M. Sahimi, FLOW PHENOMENA IN ROCKS - FROM CONTINUUM MODELS TO FRACTALS, PERCOLATION, CELLULAR-AUTOMATA, AND SIMULATED ANNEALING, Reviews of modern physics, 65(4), 1993, pp. 1393-1534
In this paper, theoretical and experimental approaches to flow, hydrod
ynamic dispersion, and miscible and immiscible displacement processes
in reservoir rocks are reviewed and discussed. Both macroscopically ho
mogeneous and heterogeneous rocks are considered. The latter are chara
cterized by large-scale spatial variations and correlations in their e
ffective properties and include rocks that may be characterized by sev
eral distinct degrees of porosity, a well-known example of which is a
fractured rock with two degrees of porosity those of the pores and of
the fractures. First, the diagenetic processes that give rise to the p
resent reservoir rocks are discussed and a few geometrical models of s
uch processes are described. Then, measurement and characterization of
important properties, such as pore-size distribution, pore-space topo
logy, and pore surface roughness, and morphological properties of frac
ture networks are discussed. lt is shown that fractal and percolation
concepts play important roles in the characterization of rocks, from t
he smallest length scale at the pore level to the largest length scale
s at the fracture and fault scales. Next, various structural models of
homogeneous and heterogeneous rock are discussed, and theoretical and
computer simulation approaches to flow, dispersion, and displacement
in such systems are reviewed. Two different modeling approaches to the
se phenomena are compared. The first approach is based on the classica
l equations of transport supplemented with constitutive equations desc
ribing the transport and other important coefficients and parameters.
These are called the continuum models. The second approach is based on
network models of pore space and fractured rocks; it models the pheno
mena at the smallest scale, a pore or fracture, and then employs large
-scale simulation and modern concepts of the statistical physics of di
sordered systems, such as scaling and universality, to obtain the macr
oscopic properties of the system. The fundamental roles of the interco
nnectivity of the rock and its wetting properties in dispersion and tw
o-phase flows, and those of microscopic and macroscopic heterogeneitie
s in miscible displacements are emphasized. Two important conceptual a
dvances for modeling fractured rocks and studying flow phenomena in po
rous media are also discussed. The first, based on cellular automata,
can in principle be used for computing macroscopic properties of flow
phenomena in any porous medium, regardless of the complexity of its st
ructure. The second, simulated annealing, borrowed from optimization p
rocesses and the statistical mechanics of spin glasses, is used for fi
nding the optimum structure of a fractured reservoir that honors a lim
ited amount of experimental data.