改进HB模型与液滴动力学耦合的垂直气井流动特性模拟
Simulation of Flow Characteristics in Vertical Gas Wells Coupling Improved HB Model and Droplet Dynamics
DOI: 10.12677/ijfd.2026.141005, PDF,    科研立项经费支持
作者: 柏 炀, 成志强:西南交通大学力学与航空航天学院,四川 成都
关键词: 气液两相流Hagedorn-Brown模型液滴动力学产能预测Gas-Liquid Two-Phase Flow Hagedorn-Brown Model Droplet Dynamics Productivity Prediction
摘要: 针对气井积液诊断中井筒压力及微观液滴行为预测的难点,提出一种基于宏观-微观单向耦合的数值模拟方法。采用考虑加速压降项与算术平均粘度的改进Hagedorn-Brown (HB)模型计算垂直井筒气液两相宏观流动参数;基于Hinze湍流破碎理论与Saffman湍流碰撞聚合理论,建立沿井筒高度分布的液滴破碎与聚并动力学模型。利用文献实验数据验证了压力预测模型的准确性,相对误差在3%以内。参数敏感性分析表明:管径增大导致产能非线性剧增,进而显著提高井筒内流体湍流强度,使液滴平均直径有减小的趋势;井壁粗糙度增加会限制产能,由于流速降低导致的湍流耗散减弱效应超过了粗糙度增加带来的湍流增强效应,使液滴直径有增大的趋势;井口回压升高会产生“背压限制”与“气体压缩”双重效应,致使流速大幅下降,使液滴直径有显著的增大趋势。研究揭示了宏观工况通过改变产能进而影响微观流场剪切强度的物理机制。
Abstract: To address the challenges in predicting wellbore pressure and microscopic droplet behavior for liquid loading diagnosis in gas wells, a numerical simulation method based on macro-micro one-way coupling is proposed. An improved Hagedorn-Brown (HB) model, incorporating the acceleration pressure drop term and arithmetic mean viscosity, is adopted to calculate the macroscopic flow parameters of gas-liquid two-phase flow in vertical wellbores. Furthermore, based on the Hinze turbulence breakup theory and the Saffman turbulence collision-coalescence theory, a dynamics model for droplet breakup and coalescence distributed along the wellbore depth is established. The accuracy of the pressure prediction model is validated using experimental data from the literature, with relative errors controlled within 3%. Parameter sensitivity analysis indicates that increasing the tubing diameter leads to a non-linear surge in productivity, which significantly enhances the turbulence intensity of the fluid and consequently causes a decreasing trend in the average droplet diameter. Conversely, increasing wellbore wall roughness limits productivity; the effect of weakened turbulent dissipation caused by reduced flow velocity outweighs the turbulence enhancement effect brought by increased roughness, resulting in an increasing trend in droplet diameter. Additionally, elevated wellhead back pressure induces a dual effect of “back-pressure constraint” and “gas compression”, causing a substantial drop in flow velocity and a significant increase in droplet diameter. This study elucidates the physical mechanism by which macroscopic operating conditions regulate the shear strength of the microscopic flow field by altering gas production capacity.
文章引用:柏炀, 成志强. 改进HB模型与液滴动力学耦合的垂直气井流动特性模拟[J]. 流体动力学, 2026, 14(1): 40-51. https://doi.org/10.12677/ijfd.2026.141005

参考文献

[1] Hagedorn, A.R. and Brown, K.E. (1965) Experimental Study of Pressure Gradients Occurring during Continuous Two-Phase Flow in Small-Diameter Vertical Conduits. Journal of Petroleum Technology, 17, 475-484. [Google Scholar] [CrossRef
[2] Liu, Y., Wu, N., Luo, C., Tian, W., Li, N., Cao, G., et al. (2026) A New Criterion for Predicting Liquid Loading in Vertical Gas Wells. Results in Engineering, 29, Article 108909. [Google Scholar] [CrossRef
[3] Lin, J., Xu, S. and Liu, Y. (2023) Experimental and Modeling Studies on Continuous Liquid Removal in Horizontal Gas Wells. Frontiers in Earth Science, 11, Article ID: 1288208. [Google Scholar] [CrossRef
[4] Cheng, Y., Wang, D., Luo, J. and Liao, R. (2025) Theoretical Study on Critical Liquid-Carrying Capacity of Gas Wells in Fuling Shale Gas Field. Processes, 13, Article 776. [Google Scholar] [CrossRef
[5] 刘楠楠, 曹小建, 折利军, 等. 天然气井生产数据修正方法提高环雾流模型临界携液流量预测准确率[J]. 石油钻采工艺, 2024, 46(5): 569-585.
[6] He, F., Huang, X., Yang, Y., Bu, C., Xing, H., Pu, L., et al. (2024) Review on Critical Liquid Loading Models and Their Application in Deep Unconventional Gas Reservoirs. Frontiers in Energy Research, 12, Article ID: 1407384. [Google Scholar] [CrossRef
[7] 柯文奇. 气井井筒积液模拟实验研究[J]. 矿山工程, 2023, 11(3): 437-445.
[8] Ughulu, E.O., Soremukun, I.O. and Farotimi, T.A. (2025) A New Modification to the Hagedorn-Brown Correlation for Prediction of Two-Phase Pressure Gradient in Horizontal Wells. SPE Nigeria Annual International Conference and Exhibition, Lagos, 4-6 August 2025, 1-15. [Google Scholar] [CrossRef
[9] Salisu, A., Ayuba, I., Abdulrasheed, A. and Usman, A. (2025) Predicting Liquid Loading in Gas Condensate Wells Using Machine Learning to Enhance Production Efficiency. Petroleum Science and Engineering, 9, 55-66. [Google Scholar] [CrossRef
[10] 董钊, 刁玉乾, 李中, 等. 深水气井环雾流水合物沉积和堵塞动力学模型[J]. 西南石油大学学报(自然科学版), 2022, 44(1): 132-142.
[11] 西南石油大学. 一种考虑液滴形变和多参数影响的临界携液流量计算方法[P]. 中国专利, CN111400978B. 2020-09-29.
[12] Colebrook, C.F. (1939) Turbulent Flow in Pipes, with Particular Reference to the Transition Region Between the Smooth and Rough Pipe Laws. Journal of the Institution of Civil Engineers, 11, 133-156. [Google Scholar] [CrossRef
[13] Poling, B.E., Prausnitz, J.M., John Paul, O.C., et al. (2001) The Properties of Gases and Liquids: Vol 5. McGraw-Hill.
[14] Andrade, E.N.D.C. (1930) The Viscosity of Liquids. Nature, 125, 309-310. [Google Scholar] [CrossRef
[15] Hinze, J.O. (1955) Fundamentals of the Hydrodynamic Mechanism of Splitting in Dispersion Processes. AIChE Journal, 1, 289-295. [Google Scholar] [CrossRef
[16] Pilch, M. and Erdman, C.A. (1987) Use of Breakup Time Data and Velocity History Data to Predict the Maximum Size of Stable Fragments for Acceleration-Induced Breakup of a Liquid Drop. International Journal of Multiphase Flow, 13, 741-757. [Google Scholar] [CrossRef
[17] Smoluchowski, M. (1918) Versuch einer mathematischen Theorie der Koagulationskinetik kolloider Lösungen. Zeitschrift für Physikalische Chemie, 92, 129-168. [Google Scholar] [CrossRef
[18] Saffman, P.G. and Turner, J.S. (1956) On the Collision of Drops in Turbulent Clouds. Journal of Fluid Mechanics, 1, 16-30. [Google Scholar] [CrossRef
[19] Levich, V.G. (1962) Physicochemical Hydrodynamics. Englewood Cliffs: Prentice-Hall.
[20] Turner, R.G., Hubbard, M.G. and Dukler, A.E. (1969) Analysis and Prediction of Minimum Flow Rate for the Continuous Removal of Liquids from Gas Wells. Journal of Petroleum Technology, 21, 1475-1482. [Google Scholar] [CrossRef
[21] Reinicke, K.M., Remer, R.J. and Hueni, G. (1987) Comparison of Measured and Predicted Pressure Drops in Tubing for High-Water-Cut Gas Wells. SPE Production Engineering, 2, 165-177. [Google Scholar] [CrossRef