A Simple Normalized Analytical Model for Oil Production of SAGD Process and Its Applications in Athabasca Oil Sands

SPE Journal Pub Date : 2024-01-01 DOI:10.2118/218410-pa
Shengdong Wang
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Abstract

Since the late 1980s, when the Alberta Oil Sands Technology and Research Authority Underground Test Facility project first demonstrated the feasibility of the steam-assisted gravity drainage (SAGD) technology, many commercial SAGD projects were brought online in Western Canada. Now, many of these projects have late-life SAGD wells approaching their ultimate SAGD recovery factors. Although these projects have demonstrated highly variable production performance, there is an opportunity to use the industry production data to find what they have in common and develop a normalized SAGD model. For this paper, we collected oil production history from several leading SAGD projects with late-life production in the Athabasca oil sands area and confirmed the three stages in an SAGD project lifespan: chamber rising, chamber spreading, and chamber falling stages. By normalizing the field data, all SAGD projects converged to one type curve, regardless of reservoir quality and operating conditions. Based on this observation, a new simple normalized model is derived to model the bitumen production in a typical SAGD process for Athabasca oil sands. The new model bridges the gap between the existing SAGD analytical model and conventional decline analysis and provides oil production forecasts based on the inputs for the five-component recovery factor method defined in the Canadian Oil and Gas Evaluation Handbook(Society of Petroleum Evaluation Engineers 2018). The model has been applied to one of the thermal projects to history match the field production. By running a Monte Carlo simulation, this model further demonstrates its capability to capture the uncertainty of the production forecast for the project at different stages of SAGD operation. In addition, by properly modifying the type curve of the analytical model, a similar workflow can be used to model cases with special reservoir quality or different operational limitations.
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SAGD 工艺产油的简单归一化分析模型及其在阿萨巴斯卡油砂中的应用
自 20 世纪 80 年代末阿尔伯塔油砂技术研究局地下试验设施项目首次证明蒸汽辅助重力泄油(SAGD)技术的可行性以来,加拿大西部许多商业 SAGD 项目相继上线。现在,其中许多项目的晚期 SAGD 井已接近其最终 SAGD 回收率。尽管这些项目的生产业绩变化很大,但我们仍有机会利用行业生产数据找出它们的共同点,并开发出一个规范化的 SAGD 模型。在本文中,我们收集了阿萨巴斯卡油砂地区晚期生产的几个领先 SAGD 项目的石油生产历史数据,并确认了 SAGD 项目生命周期中的三个阶段:油室上升阶段、油室扩张阶段和油室下降阶段。通过对油田数据进行归一化处理,所有 SAGD 项目都趋同于一条类型曲线,而与储层质量和运行条件无关。基于这一观察结果,我们得出了一个新的简单归一化模型,用于模拟阿萨巴斯卡油砂典型 SAGD 过程中的沥青生产。新模型弥补了现有 SAGD 分析模型与传统衰退分析之间的差距,并根据《加拿大油气评价手册》(Society of Petroleum Evaluation Engineers 2018)中定义的五成分采收率系数法的输入提供了石油产量预测。该模型已应用于其中一个热力项目,以与油田生产历史相匹配。通过运行蒙特卡罗模拟,该模型进一步展示了其捕捉 SAGD 运行不同阶段项目产量预测不确定性的能力。此外,通过适当修改分析模型的类型曲线,类似的工作流程还可用于模拟具有特殊储层质量或不同运行限制的情况。
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