基于响应面法的微型旋流器结构优化与性能分析
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作者单位:

1.东北石油大学机械科学与工程学院 大庆;2.黑龙江省大庆石化公司

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TQ051.8

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1、国家重点研发计划项目(2024YFE0213100) 2、国家自然科学基金区域创新发展联合基金重点(U21A20104)


Structural Optimization and Performance Analysis of Min-Hydrocyclone Based on Response Surface Methodology
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1.School of Mechanical Science and Engineering,Northeast Petroleum University;2.Daqing Petrochemical Company Oil Refinery

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    摘要:

    为解决高含水油井开采过程中的油水分离难题,以微型旋流器为研究对象,探究其高效分离机理及结构参数对分离性能的影响。首先,通过对微型旋流器进行理论分析,发现其借助较大径向合力、较高压力损失及较低雷诺数的协同作用,实现油水高效分离;随后,采用 Plackett-Burman(PB)试验设计方法, 筛选出对分离效率产生显著影响的关键结构参数,即溢流管直径、大锥角和小锥角;基于响应面分析法对这三个参数进行优化,构建结构参数与分离效率的数学模型,得到最优结构参数为溢流管直径 7.482mm、大锥角 7.615°、小锥角 2.810°。通过3D打印技术加工试验样机,开展室内分离性能验证试验,结果表明,经优化后的微型旋流器分离效率的模拟值,与试验值和模型预测值相对误差分别为1.033%和0.063%,说明该数学关系模型在一定范围内可以有效预测微型旋流器的分离效率。此外,针对油滴粒径 20~300 μm、含油率 2~6% 的工况开展分离性能模拟研究,结果显示优化后的微型旋流器在上述工况下均表现出优异的分离性能,为井下油水分离设备的高效运行提供理论与工程依据。

    Abstract:

    To address the challenge of oil-water separation during the production of high-water-cut oil wells, this study focuses on mini-hydrocyclones, exploring their high-efficiency separation mechanism and the influence of structural parameters on separation performance. First, through theoretical analysis of the mini-hydrocyclone, it is found that it achieves efficient oil-water separation through the synergistic effect of a large radial resultant force, high pressure loss, and low Reynolds number. Subsequently, the Plackett-Burman (PB) experimental design method is employed to screen out the key structural parameters that significantly affect the separation efficiency, namely the overflow pipe diameter, large cone angle, and small cone angle. Based on the response surface methodology, these three parameters are optimized, and a mathematical model between the structural parameters and separation efficiency is established. The optimal structural parameters are determined as follows: overflow pipe diameter of 7.482 mm, large cone angle of 7.615°, and small cone angle of 2.810°. A prototype is fabricated using 3D printing technology, and indoor separation performance verification experiments are conducted. The results show that the relative errors between the simulated separation efficiency of the optimized mini-hydrocyclone and the experimental values, as well as the model prediction values, are 1.033% and 0.063%, respectively, indicating that the mathematical relationship model can effectively predict the separation efficiency of the mini-hydrocyclone within a certain range. In addition, simulation studies on separation performance are carried out under the working conditions of oil droplet sizes ranging from 20 to 300 μm and oil contents from 2% to 6%. The results demonstrate that the optimized mini-hydrocyclone exhibits excellent separation performance under the above conditions, providing theoretical and engineering basis for the efficient operation of downhole oil-water separation equipment.

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卢梦媚,赵立新,王皓,等. 基于响应面法的微型旋流器结构优化与性能分析[J]. 科学技术与工程, , ():

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  • 收稿日期:2025-11-06
  • 最后修改日期:2026-06-17
  • 录用日期:2026-07-27
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