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利用计算流体力学声学模拟和莱特希尔声学功率定律研究穿孔侵蚀导致的分布式声学传感信号衰减

Investigation of the Reduction in Distributed Acoustic Sensing Signal Due to Perforation Erosion by Using CFD Acoustic Simulation and Lighthill's Acoustic Power Law.

作者信息

Hamanaka Yasuyuki, Zhu Ding, Hill A D

机构信息

NSI Technologies, LLC, Tulsa, OK 74136, USA.

Petroleum Engineering Department, Texas A&M University, College Station, TX 77843, USA.

出版信息

Sensors (Basel). 2024 Sep 16;24(18):5996. doi: 10.3390/s24185996.

Abstract

Distributed Acoustic Sensing (DAS), widely adopted in hydraulic fracturing monitoring, continuously measures sound from perforation holes due to fluid flow through the perforation holes during fracturing treatment. DAS has the potential to monitor perforation Tulsa, OK 74136erosion, a phenomenon of increasing perforation size due to sand (referred to as proppant) injection during treatment. Because the sound generated by fluid flow at a perforation hole is negatively related to the perforation diameter, by detecting the decay of the DAS signal, the perforation erosion level can be estimated, which is critical information for fracture design. We used a Computation Fluid Dynamics (CFD) acoustic simulator to calculate the acoustic pressure induced by turbulence inside a wellbore and investigated the relationship between the acoustic response from fluid flow through a perforation and the perforation size by running the simulator for various perforation diameters and flow rates. The results show that if the perforation size is constant, the plot between the calculated sound pressure level and the logarithm of flow rate follows a straight line relationship. However, with different perforation sizes, the intercept of the linear relationship changes, reducing the sound pressure level. Lighthill's power law indicates that the change in intercept corresponds to the logarithm of the ratio of the increased diameter to the original diameter. The reduction in sound pressure level observed in the CFD simulation correlates with the reduction in the DAS signal in field data. The findings of this study help to evaluate perforation diameter growth using DAS and interpret fluid distribution in fracture stimulation.

摘要

分布式声学传感(DAS)在水力压裂监测中被广泛应用,在压裂处理过程中,它能持续测量因流体流经射孔孔眼而产生的声音。DAS有潜力监测俄克拉荷马州塔尔萨市74136处的射孔侵蚀情况,射孔侵蚀是指在处理过程中由于注入砂子(称为支撑剂)导致射孔尺寸增大的现象。由于射孔孔眼处流体流动产生的声音与射孔直径呈负相关,通过检测DAS信号的衰减,可以估算射孔侵蚀程度,这是裂缝设计的关键信息。我们使用计算流体动力学(CFD)声学模拟器来计算井筒内湍流引起的声压,并通过运行模拟器模拟各种射孔直径和流速,研究了流体流经射孔时的声学响应与射孔尺寸之间的关系。结果表明,如果射孔尺寸恒定,计算出的声压级与流速对数之间的关系曲线呈直线关系。然而,对于不同的射孔尺寸,线性关系的截距会发生变化,声压级降低。莱特希尔幂定律表明,截距的变化对应于增大后的直径与原始直径之比的对数。CFD模拟中观察到的声压级降低与现场数据中DAS信号的降低相关。本研究结果有助于利用DAS评估射孔直径的增长,并解释压裂增产中的流体分布情况。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/40ca/11435666/0e306ae0201f/sensors-24-05996-g001.jpg

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