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Selecting the “Right” ASP Model by History Matching Core Flood Experiments

机译:通过历史匹配核心洪水实验选择“右”ASP模型

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In order to design and analyze Alkaline Surfactant Polymer (ASP) pilots and to generate reliable ASP field forecasts a robust scalable modeling workflow for the ASP process is required. A starting point of such a workflow is to carry out ASP coreflood tests and history match those using numerical models. This allows validation of the models and generates a set of chemical flood parameters that can be used for field-scale simulation forecasts. It is well established that lowering of interfacial tension due to mixing of in-situ generated soap with injected surfactant and improved mobility control due to the polymer play a crucial role in the ASP process. Therefore, all models for the ASP process take into account these mechanisms in one way or the other. However, ASP models can differ in the detail in which (geo-)chemical reactions and the phase behavior are addressed. Inclusion of more details into the numerical model could result in better understanding and more accurate prediction, but it comes at a price, viz. it requires more measured input data and increases computational time. Thus, depending on the accuracy requirements, available experimental data and time the modeling of ASP flood can be performed using different simulation approaches. This paper describes several modeling approaches for ASP. We start with a brief description of these methods and their input requirements. Then we compare the ASP core flood simulation results demonstrating the advantages and disadvantages of presented approaches. Finally we give recommendations and guidelines on how and when the proposed models could be used.
机译:为了设计和分析碱性表面活性剂聚合物(ASP)飞行员并产生可靠的ASP场,预测需要一种适用于ASP过程的稳健可扩展的建模工作流程。这种工作流的起点是执行ASP CoreFlood测试和历史与使用数值模型的历史匹配。这允许验证模型并生成一组可用于现场仿真预测的化学洪水参数。很好地确定,由于具有注射的表面活性剂的原位产生的肥皂的混合,降低界面张力和由于聚合物引起的改进的迁移率控制在ASP过程中起重要作用。因此,ASP过程的所有模型都以某种方式考虑了这些机制。然而,ASP模型可以细节不同,其中(地理)化学反应和相位行为被解决。将更多细节列入数值模型可能导致更好的理解和更准确的预测,但它以价格为代价。它需要更多测量的输入数据并增加计算时间。因此,根据准确性要求,可以使用不同的仿真方法来执行可用的实验数据和时间的ASP洪水建模。本文介绍了ASP的几种建模方法。我们从这些方法的简要说明及其输入要求开始。然后,我们比较ASP核心泛模拟结果,了解所提出的方法的优缺点。最后,我们提出了如何以及何时使用所提出的模型的建议和指导方针。

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