Quantification of Temperature-Dependent Sorption Kinetics in Shale Gas Reservoirs: Experiment and Theory

Yun Yang, Shimin Liu
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Abstract

A critical component of natural gas in organic-rich shales is adsorbed gas within organic matter. Quantification of adsorbed gas is essential for reliable estimates of gas-in-place in shale reservoirs. However, conventional high-pressure adsorption measurements for coal on the volumetric method are prone to error when applied to characterize sorption kinetics in shale-gas systems due to limited adsorption capacity and finer pores of shale matrix. An innovated laboratory apparatus and measurement procedures have been developed for accurate determination of the relatively small amount of adsorbed gas in the Marcellus shale sample. The custom-built volumetric apparatus is a differential unit composed of two identical single-sided units (one blank and one adsorption side) connected with a differential pressure transducer. The scale of the differential pressure transducer is ± 50 psi, a hundred-fold smaller than the absolute pressure transducer measuring to 5000 psi, leading to a significant increase in the accuracy of adsorption measurement. Methane adsorption isotherms on Marcellus shale are measured at 303, 313, 323 and 333 K with pressure up to 3000 psi. A fugacity-based Dubinin-Astakhov (D-A) isotherm is implemented to correct for the non-ideality and predict the temperature-dependence of supercritical gas sorption. The Marcellus shale studied displays generally linear correlations between adsorption capacity and pressure over the range of temperature and pressure investigated, indicating the presence of a solute gas component. It is noted that the condensed phase gas storage exists as the adsorbed gas on shale surface and dissolved gas in kerogen, where the solute gas amount is proportional to the partial pressure of that gas above the solution. To our best understanding, it is the first time to observe the contribution of dissolved gas to total gas storage. With adsorption potential being modeled by a temperature dependence expression, the D-A isotherm can successfully describe supercritical gas sorption for shale at multiple temperatures. Adsorption capacity remarkably decreases with temperature attributed to the isosteric heat of adsorption. Lastly, the wide applicability of the proposed fugacity-based D-A model is also tested for literature adsorption data on Woodford, Barnett, and Devonian shale. Overall, the fugacity-based D-A isotherm provides precise representations of the temperature-dependent gas adsorption on shales investigated in this work. The application of the proposed adsorption model allows predicting adsorption data at multiple temperatures based on the adsorption data collected at a single temperature. This study lays the foundation for accurate evaluation of gas storage in shale.
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页岩气储层中温度相关吸附动力学的定量:实验与理论
富有机质页岩中天然气的一个重要组成部分是有机质中的吸附气。吸附气的定量是可靠估计页岩储层天然气储量的关键。然而,由于页岩基质的吸附能力有限和孔隙较细,传统的体积法煤高压吸附测量方法在表征页岩气系统的吸附动力学时容易出现误差。为了准确测定Marcellus页岩样品中相对少量的吸附气体,开发了一种创新的实验室仪器和测量程序。定制的体积仪是由两个相同的单面单元(一个空白和一个吸附侧)组成的差分单元,连接一个差压传感器。差压传感器的刻度为±50 psi,比测量到5000 psi的绝对压力传感器小一百倍,导致吸附测量的精度显着增加。在303,313,323和333k压力下测量了Marcellus页岩上的甲烷吸附等温线,压力高达3000psi。采用了基于逸度的Dubinin-Astakhov (D-A)等温线来校正非理想性并预测超临界气体吸附的温度依赖性。在所研究的温度和压力范围内,Marcellus页岩的吸附能力和压力之间呈现出普遍的线性相关性,表明存在溶质气体成分。凝析相储气库以页岩表面吸附气和干酪根中溶解气的形式存在,其中溶质气的量与溶液上方气体的分压成正比。据我们所知,这是第一次观察到溶解气体对总储气量的贡献。利用温度依赖表达式来模拟吸附势,D-A等温线可以成功地描述页岩在多个温度下的超临界气体吸附。吸附量随吸附等等热温度的升高而显著降低。最后,对Woodford、Barnett和泥盆纪页岩的文献吸附数据也验证了所提出的基于逸度的D-A模型的广泛适用性。总的来说,基于逸度的D-A等温线提供了本研究中页岩中温度相关气体吸附的精确表示。所提出的吸附模型的应用允许基于在单一温度下收集的吸附数据预测在多个温度下的吸附数据。该研究为准确评价页岩储气性奠定了基础。
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