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利用磁共振成像表征沉积岩中的孔隙尺度结构-流动相关性

Characterizing pore-scale structure-flow correlations in sedimentary rocks using magnetic resonance imaging.

作者信息

Karlsons K, de Kort D W, Sederman A J, Mantle M D, Freeman J J, Appel M, Gladden L F

机构信息

Magnetic Resonance Research Centre, Department of Chemical Engineering and Biotechnology, University of Cambridge, Philippa Fawcett Drive, Cambridge CB3 0AS, United Kingdom.

Shell Technology Centre Amsterdam, Shell Global Solutions International B.V., Grasweg 31, 1031 HW Amsterdam, the Netherlands.

出版信息

Phys Rev E. 2021 Feb;103(2-1):023104. doi: 10.1103/PhysRevE.103.023104.

Abstract

Quantitative, three-dimensional (3D) spatially resolved magnetic resonance flow imaging (flow MRI) methods are presented to characterize structure-flow correlations in a 4-mm-diameter plug of Ketton limestone rock using undersampled k- and q-space data acquisition methods combined with compressed sensing (CS) data reconstruction techniques. The acquired MRI data are coregistered with an X-ray microcomputed tomography (μCT) image of the same rock sample, allowing direct correlation of the structural features of the rock with local fluid transport characteristics. First, 3D velocity maps acquired at 35 μm isotropic spatial resolution showed that the flow was highly heterogeneous, with ∼10% of the pores carrying more than 50% of the flow. Structure-flow correlations were found between the local flow velocities through pores and the size and topology (coordination number) associated with these pores. These data show consistent trends with analogous data acquired for flow through a packing of 4-mm-diameter spheres, which may be due to the microstructure of Ketton rock being a consolidation of approximately spherical grains. Using two-dimensional and 3D visualization of coregistered μCT images and velocity maps, complex pore-scale flow patterns were identified. Second, 3D spatially resolved propagators were acquired at 94 μm isotropic spatial resolution. Flow dispersion within the rock was examined by analyzing each of the 331 776 local propagators as a function of observation time. Again, the heterogeneity of flow within the rock was shown. Quantification of the mean and standard deviation of each of the local propagators showed enhanced mixing occurring within the pore space at longer observation times. These spatially resolved measurements also enable investigation of the length scale of a representative elementary volume. It is shown that for a 4-mm-diameter plug this length scale is not reached.

摘要

本文介绍了定量三维(3D)空间分辨磁共振流成像(流MRI)方法,该方法结合欠采样k空间和q空间数据采集方法以及压缩感知(CS)数据重建技术,用于表征直径4毫米的凯顿石灰岩岩芯中结构与流的相关性。所采集的MRI数据与同一样岩石样本的X射线微计算机断层扫描(μCT)图像进行配准,从而使岩石的结构特征与局部流体传输特性直接相关。首先,在35μm各向同性空间分辨率下获取的3D速度图显示,流具有高度的不均匀性,约10%的孔隙承载了超过50%的流量。通过孔隙的局部流速与这些孔隙的尺寸和拓扑结构(配位数)之间发现了结构与流的相关性。这些数据与通过直径4毫米球体堆积物的流所获取的类似数据呈现出一致的趋势,这可能是由于凯顿岩石的微观结构是由近似球形颗粒固结而成。通过配准的μCT图像和速度图的二维和三维可视化,识别出了复杂的孔隙尺度流型。其次,在94μm各向同性空间分辨率下获取了3D空间分辨传播子。通过分析331776个局部传播子中的每一个作为观测时间的函数,研究了岩石内部的流扩散。同样,显示出了岩石内部流的不均匀性。对每个局部传播子的均值和标准差进行量化表明,在较长观测时间内孔隙空间内发生了增强的混合。这些空间分辨测量还能够研究代表性单元体积的长度尺度。结果表明,对于直径4毫米的岩芯,未达到该长度尺度。

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