Permeability Upscaling for Carbonates from the Pore-Scale UsingMulti-Scale Xray-CT Images

摘要

High-resolution Xray-CT images are increasingly used to numerically derive petrophysical properties of interest at the porescale, in particular effective permeability. Current micro Xray-CT facilities typically offer a resolution of a few microns pervoxel resulting in a field of view of about 5 mm3 for a 20482 CCD. At this scale the resolution is normally sufficient to resolvepore space connectivity and transport properties. For samples exhibiting heterogeneity above the field of view of such a singlehigh resolution tomogram with resolved pore space, a second low resolution tomogram can provide a larger scale porositymap. The problem then reduces to rock-typing the low resolution Xray-CT image, deriving viable porosity-permeability trans-forms from the high resolution Xray-CT image(s) for all rock types present, and upscaling of the permeability field to derive aplug-scale permeability. In this study we characterize spatially heterogeneity using overlapping registered Xray-CT images derived at different resolu-tions spanning orders of magnitude in length scales. A 38mm diameter carbonate core is studied in detail and imaged at lowresolution - and at high resolution by taking four 5mm diameter subsets, one of which is imaged using full length helical scan-ning. Fine-scale permeability transforms are derived using direct porosity-permeability relationships, random sampling of theporosity-permeability scatter-plot as function of porosity, and structural correlations combined with stochastic simulation. Arange of these methods are applied at the coarse scale. We compare various upscaling methods including renormalization theo-ry with direct solutions using a Laplace solver and report error bounds.We find that for the heterogeneous samples permeability typically increases with scale. Conventional methods using basicaveraging techniques fail to provide truthful vertical permeability due to large permeability contrasts. The most accurate up-scaling technique is employing Darcy’s law. A key part of the study is the establishment of porosity transforms between high-resolution and low-resolution images to arrive at a calibrated porosity map to constraint permeability estimates for the wholecore.