Digital Twin of Degradable Fluid Loss Additive Supported by Advanced Slurry Flow Model

V. Isaev, A. M. Khan
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Abstract

This study is a part of larger scheme of reservoir strategy for use of degradable fluid loss additives. Components of this framework have been presented in two previous papers and this paper specifically describes the novel modeling approach. The hydraulic fracturing model accounts for the effect of fluid loss additive on fluid leakoff into the rock during the treatment. It is implemented with slurry flow model based on the lubrication theory. An empirical closure relation for Carter leakoff coefficient represents the effect of leaked fluid volume and the volume of fluid loss additive deposited in the filter cake. The numerical algorithm is based on the combined Eulerian-Lagrangian approach. A simulation example showing the effect of fluid loss additives on pad volume reduction and potential production performance enhancement is presented. The presented approach is the first slurry flow model which allows to accurately simulate the benefits of fluid loss additive and aims to create a digital twin of these additives eliminating the need to conduct laboratory experiments and design scenarios, revamping the fracturing design strategy.
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基于先进浆体流动模型的可降解降滤失剂数字孪生
本研究是油藏可降解降滤失剂使用方案的一部分。该框架的组成部分已经在之前的两篇论文中提出,本文特别描述了这种新的建模方法。水力压裂模型考虑了降滤失剂对压裂过程中流体泄漏到岩石中的影响。采用基于润滑理论的料浆流动模型实现。Carter漏失系数的经验闭合关系反映了漏液体积和滤饼中滤失剂体积的影响。数值算法基于欧拉-拉格朗日联合方法。通过仿真算例说明了降滤失剂对减少垫块体积和提高潜在生产性能的影响。该方法是第一个能够精确模拟降滤失剂效益的泥浆流动模型,旨在创建这些添加剂的数字孪生体,从而消除了进行实验室实验和设计场景的需要,从而改进了压裂设计策略。
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