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JOURNALS // Vestnik KRAUNC. Fiziko-Matematicheskie Nauki // Archive

Vestnik KRAUNC. Fiz.-Mat. Nauki, 2020 Volume 30, Number 1, Pages 87–96 (Mi vkam394)

INFORMATION AND COMPUTATION TECHNOLOGIES

Evaluation of the parameters of fractal porous media

A. A. Egorova, T. V. Gavrilenkoab, D. A. Bykovskikha

a Surgut State University
b Federal State Institution "Scientific Research Institute for System Analysis of the Russian Academy of Sciences", Surgut branch

Abstract: The article presents the results of a study of models of porous media based on stochastic fractals Perlin noise and gas cloud. in particular, it presents approaches to determining the structure of a porous space and its permeability. The article deals with evaluation of parameters of the porous media. Mechanisms of segmentation of areas of porous media are described. The results of modeling and calculations of the model porosity, fractal dimension, and the relationship of these indicators are presented. The possibilities of the developed Kernaliz software package for analyzing and segmenting two-dimensional sections, both matrices obtained by generating stochastic fractals and matrices of real porous media, are shown. It is shown that the fractal dimension of the created matrices and porous media is preserved for any cut-off scale and grid size of the fractals used to build models of porous media, as well as the fractal dimension of the matrices and porous media depends on the binary filtering parameter that forms the specified porosity by changing the ratio of the matrices, open and closed pores, to the total volume of the sample.

Keywords: stochastic fractal, porous media, Perlin noise, fractal dimension, image segmentation.

UDC: 004.942

MSC: 68U20

DOI: 10.26117/2079-6641-2020-30-1-87-96



© Steklov Math. Inst. of RAS, 2024