Tight dual models of pore spaces

Abstract The pore throats in a porous medium control permeability, drainage, and straining through their pore scale geometry and through the way they are connected via pore bodies on the macroscale. Likewise, imbibition is controlled through the geometry of the pore bodies (pore scale) and through the way the pore bodies are connected via pore throats on the macroscale. In an effort to account for both scales at the same time we recently introduced an image-based model for pore spaces that consists of two parts related by duality: (1) a decomposition of a polyhedral pore space into polyhedral pore bodies separated by polygonal pore throats and (2) a polygonal pore network that is homotopy equivalent to the pore space. In this paper we stick to the dual concept while amending the definition of the pore throats and, as a consequence, the other elements of the dual model. Formerly, the pore throats consisted of single two-dimensional Delaunay cells, while they now usually consist of more than one two-dimensional Delaunay cell and extend all the way into the narrowing ends of the pore channel cross sections. This is the first reason for naming the amended dual model “tight”. The second reason is that the formation of the pore throats is now guided by an objective function that always attains its global optimum (tight optimization). At the end of the paper we report on simulations of drainage performed on tight dual models derived from simulated sphere packings and 3D gray-level images. The C-code for the generation of the tight dual model and the simulation of drainage is publicly available at https://jshare.johnshopkins.edu/mhilper1/public_html/tdm.html .

[1]  M. Blunt Flow in porous media — pore-network models and multiphase flow , 2001 .

[2]  S. van der Zee,et al.  Porosity-permeability properties generated with a new 2-parameter 3D hydraulic pore-network model for consolidated and unconsolidated porous media , 2004 .

[3]  W. B. Lindquist,et al.  Medial axis analysis of void structure in three-dimensional tomographic images of porous media , 1996 .

[4]  Alexander Russell,et al.  Computational topology: ambient isotopic approximation of 2-manifolds , 2003, Theor. Comput. Sci..

[5]  David W. Mellor Random close packing (RCP) of equal spheres: structure and implications for use as a model porous medium , 1989 .

[6]  Mark L. Rivers,et al.  Using X-ray computed tomography in hydrology: systems, resolutions, and limitations , 2002 .

[7]  R. Seright,et al.  Characterizing Disproportionate Permeability Reduction Using Synchrotron X-Ray Computed Microtomography , 2002 .

[8]  Siegfried Stapf,et al.  NMR Imaging in Chemical Engineering , 2006 .

[9]  Michael A. Celia,et al.  Recent advances in pore scale models for multiphase flow in porous media , 1995 .

[10]  R. Forman Morse Theory for Cell Complexes , 1998 .

[11]  Yang,et al.  Simulation of correlated and uncorrelated packing of random size spheres. , 1996, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[12]  W Brent Lindquist,et al.  The geometry of primary drainage. , 2006, Journal of colloid and interface science.

[13]  Mariette Yvinec,et al.  Algorithmic geometry , 1998 .

[14]  Clinton S. Willson,et al.  Comparison of Network Generation Techniques for Unconsolidated Porous Media , 2003 .

[15]  D. Mellor,et al.  Analysis of the Percolation properties of a Real Porous Material , 1991 .

[16]  S. Bryant,et al.  Prediction of interfacial areas during imbibition in simple porous media , 2003 .

[18]  R. Graham,et al.  Handbook of Combinatorics , 1995 .

[19]  Hans-Jörg Vogel,et al.  A new approach for determining effective soil hydraulic functions , 1998 .

[20]  Vladimir A. Kovalevsky,et al.  Finite topology as applied to image analysis , 1989, Comput. Vis. Graph. Image Process..

[21]  W. B. Lindquist,et al.  Investigating 3D geometry of porous media from high resolution images , 1999 .

[22]  H. Scott Fogler,et al.  Modeling flow in disordered packed beds from pore‐scale fluid mechanics , 1997 .

[23]  R. Glantz,et al.  Dual models of pore spaces , 2007 .

[24]  Steven L. Bryant,et al.  Physically representative network models of transport in porous media , 1993 .

[25]  David Cohen-Steiner,et al.  Restricted delaunay triangulations and normal cycle , 2003, SCG '03.

[26]  Shuichiro Hirai,et al.  MRI velocity measurements of water flow in porous media containing a stagnant immiscible liquid , 2001 .

[27]  Cass T. Miller,et al.  The influence of porous medium characteristics and measurement scale on pore-scale distributions of residual nonaqueous-phase liquids , 1992 .

[28]  J. Zhu,et al.  Thermal evolution of permeability and microstructure in sea ice , 2007 .

[29]  Ehoud Ahronovitz,et al.  The Star-Topology: a topology for image analysis , 1995 .

[30]  Zeyun Yu,et al.  New algorithms in 3D image analysis and their application to the measurement of a spatialized pore size distribution in soils , 1999 .

[31]  James A. Sethian,et al.  Level Set Methods and Fast Marching Methods , 1999 .

[32]  W. B. Lindquist,et al.  3D image-based characterization of fluid displacement in a Berea core , 2007 .

[33]  Roland Glantz,et al.  Calibration of a Pore-Network Model by a Pore-Morphological Analysis , 2003 .

[34]  A. Björner Topological methods , 1996 .

[35]  R. Forman A USER'S GUIDE TO DISCRETE MORSE THEORY , 2002 .

[36]  F. Dullien Porous Media: Fluid Transport and Pore Structure , 1979 .

[37]  W. B. Lindquist,et al.  Pore and throat size distributions measured from synchrotron X-ray tomographic images of Fontaineble , 2000 .

[38]  Godfried T. Toussaint,et al.  A simple linear algorithm for intersecting convex polygons , 1985, The Visual Computer.

[39]  Franz Aurenhammer,et al.  Voronoi diagrams—a survey of a fundamental geometric data structure , 1991, CSUR.

[40]  Cass T. Miller,et al.  Pore‐Scale Modeling of Nonwetting‐Phase Residual in Porous Media , 1995 .

[41]  James Stuart Tanton,et al.  Encyclopedia of Mathematics , 2005 .

[42]  M. N. Shanmukha Swamy,et al.  Graphs: Theory and Algorithms , 1992 .

[43]  Markus Hilpert,et al.  Investigation of the residual–funicular nonwetting-phase-saturation relation , 2000 .