Mathematical Modeling of Wax Deposition in Field-Scale Crude Oil Pipeline Systems

Francis Oketch Ochieng, M. Kinyanjui, J. Abonyo, P. R. Kiogora
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引用次数: 1

Abstract

The formation of solid wax crystals, which interlock and form a gel-like layer on the inner wall of the crude oil pipeline, influences the transportation of waxy crude oil. The deposited layer grows continuously and hardens during the oil transportation, reducing the effective inside diameter of the crude oil pipeline and the flow rate. In extreme cases, the deposited layer may block the crude oil pipeline leading to a loss of production and capital investment. In this paper, wax deposition from multiphase flow in field-scale oil pipeline transport systems has been studied. The novelty of this work is to develop a mathematical model that incorporates water-in-oil emulsions, wax precipitation kinetics, molecular diffusion, and shear dispersion to enable accurate predictions of both the wax deposit growth rate and aging of the deposit. The coupled nonlinear partial differential equations governing the flow are discretized in time by a second-order semi-implicit time discretization scheme based on the Adams-Bashforth and Crank-Nicolson methods, which completely decouples the computation of the governing equations. The resulting temporal schemes are discretized in space by the bivariate spectral collocation method based on Chebyshev-Gauss-Lobatto grid points and simulated in MATLAB software to obtain the profiles of the flow variables. The simulation results are presented in graphical and in tabular forms and discussed. This study found that the deposit thickness is directly proportional to the Reynolds number and inversely proportional to the mass Grashof number, Schmidt number, and Weber number. Deposit aging is rampant during the early stages of wax deposition, after which it stabilizes at a specific value as time elapses. A deposition model to predict the wax deposit thickness and aging is proposed in this study. The findings of this study will help in making informed decisions on the planning of pigging operations, thermal insulation, and other remediation techniques to be applied in controlling wax deposition in field-scale crude oil pipeline systems.
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油田原油管道系统中蜡沉积的数学建模
固体蜡晶的形成,在原油管道内壁上互锁形成胶状层,影响含蜡原油的输送。沉积层在原油输送过程中不断生长硬化,降低了原油管道的有效内径和流量。在极端情况下,沉积层可能堵塞原油管道,导致生产和资本投资损失。本文研究了油田规模输油管道系统中多相流的蜡沉积问题。这项工作的新颖之处在于建立了一个数学模型,该模型结合了油中水乳液、蜡沉淀动力学、分子扩散和剪切分散,从而能够准确预测蜡沉积的生长速度和沉积的老化。采用基于Adams-Bashforth和Crank-Nicolson方法的二阶半隐式时间离散格式对耦合非线性偏微分方程进行时间离散,使控制方程的计算完全解耦。采用基于Chebyshev-Gauss-Lobatto网格点的二元谱配置方法在空间上进行离散化,并在MATLAB软件中进行仿真,得到流动变量的剖面。以图形和表格的形式给出了仿真结果,并进行了讨论。本研究发现沉积层厚度与雷诺数成正比,与质量Grashof数、Schmidt数、Weber数成反比。沉积老化在蜡沉积的早期阶段是猖獗的,之后随着时间的推移它稳定在一个特定的值。提出了一种预测蜡沉积厚度和时效的沉积模型。这项研究的结果将有助于在规划清管作业、保温和其他补救技术方面做出明智的决定,这些技术将用于控制油田规模的原油管道系统中的蜡沉积。
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