Abstract
The ability to calculate an effective permeability of a heterogeneous reservoir based on knowledge of its small-scale permeability is fundamental to practical numerical reservoir characterization. One elegant technique that forms the basis of this process is renormalization (King, P.R.: Transport Porous Med. 4, 37–58 (1989)). In two dimensions, renormalization can be implemented using a simple analytical formula. In three dimensions, however, no such analytical result exists, and renormalization must be performed using a numerical implementation. In this article, we present a simple analytical approximation to the method of renormalization in three dimensions. A detailed comparison with numerical results demonstrates its accuracy and highlights the significant reduction in computational cost achieved.
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References
Aziz K., Settari A. (1983) Petroleum Reservoir Simulation. Applied Science, London
Christie M.A. (1996) Upscaling for reservoir simulation. J. Petrol. Technol. 48, 1004–1010
Christie M.A. (2001) Flow in porous media – scale up of multiphase flow. Curr. Opin. Colloid Interface Sci. 6, 236–241
Farmer C.L. (2002) Upscaling: a review. Int. J. Numer. Meth. Fluids 40, 63–78
Gaynor G.C., Chang E.Y., Painter S.L., Paterson L. (2000) Application of Lévy random fractal simulation techniques in modeling reservoir mechanisms in the Kuparuk River Field, North Slope, Alaska. SPE Reservoir Eval. Eng. 3, 263–271
Gunning J. (2002) On the use of multivariate Lévy-stable random field models of geological heterogeneity. Math. Geol. 34, 43–62
Hewett, T. Fractal distributions of reservoir heterogeneity and their influence on fluid transport. SPE Paper 15386 (1986)
King P.R. (1989) The use of renormalization for calculating effective permeability. Transport Porous Med. 4, 37–58
Liu H.-H., Bodvarsson G.S., Lu S., Molz F.J. (2004) A corrected and generalized successive random additions algorithm for simulating fractional Lévy motions. Math. Geol. 36, 361–378
Lu S., Liu H.-H., Molz F.J. (2003) An efficient, three-dimensinal, anisotropic, fractional Brownian motion and truncated fractional Lévy motion simulation algorithm based on successive random additions. Comput. Geosci. 29, 15–25
Mantegna R.N. (1994) Fast, accurate algorithm for numerical simulation of Lévy stable stochastic processes. Phys. Rev. E 49, 4677–4683
Painter S. (1995) Random fractal models of heterogeneity: the Lévy-stable approach. Math. Geol. 27, 813–830
Painter S. (1996) Evidence for non-Gaussian scaling behavior in heterogeneoous sedimentary formations. Water Resour. Res. 32, 1183–1195
Painter S., Paterson L. (1994) Fractional Lévy motion as a model for spatial variability in sedimentary rock. Geophys. Res. Lett. 21, 2857–2860
Renard P., de Marsily G. (1997) Calculating equivalent permeability: a review. Adv. Water Resour. 20, 253–278
Saupe D. (1988). Algorithms for random fractals. In: Peitgen H.-O., Saupe D. (eds). The Science of Fractal Images. Springer-Verlag, New York
Stauffer D. (1985) Introduction to Percolation Theory. Taylor & Francis, London
Yeo I.-W., Zimmerman R.W. (2001) Accuracy of the renormalization method for computing effective conductivities of heterogeneous media. Transport Porous Med. 45, 129–138
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Green, C.P., Paterson, L. Analytical three-dimensional renormalization for calculating effective permeabilities. Transp Porous Med 68, 237–248 (2007). https://doi.org/10.1007/s11242-006-9042-y
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DOI: https://doi.org/10.1007/s11242-006-9042-y