A new method for evaluating the pore structure complexity of digital rocks based on the relative value of fractal dimension. (July 2022)
- Record Type:
- Journal Article
- Title:
- A new method for evaluating the pore structure complexity of digital rocks based on the relative value of fractal dimension. (July 2022)
- Main Title:
- A new method for evaluating the pore structure complexity of digital rocks based on the relative value of fractal dimension
- Authors:
- Li, Xiaobin
Wei, Wei
Wang, Lei
Ding, Pinbo
Zhu, Linqi
Cai, Jianchao - Abstract:
- Abstract: Natural porous media have extremely complex pore structures, which greatly affect the material properties. However, it remains a challenge to characterize the pore structure complexity accurately. Fractal geometry is one of the effective tools for this task, which allows for quantitative analysis. In this paper, a new method is proposed for evaluating the pore structure complexity of digital rock models by using the relative value of box-counting fractal dimension. The proposed method transforms the judgment criterion from the comparison of the absolute value to the comparison of the relative value in the fractal dimension by establishing an intermediate fractal reference model. Firstly, the digital core model with progressively changing porosity and pore structure is reconstructed using a numerical modeling means, and three kinds of fractal dimensions of the model are estimated by the box-counting algorithm. Meanwhile, the relationship curve between fractal dimension and porosity is employed as the fractal reference model. Then, the fractal dimensions of the study samples and the reference model are mapped to the same coordinate system. By comparing their relative positional relationship, the pore structure complexity of samples is effectively evaluated and classified. Finally, CT samples are taken as a concrete example to illustrate the application of the proposed method. The correctness and availability of this method are verified through the comprehensiveAbstract: Natural porous media have extremely complex pore structures, which greatly affect the material properties. However, it remains a challenge to characterize the pore structure complexity accurately. Fractal geometry is one of the effective tools for this task, which allows for quantitative analysis. In this paper, a new method is proposed for evaluating the pore structure complexity of digital rock models by using the relative value of box-counting fractal dimension. The proposed method transforms the judgment criterion from the comparison of the absolute value to the comparison of the relative value in the fractal dimension by establishing an intermediate fractal reference model. Firstly, the digital core model with progressively changing porosity and pore structure is reconstructed using a numerical modeling means, and three kinds of fractal dimensions of the model are estimated by the box-counting algorithm. Meanwhile, the relationship curve between fractal dimension and porosity is employed as the fractal reference model. Then, the fractal dimensions of the study samples and the reference model are mapped to the same coordinate system. By comparing their relative positional relationship, the pore structure complexity of samples is effectively evaluated and classified. Finally, CT samples are taken as a concrete example to illustrate the application of the proposed method. The correctness and availability of this method are verified through the comprehensive analysis of digital images, pore structure, porosity, and permeability. The constructed method provides a reference for a more accurate evaluation and classification of the complexity of pore space in digital rock physics. Highlights: A new method for evaluating the pore structure complexity of digital rocks is proposed. The degree and law of the influence of porosity and pore structure on the fractal dimension are analyzed. The interface fractal dimension is an effective parameter in evaluating the pore structure complexity. … (more)
- Is Part Of:
- Marine and petroleum geology. Volume 141(2022)
- Journal:
- Marine and petroleum geology
- Issue:
- Volume 141(2022)
- Issue Display:
- Volume 141, Issue 2022 (2022)
- Year:
- 2022
- Volume:
- 141
- Issue:
- 2022
- Issue Sort Value:
- 2022-0141-2022-0000
- Page Start:
- Page End:
- Publication Date:
- 2022-07
- Subjects:
- Fractal dimension -- Digital rock -- Pore structure -- Box counting -- Complexity
Submarine geology -- Periodicals
Petroleum -- Geology -- Periodicals
Géologie sous-marine -- Périodiques
Pétrole -- Géologie -- Périodiques
Petroleum -- Geology
Submarine geology
Periodicals
Electronic journals
551.468 - Journal URLs:
- http://www.sciencedirect.com/science/journal/02648172 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.marpetgeo.2022.105694 ↗
- Languages:
- English
- ISSNs:
- 0264-8172
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 5373.632100
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 21880.xml