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Compact digital rock core generation method considering particle size distribution and porosity

A digital core and particle size technology, applied in image data processing, 3D modeling, instrumentation, etc., can solve the problems of not considering porosity, inability to precisely control size distribution, and simulation speed drop.

Pending Publication Date: 2021-04-16
DALIAN UNIV OF TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Particle position rearrangement, for example by allowing the particles to move around their initial positions, and / or by causing them to shrink or expand, can produce a denser pack core, but also cannot precisely control the size distribution in the final pack, and if rearrangement, which can also be time-consuming
There are also dynamic simulation models (such as discrete element methods), which, in addition to potentially facing the same mathematical and implementation difficulties as other traditional filling algorithms, tend to be more computationally demanding than dedicated filling algorithms because they must also Properly simulating the dynamics of the filling process, not just the final result, requires long computation times, which also slows down the simulation as particle complexity increases
[0004] In principle, the above methods cannot be satisfied at the same time: it has the characteristics of preferential filling of large particles, and can move, shrink and expand the particle size, so that it can generate denser porous media; it can control the size distribution of filling particles under the premise of satisfying compactness ; lower computation time
In terms of implementation methods, the swelling sphere algorithm adopted by the predecessors only considered the particle size distribution as an input parameter, and did not consider the limitation of porosity. However, for denser porous media, limiting the porosity of the filled core is a non-negligible control dense factor

Method used

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  • Compact digital rock core generation method considering particle size distribution and porosity
  • Compact digital rock core generation method considering particle size distribution and porosity
  • Compact digital rock core generation method considering particle size distribution and porosity

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Experimental program
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Effect test

Embodiment 1

[0027] (1) Determination of input parameters: According to the physical parameters of the pore structure of the target core or porous medium, the specified porosity is 0.15, the particle size distribution is normal distribution, the maximum radius is 2 μm, the minimum radius is 1 μm, and the number of particles is determined to be 866. and the size of the rectangular area of ​​the digital core is 120 μm in width and 60 μm in height, and the number of expansions is 30;

[0028](2) Initial setting: According to the number of particles, the positions of 866 points are randomly distributed in the area of ​​the digital core; the position of each point is the initial center of the final filled sphere, and the radius of this point is set to zero as the final The initial radius of the filled sphere; the final particle radius is assigned to each point according to the particle size distribution in step (1), and the particle radii are 1 μm, 1.25 μm, 1.5 μm, 1.75 μm, 2 μm; according to th...

Embodiment 2

[0036] (1) Determination of input parameters: According to the physical parameters of the pore structure of the target core or porous medium, the specified porosity is 0.15, the particle size distribution is normal distribution, the maximum radius is 100 μm, the minimum radius is 60 μm, and the number of particles is determined to be 761. The size of the rectangular area of ​​the digital core is 6000 μm wide and 3000 μm high, and the number of expansions is 30;

[0037] (2) Initial setting: According to the number of particles, 761 points are randomly distributed in the area of ​​the digital core; the position of each point is the initial center of the final filled sphere, and the radius of this point is set to zero as the final The initial radius of the filled sphere; the final particle radius is assigned to each point according to the particle size distribution in step (1), and the particle radii are 60 μm, 65 μm, 75 μm, 94 μm, and 100 μm; according to the final particle radi...

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Abstract

The invention belongs to the fields of engineering thermophysics, chemistry, petroleum engineering and the like, and discloses a compact digital rock core generation method considering particle size distribution and porosity. The method comprises the following steps of: obtaining a spherical particle pile through a random growth expansion and contraction strategy according to the physical property parameters of a pore structure of an actual rock; achieving the simulation of the growth expansion and movement process of spherical particles, wherein the radius of the particles is continuously increased in the simulation expansion process, and if the particles are covered, the covering phenomenon is eliminated by moving the particles. When the inter-particle coverage cannot be eliminated by moving the particle position, the particle radius is contracted. According to the method, a simpler method is provided for generating the pore structure representing the compact rock core, convenience is provided for modeling of simulating the multi-phase multi-component flow migration pore structure in the porous medium, a basis is provided for deepening understanding of the pore structure and fluid flow coupling, and development of research revealing the micro-pore flow law is promoted.

Description

technical field [0001] The invention belongs to the fields of engineering thermophysics, chemistry, petroleum engineering, etc., and in particular relates to a digital core generation system based on the pore structure of porous media to realize pore-scale numerical simulations such as microscopic multi-phase multi-component flow and fluid-solid coupling. method. Background technique [0002] In the fields of engineering thermophysics, chemistry, and petroleum engineering, random spherical particle-filled sandstone cores or microscopic models composed of round particles are used as a research tool in the research of microscopic multiphase multicomponent flow, fluid-solid coupling, etc. has a very important role. Among them, the porosity of the filled core, the filling coordination number and the size distribution of the filling particles are the three main characterization parameters of the random filling of the particles. Porosity is the proportion of the total volume occ...

Claims

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Application Information

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IPC IPC(8): G06F30/28G06T17/05
Inventor 王大勇马青松毕晶晶贾靖冬王启林魏伟宋永臣郑展鹏范嘉瑞李孟昕王子明
Owner DALIAN UNIV OF TECH