CFD-FVM圈内高被引SCI论文,Oh My Mama!

2017-02-24  by:CAE仿真在线  来源:互联网

1. The numerical computation of turbulent flows


Launder B E, Spalding D B. The numerical computation of turbulent flows[J]. Computer methods in applied mechanics and engineering, 1974, 3(2): 269-289.

Abstract: The paper reviews the problem of making numerical predictions of turbulent flow. It advocates that computational economy, range of applicability and physical realism are best served at present by turbulence models in which the magnitudes of two turbulence quantities, the turbulence kinetic energy k and its dissipation rate ϵ, are calculated from transport equations solved simultaneously with those governing the mean flow behaviour. The width of applicability of the model is demonstrated by reference to numerical computations of nine substantially different kinds of turbulent flow.

湍流在本质上是三维的、依时的。湍流模型目前已经完美到可谓个个都是艺术品。然而将湍流模型用于实际问题还存在着很大的挑战。20世纪70年代,受限于计算机的存储限制,湍流模型还远远不能直接用于模拟。在21世纪的今天,虽然计算机能力惊人的增加,然而湍流模型的计算依然受限与计算机。1974年,k-epsilon湍流之父Launder and Spalding就非常具有远见的针对这一问题,提出了k-epsilon模型的壁面函数法,大幅降低计算机使用资源,使得当时的湍流模拟成为可能。


此篇文章目前被引用11585次

(湍流神秘y+之旅 | CFD中的壁面函数如何处理? | 边界层网格)


2. A calculation procedure for heat, mass and momentum transfer in three-dimensional parabolic flows


Patankar S V, Spalding D B. A calculation procedure for heat, mass and momentum transfer in three-dimensional parabolic flows[J]. International journal of heat and mass transfer, 1972, 15(10): 1787-1806.

Abstract: A general, numerical, marching procedure is presented for the calculation of the transport processes in three-dimensional flows characterised by the presence of one coordinate in which physical influences are exerted in only one direction. Such flows give rise to parabolic differential equations and so can be called three-dimensional parabolic flows. The procedure can be regarded as a boundary-layer method, provided it is recognised that, unlike earlier published methods with this name, it takes full account of the cross-stream diffusion of momentum, etc., and of the pressure variation in the cross-stream plane. The pressure field is determined by: first calculating an intermediate velocity field based on an estimated pressure field; and then obtaining appropriate correction so as to satisfy the continuity equation. To illustrate the procedure, calculations are presented for the developing laminar flow and heat transfer in a square duct with a laterally-moving wall.

相信所有的CFDer,不论来自学术单位还是工程公司、科学家或工程师、硕士或博士,必然都听过SIMPLE算法。在SIMPLE算法之前,求解普适性NS方程的算法大多带有各种非常严格的限制。1972年S.V. Patankar and D.B. Spalding首创Semi-Implicit Method for Pressure Linked Equations(SIMPLE)算法,提出错位网格的概念,使用有限差分方法求解动量传递、热量传递和质量传递问题,此英文论文随后被相继翻译为法语、德语和俄语。在今天,几乎所有的CFD求解器代码上,都存在着SIMPLE算法的身影。


此篇巨著目前被引用5565次


3. High-Re solutions for incompressible flow using the Navier-Stokes equations and a multigrid method


Ghia U, Ghia K N, Shin C T. High-Re solutions for incompressible flow using the Navier-Stokes equations and a multigrid method[J]. Journal of computational physics, 1982, 48(3): 387-411.

Abstract: The vorticity-stream function formulation of the two-dimensional incompressible Navier-Stokes equations is used to study the effectiveness of the coupled strongly implicit multigrid (CSI-MG) method in the determination of high-Re fine-mesh flow solutions. The driven flow in a square cavity is used as the model problem. Solutions are obtained for configurations with Reynolds number as high as 10,000 and meshes consisting of as many as 257 × 257 points. For Re = 1000, the (129 × 129) grid solution required 1.5 minutes of CPU time on the AMDAHL 470 V/6 computer. Because of the appearance of one or more secondary vortices in the flow field, uniform mesh refinement was preferred to the use of one-dimensional grid-clustering coordinate transformations.

20世纪70年代是计算流体力学崭露头角,百花齐放的年代。上文中的壁面函数简化了湍流计算,SIMPLE算法使NS方程求解成为可能,那么Ghia et al. 1982年的这篇有关多重网格的文章则使得CFD的全部计算过程在大型计算机上得以求解。在此之前,人们不得不忍受很慢的迭代收敛速率,并且收敛速率和网格数量高度相关。收敛速率独立于网格数量的多重网格法可谓一种CFD黑科技,其并不是Ghia et al. 发明,但是Ghia et al. 的这篇文章大力的推动了多重网格法在CFD中的应用。


此篇巨著目前被引用3651次

(CFD逆天黑科技:“多重网格法” | 什么是CFD中的"矩阵预条件"!)


4. Solution of the implicitly discretised fluid flow equations by operator-splitting


Issa R I. Solution of the implicitly discretised fluid flow equations by operator-splitting[J]. Journal of computational physics, 1986, 62(1): 40-65.

Abstract: A non-iterative method for handling the coupling of the implicitly discretised time-dependent fluid flow equations is described. The method is based on the use of pressure and velocity as dependent variables and is hence applicable to both the compressible and incompressible versions of the transport equations. The main feature of the technique is the splitting of the solution process into a series of steps whereby operations on pressure are decoupled from those on velocity at each step, with the split sets of equations being amenable to solution by standard techniques. At each time-step, the procedure yields solutions which approximate the exact solution of the difference equations. The accuracy of this splitting procedure is assessed for a linearised form of the discretised equations, and the analysis indicates that the solution yielded by it differs from the exact solution of the difference equations by terms proportional to the powers of the time-step size. By virtue of this, it is possible to dispense with iteration, thus resulting in an efficient implicit scheme while retaining simplicity of implementation relative to contemporary block simultaneous methods. This is verified in a companion paper which presents results of computations carried out using the method.

在1972年SIMPLE算法被提出之后,Issa在此篇文章中提出了著名的PISO算法。SIMPLE算法本身为一种迭代求解的CFD算法,在用于CFD瞬态计算的情况下较为耗费资源。Issa在此篇文章中提出了非迭代的PISO算法,随后PISO算法大肆被用于各种CFD代码中。目前SIMPLE算法主要用于稳态CFD计算,PISO算法主要用于瞬态CFD计算。


此篇文章目前被引用2998次


5. Numerical study of the turbulent flow past an airfoil with trailing edge separation


Rhie C M, Chow W L. Numerical study of the turbulent flow past an airfoil with trailing edge separation[J]. AIAA journal, 1983, 21(11): 1525-1532.

Abstract: A finite volume numerical method is presented for the solution of the two-dimensional incompressible, steady Navier-Stokes equations in general curvilinear coordinates. This method is appied to the turbulent flows over airfoils with and without trailing edge separation. The k-e model is utilized to describe the turbulent flow process. Body-fitted coordinates are generated for the computation. Instead of the staggered grid, an ordinary grid system is employed for the computation and a specific scheme is developed to suppress the pressure oscillations. The results of calculations are compared with the available experimental data.

由于CFD偏微分方程的特殊性,存在了著名的压力-速度解耦的问题。若处理不好,可能会出现棋格子压力分布。在Rhie and Chow此篇文章之前,通常在有限体积法中采用错位网格的概念来防止棋格子压力分布,然而错位网格编程复杂且对比较混乱的网格适应性较差。Rhie and Chow在此篇文章中,提出一种新的非常简单的速度插值方法即可有效的处理棋格子压力分布。相对于错位网格法,Rhie and Chow提出的速度差值方法得益于其易用性目前已经被大量的用于CFD代码中。


此篇文章目前被引用4344次

(CFD中的“参考压力” | CFD算法中的压力方程 | 压力|密度基求解器)


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