不可压缩流体流动的Navier-Stokes方程的Crank-Nicolson隐式格式数值解

IF 4.6 2区 数学 Q1 MATHEMATICS, APPLIED
S. Charles, R. John, Adicka Daniel
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引用次数: 0

摘要

不可压缩流体流动的Navier-Stokes (N-S)方程由四个非线性方程组成,有五个流场,如压力P,密度ρ和三个速度分量u, v和w。由于它是非线性的,并且是三种不同解方法的偏微分方程(PDEs)的混合物,方程组通常是复杂的。N-S方程充分描述了层流和湍流两种非定常流体的流动特性。以往的研究已经证明了流体流动模型通解的存在性,但用Crank-Nicolson隐式格式求解不可压缩流体流动N-S方程中流动速度的数值解却很少。在实践中,由于温度变化和其他物理因素不可避免地引起密度变化,实际流体流动是可压缩的。对一般的Navier-Stokes方程组进行数值近似,建立了不可压缩流体流动的数值解模型。后者的充分解产生的数值解适用于在工程和科学中有用的流体流动的数值模拟。对所涉及的变量进行了无量纲化处理。采用Crank-Nicolson (C.N)隐式格式对偏导数进行离散化,并在边界处进行适当逼近,得到一个N-S方程组的线性系统模型。然后利用MATLAB软件将线性数值系统表示为矩阵形式,用计算流体力学(CFD)方法计算速度场。以三维图形的形式给出了在0≤x≤1.0和0≤y≤1.0的方形流域均匀32×32网格点上生成的二维空间速度场u(x,y,t)和v(x,y,t)的数值结果。结果表明,随着x和y的空间水平变化,二维空间中的速度不会突然变化,因此,用于求解流体流动N-S方程的C-N隐式格式是一致的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Numerical Solution of the Navier-Stokes Equations for Incompressible Fluid Flow by Crank-Nicolson Implicit Scheme
The Navier-Stokes (N-S) equations for incompressible fluid flow comprise of a system of four nonlinear equations with five flow fields such as pressure P, density ρ and three velocity components u, v, and w. The system of equations is generally complex due to the fact that it is nonlinear and a mixture of the three classes of partial differential equations (PDEs) each with distinct solution methods. The N-S equations fully describe the unsteady fluid flow behaviour of laminar and turbulent types. Previous studies have shown existence of general solutions of fluid flow models but little has been done on numerical solution for velocity of flow in N-S equation of incompressible fluid flow by Crank-Nicolson implicit scheme. In practice, real fluid flows are compressible due to the inevitable variations in density caused by temperature changes and other physical factors. Numerical approximations of the general system of Navier-Stokes equations were made to develop numerical solution model for incompressible fluid flow. Adequate solutions of the latter produce numerical solutions applicable in numerical simulation of fluid flows useful in engineering and science. Non-dimensionalization of variables involved was done. Crank-Nicolson (C.N) implicit scheme was implemented to discretize partial derivatives and appropriate approximation made at the boundaries yielded a linear system of N-S equations model. The linear numerical system was then expressed in matrix form for computation of velocity field by Computational fluid dynamics (CFD) approach using MATLAB software. Numerical results for velocity field in two dimensional space, u(x,y,t)and v(x,y,t) generated in uniform 32×32 grids points of the square flow domains, 0≤x≤1.0 and 0≤y≤1.0 were presented in three dimensional figures. Results showed that the velocity in two dimensional space does not change suddenly for any change in spatial levels, x and y. Therefore, C-N implicit Scheme applied to solve the N-S equations for fluid flow is consistent.
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来源期刊
CiteScore
8.80
自引率
5.00%
发文量
18
审稿时长
6 months
期刊介绍: Applied and Computational Mathematics (ISSN Online: 2328-5613, ISSN Print: 2328-5605) is a prestigious journal that focuses on the field of applied and computational mathematics. It is driven by the computational revolution and places a strong emphasis on innovative applied mathematics with potential for real-world applicability and practicality. The journal caters to a broad audience of applied mathematicians and scientists who are interested in the advancement of mathematical principles and practical aspects of computational mathematics. Researchers from various disciplines can benefit from the diverse range of topics covered in ACM. To ensure the publication of high-quality content, all research articles undergo a rigorous peer review process. This process includes an initial screening by the editors and anonymous evaluation by expert reviewers. This guarantees that only the most valuable and accurate research is published in ACM.
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