Pore system characterization of organic-rich shales using nanoscale-resolution 3D imaging

FUEL

卷:258

Article

Goral, Jan¹  Walton, Ian¹  Andrew, Matthew²  Deo, Milind¹ 

[1] Univ Utah, Dept Chem Engn, Salt Lake City, UT 84112 USA

[2] Carl Zeiss Xray Microscopy Pleasanton, Pleasanton, CA USA

关键词: Porosity and permeability of shales;    Multi-scale imaging;    Correlative microscopy;    Machine learning image segmentation;    Digital rock;    Vaca Muerta Shale;   

DOI  :  10.1016/j.fuel.2019.116049

来源: Elsevier

【 摘 要 】

The Vaca Muerta Shale in Argentina is the first major commercial shale oil/gas play outside of North America. High-resolution 2D/3D imaging of shale rocks for the purpose of establishing their mineralogy, total, and connected porosities has become more and more sophisticated. In this paper, nanoscale-resolution focused ion beam (FIB)-scanning electron microscopy (SEM) nano-tomography was used to obtain images of pore structures within two organic-rich regions of interest (ROIs), selected based on correlative SEM and automated mineralogy maps. Advanced machine learning classification tools were used to segment the images and assign porosities and other components. Pore size distribution and pore connectivity analyzes revealed that about 95% of all the pores, present within the two ROIs, had a diameter of less than approximately 75 nm, and that most of these pores were poorly connected. In a similar fashion, the flow rate distribution analysis showed that pores with diameters of about 150-330 nm contributed to over 50% of the flow capacity of the connected pore systems. These results suggest that although most of the pores typically found in shales have pore diameter smaller than about 100 nm, most of the hydrocarbon production may be carried by a relatively small number of larger connected pores with pore diameter greater than about 150 nm. This study implies that a large portion of the organic-hosted pores (with diameter typically smaller than about 100 nm) may not provide permeable flow pathways for the oil and/or gas migration, and hence may have very little contribution to the hydrocarbon production.

【 授权许可】

Free