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Confocal laser scanning microscopy and automated petrographic image analysis in different rock types: Two-dimensional images capillary pressure curves estimation and three-dimensional porosity reconstruction

机译:共聚焦激光扫描显微镜和不同岩石类型的自动化岩图像分析:二维图像毛细管压力曲线估计和三维孔隙率重建

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In the past, determination of rock properties using image analysis relied upon petrographic transmitted-light images, but with limited success because of a lack of resolution and restricted computer processing power. A new technique that employs confocal laser scanning microscopy (CLSM) can be considered complementary to laboratory measurements and applicable to several samples, saving time and money and requiring only a limited amount of rock sample for analysis. We have studied several types of rocks with CLSM and fluorescent dye- impregnated thin sections. The two-dimensional scans of each thin section images is an area of 12 mm(2), with a pixel size of 0.198 mu m and were used to simulate capillary pressure curves for pore bodies and pore throats. The CLSM technique also enables three-dimensional (3-D) visualization of the rock porosity. The studied rock samples were taken from diverse oil and gas field reservoirs: case A, a conventional sandstone (15.1% porosity, 29.8 md permeability); case B, a tight sandstone (3.7%, 0.02 md); case C, an oolitic carbonate (9.6%, 0.1 md); case D, a rhodolithic algal carbonate (19.8%, 43.7 md); case E, dolomitized carbonate (17%, 21.7 md); and case F, a naturally fractured carbonate (2.4%, 0.6 md). Our results confirm that the CLSM technique can be applied to rocks of contrasting porosity and permeability to obtain computed synthetic capillary pressure curves faster than with conventional measurement methods. The technique quantifies different pore-body and pore-throat sizes and distributions, with the added ability to visualize 3-D porosity and to extract from thin section analysis petrologic properties.
机译:在过去,使用图像分析的岩石性能依赖于岩体透射光图像,但由于缺乏分辨率和限制的计算机处理能力,成功有限。采用共聚焦激光扫描显微镜(CLSM)的新技术可被认为与实验室测量互补,并且适用于多个样本,节省时间和金钱,并且仅需要有限的岩石样品进行分析。我们研究了几种类型的岩石与CLSM和荧光染料薄膜。每个薄截面图像的二维扫描是12mm(2)的面积,像素尺寸为0.198μm,用于模拟孔体和孔喉的毛细管压力曲线。 CLSM技术还使岩石孔隙率的三维(3-D)可视化。研究的岩石样品是从不同的石油和天然气场储层中获取:案例A,常规砂岩(15.1%孔隙率,29.8 md渗透率);案例B,砂岩紧(3.7%,0.02 md);盒C,鲕粒碳酸盐(9.6%,0.1 md);案例D,碳酸核藻酸盐(19.8%,43.7md);案例e,白粒子化碳酸盐(17%,21.7 md);和案例F,天然裂缝的碳酸盐(2.4%,0.6md)。我们的结果证实,CLSM技术可应用于对比孔隙率和渗透率的岩石,以获得比以往的传统测量方法更快地获得计算的合成毛细管压力曲线。该技术量化了不同的孔体和孔淋淋尺寸和分布,并具有可视化3-D孔隙率的额外能力并从薄截面分析岩体性质中提取。

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