发展对求解Navier-Stokes方程的步骤的理解

D. Adair, M. Jaeger
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引用次数: 4

摘要

本文描述了如何使用Mathematica来理解使用有限体积方法求解不可压缩稳态流的Navier - Stokes方程所涉及的基本步骤。主要目的是让学生以一种透明的方式从给定问题的数学描述一直到解决方法。采用著名的“驱动腔”问题作为测试编码的问题,并以涡流函数形式求解Navier-Stokes方程。基于学生在之前课程中熟悉的内容,所选择的涡流函数方程的求解算法是一个松弛过程。然而,这种方法收敛速度很慢,因此还引入了另一种使用矩阵和线性代数概念的方法,以强调对高效和优化代码的需求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Developing an Understanding of the Steps Involved in Solving Navier–Stokes Equations
This article describes how Mathematica can be used to develop an understanding of the basic steps involved in solving Navier– Stokes equations using a finite-volume approach for incompressible steady-state flow. The main aim is to let students follow from a mathematical description of a given problem through to the method of solution in a transparent way. The wellknown “driven cavity” problem is used as the problem for testing the coding, and the Navier–Stokes equations are solved in vorticity-streamfunction form. Building on what the students were familiar with from a previous course, the solution algorithm for the vorticity-streamfunction equations chosen was a relaxation procedure. However, this approach converges very slowly, so another method using matrix and linear algebra concepts was also introduced to emphasize the need for efficient and optimized code.
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