控制体积物料平衡方法及其在实时流量诊断中的应用

Nan Zhang, P. Andersen, Chunming Rong
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摘要

在本文中,我们提出了一种用于代理油藏模拟的控制体积物质平衡(CVMB)方法,并将其应用于实时流量诊断。它没有使用综合油藏模拟器,而是通过将井中记录的注入和产出流体之间的质量差映射到3D网格块中来估计饱和度分布。在此基础上,进行实时流动诊断,评估瞬时位移流场的动态非均质性,从而做出有效、及时的决策,提高采收率。CVMB隐式求解压力场和流场,显式求解输运方程。它结合了三维非均质岩石特性。CVMB方法的基本思想是将三维流场划分为一系列一维井对控制体(cv)。井对控制体是由位于注入器和采油器波及区和泄油区交叉处的网格块组成的。流体流入和流出1D CV只能发生在井中,而现场流体体积由井流量和井分配因素决定。在每个CV中,我们假设网格块中的位移是活塞式的,并且遵循向前飞行时间升序的一维顺序。流体饱和度分布是通过定义位移锋的截止飞行时间来确定的。我们展示了CVMB方法如何在以下方面改进基于模式的质量平衡方法:1)无需综合油藏模拟器即可根据油气动态洛伦兹系数进行实时流动诊断;2)提高了基于模式的质量平衡方法的简单性和可扩展性,无需在网格块和流线之间进行映射;3)通过使用前向飞行时间定义1D cv,减少了传统质量平衡方法中的涂抹效应。所提出的CVMB方法利用历史井流量作为输入来估计扫描区域及其平均饱和度,具有显著的效率和足够的实时流量诊断精度。
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A Control Volume Material Balance Approach and Its Applications to Real-Time Flow Diagnostics
In this paper, we propose a Control Volume Material Balance (CVMB) approach for proxy reservoir simulation and apply it to real-time flow diagnostics. Instead of utilizing a comprehensive reservoir simulator, it estimates the saturations distributions by mapping the mass difference between injected and produced fluids recorded at wells into 3D grid blocks. On this basis, we perform real-time flow diagnostics to evaluate the dynamic heterogeneity of the instantaneous displacement flow field which can be used for making effective and opportune decisions to improve oil recovery. CVMB solves the pressure and flow fields implicitly, and the transport equations explicitly. It incorporates 3D heterogenous rock properties. The fundamental idea of the CVMB method is to divide the 3D flow field into a series of 1D well-pair Control Volumes (CVs). A well-pair Control Volume is composed of grid blocks in the intersection of the sweep and drainage regions of the injector and producer. The fluid flow in and out of the 1D CV can only occur at the wells, and the in-situ fluid volumes are determined by the well flow rates and the well allocation factors. In each CV, we assume the displacement in the grid blocks is piston-like and follows the 1D order of ascending forward time-of-flight. The fluid saturation distributions are determined by defining the cut-off time-of-flight for the displacement front. We show how the CVMB method improves the pattern-based mass balance approaches in the following aspects: 1) enables real-time flow diagnostics in terms of the hydrocarbon dynamic Lorenz coefficient without a comprehensive reservoir simulator; 2) enhances the simplicity and extensibility of the pattern-based mass balance approach without mapping between grid blocks and streamlines; 3) reduces the smearing effects in conventional mass balance approach by defining 1D CVs using forward time-of-flight. The proposed CVMB method utilizes the historical well flow rates as the input to estimate the swept regions and its average saturation with remarkable efficiency and sufficient accuracy for real-time flow diagnostics.
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