Fractal Properties of Various Clay Minerals Obtained from SEM Images

Author:

Golsanami Naser12ORCID,Fernando Shanilka Gimhan2ORCID,Jayasuriya Madusanka Nirosh2ORCID,Yan Weichao3ORCID,Dong Huaimin3ORCID,Cui Likai4ORCID,Dong Xu5ORCID,Barzgar Ehsan6ORCID

Affiliation:

1. State Key Laboratory of Mining Disaster Prevention and Control, Shandong University of Science and Technology, Qingdao 266590, China

2. College of Energy and Mining Engineering, Shandong University of Science and Technology, Qingdao 266590, China

3. Department of Well Logging, School of Geosciences, China University of Petroleum (Huadong), Qingdao 266580, China

4. Institute of Unconventional Oil and Gas, Northeast Petroleum University, Daqing 163318, China

5. Key Laboratory of Continental Shale Hydrocarbon Accumulation and Efficient Development, Northeast Petroleum University, Daqing 163318, China

6. State Key Laboratory of Petroleum Resources and Prospecting and Unconventional Petroleum Research Institute, China University of Petroleum, Beijing 102249, China

Abstract

Clay minerals significantly alter the pore size distribution (PSD) of the gas hydrate-bearing sediments and sandstone reservoir rock by adding an intense amount of micropores to the existing intragranular pore space. Therefore, in the present study, the internal pore space of various clay groups is investigated by manually segmenting Scanning Electron Microscopy (SEM) images. We focused on kaolinite, smectite, chlorite, and dissolution holes and characterized their specific pore space using fractal geometry theory and parameters such as pore count, pore size distribution, area, perimeter, circularity, and density. Herein, the fractal properties of different clay groups and dissolution holes were extracted using the box counting technique and were introduced for each group. It was observed that the presence of clays complicates the original PSD of the reservoir by adding about 1.31-61.30 pores/100 μm2 with sizes in the range of 0.003-87.69 μm2. Meanwhile, dissolution holes complicate the pore space by adding 4.88-8.17 extra pores/100 μm2 with sizes in the range of 0.06-119.75 μm2. The fractal dimension ( D ) and lacunarity ( L ) values of the clays’ internal pore structure fell in the ranges of 1.51-1.85 and 0.18-0.99, respectively. Likewise, D and L of the dissolution holes were in the ranges of, respectively, 1.63-1.65 and 0.56-0.62. The obtained results of the present study lay the foundation for developing improved fractal models of the reservoir properties which would help to better understand the fluid flow, irreducible fluid saturation, and capillary pressure. These issues are of significant importance for reservoir quality and calculating the accurate amount of producible oil and gas.

Funder

Taishan Scholar Talent Team Support Plan for Advantaged and Unique Discipline Areas

Publisher

Hindawi Limited

Subject

General Earth and Planetary Sciences

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