用cuda并行实现muskat-levertt方程

Pub Date : 2023-09-01 DOI:10.26577/jmmcs2023v119i3a9
E. Makhmut
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引用次数: 0

摘要

毛管压力通过影响储层岩石中水驱油,在水驱过程中起着至关重要的作用。它受孔径分布、润湿性和孔隙连通性等因素的影响。在注水作业的设计和实施中,理解和考虑毛细压力可以提高油藏的采收率。为了研究毛细管压力对多孔介质水驱过程的影响,提出了一种一维数值模型,并计算了该模型的执行时间。在连续模型中,绝对渗透率、水粘度和油粘度均为常数。为了提高串行模型的执行速度,采用了高性能计算技术CUDA,计算了不同线程上的执行时间和加速结果。给出并分析了毛细管压力影响的串行和CUDA并行模型的结果。
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PARALLEL IMPLEMENTATION OF MUSKAT-LEVERTT EQUATION USING CUDA
Capillary pressure plays a crucial role in waterflooding by influencing the displacement of oil by water in reservoir rocks. It is influenced by factors such as pore size distribution, wettability, and pore connectivity. Understanding and accounting for capillary pressure in the design and implementation of waterflooding operations can lead to improved oil recovery from reservoirs. In this work, to investigate the effects of capillary pressure in the waterflooding process in porous media, a one-dimensional numer-ical model is proposed, and the execution time of the serial model is computed. In the serial model, the absolute permeability, water and oil viscosity are considered as constant. In order to speed up the execu-tion time of the serial model, the high-performance computing technology CUDA is used, and the re-sults (execution time and speedup) on different threads are calculated. The results of serial and CUDA parallel models for the effects of capillary pressure are presented and analyzed.
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