均匀和非均匀网格尺寸二维泊松方程的有限差分解法

Genet Mekonnen Assef
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引用次数: 0

摘要

研究了均匀和非均匀网格尺寸下二维泊松方程的有限差分逼近问题。具有均匀和非均匀网格尺寸的泊松方程是模拟静电系统行为的一个非常强大的工具,但不幸的是,对于非常简化的模型可能无法解析求解。因此,必须利用数值模拟来模拟具有实用价值的复杂几何形状的行为。在大多数工程问题中也来源于稳定的反应扩散和传热方程,在弹性、流体力学、静电学等中,网格的解是非均匀和均匀的,在模拟的敏感区域识别细网格,在正常区域识别粗网格。采用泰勒展开级数对非均匀网格进行离散化。这种离散化的目的是将微积分问题转化为数值形式(如离散方程)。因此,本研究采用有限差分法对均匀和非均匀网格尺寸的二维泊松方程进行离散化比较。此外,我们还研究了用有限差分法在非均匀网格上近似二维泊松方程的方法,结果表明,对于均匀分布的网格点,有限差分法非常简单,具有足够的稳定性并收敛于精确解,而对于非均匀分布的网格点,有限差分法的稳定性、收敛性和耗时都不如均匀分布的网格点。关键词:有限差分法,二维泊松方程,均匀网格尺寸,非均匀网格尺寸,收敛性,稳定性,一致性出版日期:2019年9月30日
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Solution of Two Dimensional Poisson Equation Using Finite Difference Method with Uniform and Non-uniform Mesh Size
This study focus on the finite difference approximation of two dimensional Poisson equation with uniform and non-uniform mesh size. The Poisson equation with uniform and non-uniform mesh size is a very powerful tool for modeling the behavior of electro-static systems, but unfortunately may not be solved analytically for very simplified models. Consequently, numerical simulation must be utilized in order to model the behavior of complex geometries with practical value. In most engineering problems are also coming from steady reaction-diffusion and heat transfer equation, in elasticity, fluid mechanics, electrostatics etc. the solution of meshing grid is non-uniform and uniform where fine grid is identified at the sensitive area of the simulation and coarse grid at the normal area.The discretization of non-uniform grid is done using Taylor expansion series. The purpose of such discretization is to transform the calculus problem to numerical form (as discrete equation). Therefore, in this study the two dimensional Poisson equation is discretazi with uniform and non-uniform mesh size using finite difference method for the comparison purpose. More over we also examine the ways that the two dimensional Poisson equation can be approximated by finite difference over non-uniform meshes, As result we obtain that for uniformly distributed gird point the finite difference method is very simple and sufficiently stable and converge to the exact solution whereas in non-uniformly distributed grid point the finite difference method is less stable, convergent and time consuming than the uniformly distributed grid points. Keywords: Finite difference method, two dimensional Poisson equations, Uniform mesh size, Non-uniform mesh size, Convergence, Stability, Consistence. DOI : 10.7176/APTA/79-01 Publication date :September 30 th 2019
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