4.7 Article

An Improved Universal Fusion Algorithm for Constructing 3D Multiscale Porous Media

Journal

WATER RESOURCES RESEARCH
Volume 57, Issue 8, Pages -

Publisher

AMER GEOPHYSICAL UNION
DOI: 10.1029/2020WR029134

Keywords

3D stochastic reconstruction; multiscale fusion algorithm; pore-scale modeling; pore structure characterization; porous media

Funding

  1. Natural Science Foundation of the Anhui Higher Education Institutions [KJ2020A0321]
  2. Scientific Research Starting Foundation for the Introduced Talents of Anhui University of Science and Technology [13200412]
  3. National Natural Science Foundation of China [51704281, 52004008]
  4. Anhui Provincial Natural Science Foundation [2008085QE260]

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An improved universal fusion algorithm for constructing three-dimensional multiscale porous media was proposed and successfully applied to carbonate rock, sandstone, and coal, with their absolute permeability calculated using the finite element method. The results showed that the improved fusion algorithm effectively reduced pore bias and maintained good pore interconnectivity, with a wider pore size distribution interval and closer absolute permeability values to laboratory measurements compared to the existing algorithm.
Various types of porous media materials inherently contain pore structures of different scales, ranging from nanoscale to millimeter scale. Due to the limitations of the existing imaging technology, it is challenging and intractable for any single method to obtain and characterize the multiscale pore structure features of porous media accurately and comprehensively. To address the issue, according to the inherent logical correspondence and mutual conversion relationship between different-scale image pixels, we propose an improved universal fusion algorithm for constructing three-dimensional (3D) multiscale porous media. We successfully applied this algorithm to the construction of multiscale pore structure model of carbonate rock, sandstone and coal, and subsequently made quantitative extractions and characterizations of their pore structure characteristics. In addition, the finite element method (FEM) was used to calculate their absolute permeability. The results show that the improved fusion algorithm can effectively solve the problem of pore bias of the existing algorithm, which reduces the porosity of the multiscale model to a certain extent, while maintaining good pore interconnectivity. Besides, the multiscale model obtained by the improved fusion algorithm has a wider pore size distribution interval than that of the existing algorithm, and the absolute permeability of the former, computed using the FEM, is closer to the laboratory-measured value than that of the latter.

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