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Combining Design of Experiments and Streamline-Based Simulation for Efficient Thermal IOR Development Study in a Waterdrive Light Oil Reservoir

机译:基于实验的实验设计和基于精简的模拟设计,以便在水滴油藏中有效的热IOR开发研究

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Steamflooding has been widely applied as an effective way to improve oil recovery not only in heavy oil reservoirs, but also in light oil reservoirs. It has been investigated that Steamflooding is a good way to handle the formation's heterogeneity by decrease the degree of fluid spread and distortion in addition to extract bitumen that might be found in light oil reservoirs as in the reservoir under study. This reservoir is a sandstone formation in South Rumaila oil field located in Iraq. This field, with a 58-year production history, has 40 production wells and is surrounded by an infinite active edge water aquifer from the east and the west flanks. Because of some discontinuous series of bitumen at the east flank, the strength of east flank is much effective less than the west one. In this study, a comparative thermodynamic simulation study has been conducted to investigate the feasibility of Steamflooding to extract the bitumen and improve oil recovery and determine the optimal future development scenario considering design of experiments and streamline-based simulation results. First of all, the thermodynamic reservoir simulator (CMG-STARS) has been used to find out the feasibility of steam flooding in the heterogeneous reservoir to extract the bitumen and improve oil recovery. Later, full factorial design (FFD) has been conducted to figure out the most factors affecting the response (recovery factor) through Steamflooding with distinct levels. The factors are steam injection rate, quality, temperature, and number of steam injectors. FFD has shown that the recovery factor is sensitive for all the mentioned factors as well as some interactions and it also shown that the optimal scenario has the highest steam quality, injection rate, and temperature with the lowest number of injectors to get the highest recovery factor. Consequently, and in order to determine the optimal number of injectors, a connectivity matrix between the injectors and producers has been constructed to provide a source of potential injection wells to be optimized. This matrix has been set based on the streamline-based simulation results at the first time step of the prediction period and the wells were selected according to the higher connectivity with the producers. This practical optimization approach has led to determine the optimal number of steam injection wells that leads to optimal development scenario. It has shown finally that only one injector, which has higher connections with the main producers in the field, has led to highest oil recovery.
机译:汽成蒸汽植物被广泛应用于不仅在重油储层中改善储油的有效途径,也适用于轻油储层。已经调查了汽成蒸汽至关重要通过降低沥青的液体扩散和畸变来处理形成的异质性的好方法,除了在储层中的储层中的轻油储层中可能存在。该水库是位于伊拉克的南方Rumaila油田的砂岩形成。该领域拥有58年的生产历史,拥有40家生产井,由东部和西侧的无限主动边缘水含水层包围。由于东侧的一些不连续的沥青系列,东侧的强度比西部少有效。在这项研究中,已经进行了一种比较热力学模拟研究,以研究蒸汽对策提取沥青的可行性,提高漏油,并确定考虑实验设计和基于流的模拟结果的最佳未来发展情景。首先,热力学储层模拟器(CMG-恒星)已被用来了解异质储层中蒸汽洪水的可行性,以提取沥青,提高溢油。后来,已经进行了完整的因子设计(FFD),以弄清楚通过具有不同水平的蒸汽开心影响响应(回收因子)的最多因素。因素是蒸汽注入速率,质量,温度和蒸汽喷射器的数量。 FFD表明,回收因子对所有提到的因素以及一些交互敏感,并且还表明最佳场景具有最高的蒸汽质量,注入速率和温度,具有最低的喷射器以获得最高的恢复因子。因此,为了确定喷射器的最佳数量,已经构建了喷射器和生产者之间的连接矩阵以提供待优化潜在喷射井的源。已经基于基于流线的仿真结果设置了该矩阵,在预测时段的第一次步骤中,根据与生产者的较高的连接选择孔。这种实用的优化方法导致确定导致最佳发育场景的蒸汽喷射井的最佳数量。最后表明,只有一个具有与该领域的主要生产商有更高的连接的喷射器,导致了最高的储油。

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