Streamline Tracing and Applications in Naturally Fractured Reservoirs Using Embedded Discrete Fracture Models

Hongquan Chen, Tsubasa Onishi, Feyi Olalotiti-Lawal, A. Datta-Gupta
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引用次数: 9

Abstract

The streamline based technology has proven to be effective for various subsurface flow and transport modeling problems including reservoir simulation, model calibration and optimization. For naturally fractured systems, current streamline models are well suited for dual porosity single permeability systems because streamlines need to be traced only for the fracture system. However, complications arise for dual porosity dual permeability (DPDP) systems because streamlines need to be traced for both fracture and matrix systems. Also, the streamlines in the two systems may interact. We present a robust streamline tracing framework for use in the DPDP models via an embedded discrete fracture model (EDFM) framework. The EDFM models utilize irregular gridding and non-neighbor connections to explicitly represent the discrete facture network. Our strategy is based on a boundary layer method that can be used to honor the fluxes at the matrix-fracture interface during streamline tracing. We generalize our previously proposed streamline tracing algorithms for local grid refinements (LGR) and faulted systems to discrete fracture network models where a fracture gridblock in EDFM is treated as a boundary layer for flux continuity and streamline tracing. The proposed method is benchmarked with a semi-analytical solution and a series of numerical examples encompassing different levels of geologic and geometrical complexity to illustrate the accuracy and robustness of the approach. Visualization of streamlines in complex fracture networks provide flow diagnostics such as sweep efficiency and connectivity of wells and fractures. The streamlines are then utilized to develop a workflow for rate allocation optimization for waterflood in naturally fractured reservoirs. We utilized a streamline-based gradient free algorithm whereby both injection and production rates are adjusted under realistic operational constraints. This approach only requires a few forward simulations and therefore offers significant advantages in terms of computational efficiency. It is confirmed that the optimized schedule provides improvements in oil recovery and sweep efficiency compared to the base scenario with uniform injection and production rates. The uniqueness of this work is the robust streamline tracing algorithm in the EDFM using a novel boundary layer based approach for flux continuity. The proposed approach is simple and easy to implement and can be coupled with commercial simulators for field scale applications.
基于嵌入式离散裂缝模型的天然裂缝性储层流线示踪及其应用
基于流线的技术已被证明是有效的各种地下流动和输送建模问题,包括油藏模拟,模型校准和优化。对于天然裂缝系统,目前的流线模型非常适合于双孔隙度、单渗透率系统,因为只需要对裂缝系统进行流线跟踪。然而,双孔双渗(DPDP)系统出现了一些问题,因为裂缝和基质系统都需要跟踪流线。另外,两个系统中的流线可能相互作用。我们通过嵌入式离散裂缝模型(EDFM)框架提出了一个用于DPDP模型的鲁棒流线跟踪框架。EDFM模型利用不规则网格和非相邻连接来明确表示离散断裂网络。我们的策略是基于边界层方法,该方法可用于在流线追踪过程中计算基质-裂缝界面的通量。我们将先前提出的局部网格细化(LGR)和故障系统的流线跟踪算法推广到离散裂缝网络模型,其中EDFM中的裂缝网格块被视为通量连续性和流线跟踪的边界层。提出的方法以半解析解和一系列包含不同地质和几何复杂性水平的数值示例为基准,以说明该方法的准确性和鲁棒性。复杂裂缝网络中流线的可视化提供了诸如波及效率、井与裂缝的连通性等流动诊断。然后利用这些流线来开发天然裂缝性油藏注水速度分配优化工作流程。我们使用了基于流线的无梯度算法,根据实际操作限制调整注入和生产速度。这种方法只需要少量的正演模拟,因此在计算效率方面具有显著的优势。经证实,与均匀注入和生产速度的基本方案相比,优化后的方案提高了采收率和波及效率。这项工作的独特之处在于在EDFM中使用一种新的基于边界层的通量连续性方法的鲁棒流线跟踪算法。所提出的方法简单,易于实现,并且可以与商业模拟器相结合,用于现场规模应用。
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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