Delshad, M., Farajzadeh, R., Pope, G.A.: Development of a hybrid black-oil/surfactant enhanced oil recovery reservoir simulator. J. Pet. Sci. Eng. 133, 130–146 (2015)

    Google Scholar 

  • Lotfollahi, M., Farajzadeh, R., Delshad, M., Al-Abri, A.-K., Wassing, B.M., Al-Mjeni, R., Awan, K., Bedrikovetsky, P.: Mechanistic simulation of polymer injectivity in field tests. SPE J. 21(1), 1–14 (2016)

    Google Scholar 

  • Mahani, H., Berg, S., Ilic, D., Bartels, W.-B., Joekar-Niasar, V.: Kinetics of low-salinity-flooding effect. SPE J. 20(01), 8–20 (2015a)

    Google Scholar 

  • Mahani, H., Keya, A.L., Berg, S., Bartels, W.-B., Nasralla, R., Rossen, W.R.: Insights into the mechanism of wettability alteration by low-salinity flooding (LSF) in carbonates. Energy Fuels 29(3), 1352–1367 (2015b)

    Google Scholar 

  • Malgaresi, G., Collins, B., Alvaro, P., Bedrikovetsky, P.: Explaining non-monotonic retention profiles during flow of size-distributed colloids. Chem. Eng. J. 375, 121984 (2019)

    Google Scholar 

  • Muecke, T.W.: Formation fines and factors controlling their movement in porous media. J. Pet. Technol. 31(02), 144–150 (1979)

    Google Scholar 

  • Nasralla, R.A., Snippe, J.R., Farajzadeh, R.: Coupled geochemical-reservoir model to understand the interaction between low salinity brines and carbonate rock. In: SPE 174661, SPE Asia Pacific Enhanced Oil Recovery Conference, Tulsa, OK (2015)

  • Oladyshkin, S., Panfilov, M.: Streamline splitting between thermodynamics and hydrodynamics in a compositional gas–liquid flow through porous media. C. R. Mecanique 335(1), 7–12 (2007)

    Google Scholar 

  • Osterloh, W.T., Law, E.J.: Polymer transport and rheological properties for polymer flooding in the north sea. In: SPE/DOE Improved Oil Recovery Symposium, SPE (1998)

  • Pires, A.P., Bedrikovetsky, P.G., Shapiro, A.A.: A splitting technique for analytical modelling of two-phase multicomponent flow in porous media. J. Pet. Sci. Eng. 51(1–2), 54–67 (2006)

    Google Scholar 

  • Polyanin, A., Dilman, V.: Methods of Modeling Equations and Analogies in Chemical Engineering. CRC Press, Boca Raton (1994)

    Google Scholar 

  • Polyanin, A.D., Manzhirov, A.V.: Handbook of Mathematics for Engineers and Scientists. CRC Press, New York (2006)

    Google Scholar 

  • Polyanin, A.D., Zaitsev, V.F.: Handbook of Nonlinear Partial Differential Equations. CRC Press, New York (2016)

    Google Scholar 

  • Polyanin, A.D., Zhurov, A.I., Vyazmin, A.: Exact solutions of heat and mass transfer equations. Matematica Contemporanea 19, 105–127 (2000)

    Google Scholar 

  • Qiao, C., Johns, R., Li, L.: Modeling low-salinity waterflooding in chalk and limestone reservoirs. Energy Fuels 30(2), 884–895 (2016)

    Google Scholar 

  • Qiao, C., Li, L., Johns, R.T., Xu, J.: A mechanistic model for wettability alteration by chemically tuned waterflooding in carbonate reservoirs. SPE J. 20(04), 767–783 (2015)

    Google Scholar 

  • Rabinovich, A.: An analytical solution for cyclic flow of two immiscible phases. J. Hydrol. 570, 682–691 (2019)

    Google Scholar 

  • Schmid, K.S., Geiger, S., Sorbie, K.S.: Analytical solutions for co-and countercurrent imbibition of sorbing–dispersive solutes in immiscible two-phase flow. In: ECMOR XII-12th European Conference on the Mathematics of Oil Recovery. (2010)

  • Schmid, K.S., Geiger, S., Sorbie, K.S.: Semianalytical solutions for cocurrent and countercurrent imbibition and dispersion of solutes in immiscible two-phase flow. Water Resour. Res. 47(2), W02550 (2011)

    Google Scholar 

  • Shampine, L.F.: Solving hyperbolic PDEs in MATLAB. Appl. Numer. Anal. Comput. Math. 2(3), 346–358 (2005a)

    Google Scholar 

  • Shampine, L.F.: Two-step Lax-Friedrichs method. Appl. Math. Lett. 18(10), 1134–1136 (2005b)

    Google Scholar 

  • Shapiro, A., Yuan, H.: Application of stochastic approaches to modelling suspension flow in porous media. In: Statistical Mechanics and Random Walks: Principles, Processes and Applications, Nova Science Publishers, Incorporated, pp. 1–36 (2012)

  • Shapiro, A.A.: Two-phase immiscible flows in porous media: The Mesocopic Maxwell-Stefan approach. Transp. Porous Med. 107(2), 335–363 (2015)

    Google Scholar 

  • Shapiro, A.A.: Mechanics of the separating surface for a two-phase co-current flow in a porous medium. Transp. Porous Med. 112(2), 489–517 (2016)

    Google Scholar 

  • Sharma, M.M., Yortsos, Y.C.: Transport of particulate suspensions in porous media: model formulation. AIChE J. 33(13), 1636 (1987a)

    Google Scholar 

  • Sharma, M.M., Yortsos, Y.C.: A network model for deep bed filtration processes. AIChE J. 33(13), 1644–1653 (1987b)

    Google Scholar 

  • Sharma, M.M., Yortsos, Y.C.: Fines migration in porous media. AIChE J. 33(13), 1654–1662 (1987c)

    Google Scholar 

  • Sorbie, K.S.: Polymer-Improved Oil Recovery. Springer, New York (2013)

    Google Scholar 

  • Vecchia, E.D., Luna, M., Sethi, R.: Transport in porous media of highly concentrated iron micro- and nanoparticles in the presence of Xanthan Gum. Environ. Sci. Technol. 43, 8942–8947 (2009)

    Google Scholar 

  • Venkatraman, A., Hesse, M.A., Lake, L.W., Johns, R.T.: Analytical solutions for flow in porous media with multicomponent cation exchange reactions. Water Resour. Res. 50(7), 5831–5847 (2014)

    Google Scholar 

  • Wagner, D.H.: Equivalence of the Euler and Lagrangian equations of gas dynamics for weak solutions. J. Differ. Equ. 68(1), 118–136 (1987)

    Google Scholar 

  • Yuan, B., Ghanbarnezhad Moghanloo, R.: Nanofluid precoating: an effective method to reduce fines migration in radial systems saturated with two mobile immiscible fluids. SPE J. 23(03), 998–1018 (2018)

    Google Scholar 

  • Yuan, B., Moghanloo, R.G.: Analytical modeling nanoparticles-fines reactive transport in porous media saturated with mobile immiscible fluids. AIChE J. 65(10), e16702 (2019)

    Google Scholar 

  • Yuan, H., Shapiro, A.A.: Modeling non-Fickian transport and hyperexponential deposition for deep bed filtration. Chem. Eng. J. 162, 974–988 (2010)

    Google Scholar 

  • Yuan, H., Shapiro, A.A.: Induced migration of fines during waterflooding in communicating layer-cake reservoirs. J. Pet. Sci. Eng. 78(3–4), 618–626 (2011)

    Google Scholar 

  • You, Z., Osipov, Y., Bedrikovetsky, P., Kuzmina, L.: Asymptotic model for deep bed filtration. Chem. Eng. J. 258, 374–385 (2014)

    Google Scholar 

  • Zitha, P.L.J., Botermans, C.W.: Bridging-adsorption of flexible polymers in low permeability porous media. SPE Prod. Facil. 13(01), 15–20 (1998)

    Google Scholar 

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Appendix 1: Shock Waves in Governing System

Appendix 1: Shock Waves in Governing System

Following Wagner (1987), Pires et al. (2006), Khorsandi et al. (2017) and Borazjani and Bedrikovetsky 2017 and Borazjani et al. (2019), here we present a stream function φ(x, t) associated with the conservation law Eq. (20)

$$s = - \frac{\partial \varphi }{\partial x},\quad f = \frac{\partial \varphi }{\partial t}.$$
(62)

The corresponding differential form for two-phase flux is

$${\text{d}}\varphi = f{\text{d}}t - s{\text{d}}x.$$
(63)

which determines stream function

$$\varphi \left( {x,t} \right) = \int\limits_{00}^{{\left( {x,t} \right)}} {f{\text{d}}t - s{\text{d}}x} .$$
(64)

Differential dt can be found form Eq. (63)

$${\text{d}}t = \frac{{{\text{d}}\varphi }}{f} + \frac{{s{\text{d}}x}}{f}.$$
(65)

Changing the independent variables from (x, t) to (x, φ) maps system (20)–(22) from variables (x, t) to (x,φ) plane

$${M:(x,t) \to (x,\varphi )\,}.$$
(66)

Figure 2 shows the mapping M.

The equality of second mixed derivatives of function t = t(x, φ) in Eq. (65) yields

$${\frac{{\partial F\left( {G,c,a,\sigma } \right)}}{\partial \varphi } + \frac{\partial G}{\partial x} = 0,\quad F = - \frac{s}{{f\left( {s,c,a,\sigma } \right)}},\quad G = \frac{1}{{f\left( {s,c,a,\sigma } \right)}} .}$$
(67)

Equation (67) is called the lifting equation, variables F and G are called density and flux functions, respectively.

Consider a curve of x(t) that is transformed to the trajectory x(φ) by mapping M, see Fig. 2. Substitution of the curve x(t) and x(φ), into the differential form of Eq. (63) yields

$$\frac{{{\text{d}}\varphi }}{{{\text{d}}x}} = f\frac{{{\text{d}}t}}{{{\text{d}}x}} - s,$$
(68)

Resulting in the following expression between the Lagrangian and Eulerian speeds V and D

$$\frac{1}{V} = \frac{f}{D} - s,\;\;\frac{{{\text{d}}x\left( \varphi \right)}}{{{\text{d}}\varphi }} = V,\;\;\frac{{{\text{d}}x\left( t \right)}}{{{\text{d}}t}} = D.$$
(69)

The Hugoniot–Rankine conditions on the shock waves for Eqs. (20)–(22) are formulated as equalities of the incoming and outgoing fluxes for the discontinuity trajectories for water, suspended and entrapped polymer (Lake et al. 2014)

$$\left[ s \right]D = [f(s,a,\sigma )],$$
(70)
$$[cs + a + \sigma ]D = [cf(s,a,\sigma )],$$
(71)
$$[\sigma ]D = 0.$$
(72)

where the square brackets [ ] indicate the difference between the two states across the discontinuity.

From Eq. (72), the entrapped concentration is continuous for D ≠ 0. Therefore from Eq. (71), the velocity of a saturation and concentration c-shock is

$$D = \frac{[cf(s,a,\sigma )]}{[cs + a]}.$$
(73)

The velocity of saturation shock from Eq. (70) with continuous c is

$$D = \frac{[f(s,a,\sigma )]}{\left[ s \right]}.$$
(74)

The Hugoniot–Rankine condition for auxiliary system Eqs. (28, 29) are

$$[a + \sigma ]V = [c],$$
(75)
$$[\sigma ]V = 0.$$
(76)

Equation (76) shows that the entrapped concentration is continuous for V ≠ 0. Therefore, Eq. (75) becomes

$$[a]V = [c].$$
(77)

and the velocity of the c shock is

$$V = \frac{[c]}{[a]} = \frac{{c^{ - } - c^{ + } }}{{\varGamma c^{ - } - \varGamma c^{ + } }} = \frac{1}{\varGamma }.$$
(78)

Equation (78) corresponds to the shock trajectory φ = Гx.

Consider the shock condition for the lifting equation Eq. (67)

$$\left[ F \right] = V\left[ G \right].$$
(79)

Equation (79) obtains the speed for the saturation shock with continuous c. for the c-shock, s-shock propagated with the Г−1 speed.

$$\frac{\left[ F \right]}{[G]} = \varGamma .$$
(80)

The c- and s-shocks fulfil the Lax’s stability conditions (Gelfand 1959; Bedrikovetsky 1993).

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Borazjani, S., Dehdari, L. & Bedrikovetsky, P. Exact Solution for Tertiary Polymer Flooding with Polymer Mechanical Entrapment and Adsorption. Transp Porous Med 134, 41–75 (2020). https://doi.org/10.1007/s11242-020-01436-7

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