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Physics-Based Proxy for Vapex Process Modeling in Heterogeneous Reservoirs

机译:异构储层中VAPEX过程建模的物理基础

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Vapex (vapor extraction) is a non-thermal process that has significant potential in providing a more environmentally-friendly and energy-efficient alternative to steam injection. Vaporized solvent injected in-situ dissolves into the oil and reduces oil viscosity, allowing the oil to flow to a horizontal production well via gravitational forces. While compositional simulators are available for assessing the Vapex performance, the simulation process may become difficult when taking into account the uncertainty due to reservoir heterogeneity. A physics-based proxy is proposed to model the process, in a way analogous to the SAGD model described by Butler, who demonstrated the similarity between two processes with a series of Hele-Shaw experiments and derived an analytical steady-state flow rate relationship that is comparable to the SAGD case. Solvent concentration and intrinsic diffusivity are introduced in this model instead of temperature and thermal diffusivity in SAGD. In this paper, analytical solutions and implementation details for the Vapex proxy is presented. The proposed approach is then applied to various reservoirs discretized with spatially varying rock porosity and permeability values; bitumen drainage rate and solvent penetration are calculated sequentially at grid blocks along the solvent-bitumen interface over incremental time steps. Results from this model are compared against experimental data available in the literature as well as detailed compositional simulation studies. Computational requirement of the proxy in comparison to numerical simulations is also emphasized. An important contribution from this work is that process physics are built directly into this proxy, giving it an advantage over other data-driven modeling approaches (e.g. regression). It can be used as an efficient alternative to expensive detailed flow simulations. It presents an important potential for assessing the uncertainty due to multi-scale heterogeneity on effective mass transfer and the resulting recovery performance, as well as assisting decisions-making for future pilot and field development.
机译:VAPEX(蒸气提取)是一种非热过程,其具有在提供对环境更友好的和高能效的替代蒸汽注入显著潜力。汽化溶剂注射的原位溶解到油和降低油的粘度,从而允许油通过重力流动至水平生产井。虽然成分模拟器可用于评估VAPEX性能,仿真过程中可以考虑的不确定性,由于储层非均质性时变得困难。基于物理的代理建议过程模型,在某种程度上类似于由巴特勒,谁展示两个过程之间的相似性具有一系列海伦 - 肖实验和派生的分析稳态流量的关系,所描述的SAGD模型足以媲美SAGD情况。溶剂浓度和征扩散在该模型中,而不是温度和热扩散率在SAGD进行介绍。在本文中,为VAPEX代理分析解决方案和实施细则提出。然后所提出的方法应用于具有空间上变化的岩石孔隙度和渗透率值离散化的各种储存器;沥青排水速率和溶剂渗透在沿溶剂的沥青界面随增量时间步网格块依次计算。从这个模型结果与在文献中以及详细的组分模拟研究现有的实验数据进行比较。相较于数值模拟代理的计算要求也强调。这项工作的一个重要贡献是物理过程直接构建这个代理,给它优于其他数据驱动的建模方法(例如回归)。它可以用来作为有效的替代昂贵的详细流程的模拟。它为评估的不确定性,由于有效的传质多尺度的异质性和所产生的恢复性能,以及协助决策制定为今后的试点和领域发展的重要潜力。

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