Quantitative seismic fracture characterization of a sandstone reservoir — Decatur, Illinois Basin

Debasis Chaudhuri, Ankur Roy
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Abstract

The Illinois Basin Decatur Project, a carbon capture and sequestration task, was undertaken to sequester 1 million tonnes of CO2 into a sandstone reservoir. A 3D seismic survey was conducted to characterize the reservoir. A geomodel was developed from seismic data, inversion results, and well data to geostatistically map the storage potential of the reservoir. However, no fracture model was created or utilized in this exercise. Fractures inherently influence the porosity and permeability of a reservoir. Ignoring them in reservoir characterization is not an optimal reservoir management practice. The image-log interpretation from a few vertical wells drilled in the area shows the bedding plane dips, but no fracture has been identified. However, the lack of fracture crossings in a few vertical wells does not imply that a formation is devoid of fractures altogether. Hence, seismic fracture characterization (leveraging the dense 3D seismic data) is necessary for a reservoir characterization exercise. We utilized the publicly available Decatur 3D seismic data set to run a seismic fracture characterization workflow to delineate potential fracture corridors present in the reservoir. We calculated three edge detection attributes (structural tensor, structure-oriented semblance, and structural dip) in combination to delineate the fracture lineaments. Our workflow extracts several quantitative measures of the seismic lineaments such as dip, azimuth, area, and length, which can be analyzed statistically. The principal focus of this work is to find a way forward to integrate the fractures from seismic data in a geologic model that can be utilized in simulations. Based on our interpretation of seismic fractures, we created a discrete fracture network that can be a building block for creating a finer-resolution fracture model. We also explored the fractal characteristics of seismic-derived fracture lineaments as a way forward for generating discrete fracture networks.
砂岩储层的定量地震裂缝特征--伊利诺伊州迪凯特盆地
伊利诺伊州盆地迪凯特项目是一项碳捕集与封存任务,旨在将 100 万吨二氧化碳封存到砂岩储层中。为确定储层的特征,进行了三维地震勘测。根据地震数据、反演结果和油井数据开发了一个地质模型,以便从地质统计学角度绘制储层的封存潜力图。但是,在这项工作中没有创建或使用裂缝模型。裂缝本质上影响储层的孔隙度和渗透率。在储层特征描述中忽略它们并不是最佳的储层管理方法。在该地区钻探的几口垂直井的图像记录解释显示了基底面倾角,但没有发现裂缝。然而,几口垂直井中没有裂缝交叉并不意味着地层中完全没有裂缝。因此,地震裂缝特征描述(利用密集的三维地震数据)对于储层特征描述工作十分必要。我们利用公开的迪凯特三维地震数据集运行地震断裂特征描述工作流程,以划定储层中存在的潜在断裂走廊。我们计算了三种边缘检测属性(结构张量、结构导向形貌和结构倾角),并将其结合起来,以划定断裂线型。我们的工作流程可提取地震线状体的若干定量指标,如倾角、方位角、面积和长度,并对其进行统计分析。这项工作的主要重点是找到一种方法,将地震数据中的断裂整合到可用于模拟的地质模型中。根据我们对地震断裂的解释,我们创建了一个离散断裂网络,可作为创建更精细分辨率断裂模型的基石。我们还探索了地震断裂线形的分形特征,以此作为生成离散断裂网络的一种方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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