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A Novel Well Testing Method for Characterization of Non-Darcy Flow Behavior in Low Permeability Reservoirs

机译:一种新型井下测试方法,用于低渗透储层中的非达西流动行为

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Modeling of non-Darcy flow behavior in low permeability reservoirs is significant in reservoir performance analysis. The objective of this paper is to develop a novel well testing inversion method for efficient characterization of non-Darcy flow behavior inflow velocity and pressure gradient relation at reservoir condition, which can be applied for accurateproductivity calculation and numerical reservoir simulation. Based on extensive experimental studies, the velocity-pressure gradient relation exhibit strong non-linear flow behavior in low pressure gradient range and is then gradually converged to pseudo-linearflow behavior as pressure gradient increasing. This study introduces dynamic permeability effect (DPE) for illustrating non-Darcy flow. The numerical well testing models with DPE are furtherdeveloped for both fractured wells and non-fractured wells. Irregular grids are conducted in models for accurate calculation and enhancing computation. Then, vertical well model and fractured vertical well model are all validated by comparison with the solution proposed from Gringarten et al. (1974) and Sheng-Tai Lee (1986) respectively. Typical flow behaviors in pressure transient curve are further investigated detailedly. For vertical well model, Ι) wellbore storage, Ⅱ)transient flow and Ⅲ) non-Darcy radial flow is included. The flow regime in fractured well model can be divided into Ι) wellbore storage, Ⅱ) transient flow and Ⅲ) non-Darcy bilinear flow. The build-up test type curves show the pressure response ascended in the late time region (non-Darcy radial flow and non-Darcy bilinear flow), which indicates the effect of non-Darcy flow in the reservoir. And the larger magnitude of pressure response ascended, the more obviously the non-Darcy behavior was. Therefore, history matching of pressure transient in the late time region has an important impact on inversion result of velocity-pressure gradient curves. Inversion method is proposed with a five-step workflow. First, linear functions, piecewise functions or continuous functions are employed to capture the non-linear behavior in low pressure gradient range. Second, the interpreted parameters are determined from well testing model and approximation function. Third, thepredicted pressure is calculatedby proposed models and calculation convergence must be fulfilled. Fourth, the coefficients of the proposed function are treated as optimization parameters that are determined by matching the pressure data using Levenberg-Marquardt optimization procedure. Consequently and finally, an accurate velocity-pressure gradient relation is established to characterize non-Darcy flow behavior in low permeability reservoirs. The productivity calculation and numerical reservoir simulation can also be done in further works. The practicality and efficiency of the proposed methodare illustrated in synthetic case studies. First, we demonstrate the function selection process. Linear, piecewise, and continous functions are all used to make pressure history matching for function optimization. And then the fluid flow behaviorson the reservoir scaleare characterized by normalizing the velocity and pressure gradient curvesfromsingle-well analysis. With comparison to the traditional approach, we comfirmedthat the curve of flow behavior, which is obtained from well testing method, performs better in production history matching.
机译:低渗透储层非达西流动行为的建模在储层性能分析中显着。本文的目的是开发一种新的井下测试反演方法,以便在储存条件下有效地表征非达西流动行动流入速度和压力梯度关系,这可以应用于精确的生产率计算和数值储层模拟。基于广泛的实验研究,速度 - 压梯度关系在低压梯度范围内表现出强烈的非线性流动行为,然后逐渐融合到伪线性行为,因为压力梯度增加。本研究介绍了用于说明非达西流动的动态渗透效应(DPE)。具有DPE的数值井测试模型对于裂缝孔和非裂缝井进行进一步开发。在模型中进行不规则网格,以准确计算和增强计算。然后,通过与Gringarten等人提出的解决方案相比,垂直井模型和裂缝垂直井模型全部验证。 (1974年)分别和盛泰李(1986年)。进一步详细研究了压力瞬态曲线中的典型流动。对于垂直井模型,ι)井眼储存,Ⅱ)瞬态流动和Ⅲ)包括非达西径流。裂缝井模型的流动制度可分为ι)井眼储存,Ⅱ)瞬态流动和Ⅲ)非达西犬流动。积聚测试类型曲线显示后时区(非达西径向流动和非达西犬流量)上升的压力响应,这表明了储层中的非达西流动的效果。并且压力反应的较大幅度升高,非达西行的行为越明显。因此,晚时区域中的压力瞬态的历史匹配对速度 - 压梯度曲线的反转结果具有重要影响。用五步工作流提出了反演方法。首先,采用线性函数,分段功能或连续功能来捕获低压梯度范围内的非线性行为。其次,解释的参数由良好的测试模型和近似函数确定。第三,所需的压力是计算的,所以必须满足所提出的模型和计算汇聚。第四,所提出的功能的系数被视为通过使用Levenberg-Marquardt优化程序匹配压力数据来确定的优化参数。因此并且最后,建立了精确的速度 - 压力梯度关系,以表征低渗透储存器中的非达西流动。生产率计算和数值储层模拟也可以进一步完成。综合案例研究中提出的方法的实用性和效率。首先,我们展示了功能选择过程。线性,分段和持续函数都用于制作功能优化的压力历史匹配。然后,流体流动行为通过归一化速度和压力梯度曲线分析来表征储存量度的表征。随着传统方法的比较,我们已经结束了从井测试方法获得的流动行为曲线,在生产历史匹配中表现更好。

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