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CFD-FVM圈內高被引SCI論文,Oh My Mama!

2017-02-24  by:CAE仿真在線  來源:互聯網

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 ?, 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.

湍流在本質上是三維的、依時的。湍流模型目前已經完美到可謂個個都是藝術品。然而將湍流模型用于實際問題還存在著很大的挑戰。20世紀70年代,受限于計算機的存儲限制,湍流模型還遠遠不能直接用于模擬。在21世紀的今天,雖然計算機能力驚人的增加,然而湍流模型的計算依然受限與計算機。1974年,k-epsilon湍流之父Launder and Spalding就非常具有遠見的針對這一問題,提出了k-epsilon模型的壁面函數法,大幅降低計算機使用資源,使得當時的湍流模擬成為可能。


此篇文章目前被引用11585次

(湍流神秘y+之旅 | CFD中的壁面函數如何處理? | 邊界層網格)


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,不論來自學術單位還是工程公司、科學家或工程師、碩士或博士,必然都聽過SIMPLE算法。在SIMPLE算法之前,求解普適性NS方程的算法大多帶有各種非常嚴格的限制。1972年S.V. Patankar and D.B. Spalding首創Semi-Implicit Method for Pressure Linked Equations(SIMPLE)算法,提出錯位網格的概念,使用有限差分方法求解動量傳遞、熱量傳遞和質量傳遞問題,此英文論文隨后被相繼翻譯為法語、德語和俄語。在今天,幾乎所有的CFD求解器代碼上,都存在著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世紀70年代是計算流體力學嶄露頭角,百花齊放的年代。上文中的壁面函數簡化了湍流計算,SIMPLE算法使NS方程求解成為可能,那么Ghia et al. 1982年的這篇有關多重網格的文章則使得CFD的全部計算過程在大型計算機上得以求解。在此之前,人們不得不忍受很慢的迭代收斂速率,并且收斂速率和網格數量高度相關。收斂速率獨立于網格數量的多重網格法可謂一種CFD黑科技,其并不是Ghia et al. 發明,但是Ghia et al. 的這篇文章大力的推動了多重網格法在CFD中的應用。


此篇巨著目前被引用3651次

(CFD逆天黑科技:“多重網格法” | 什么是CFD中的"矩陣預條件"!)


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算法本身為一種迭代求解的CFD算法,在用于CFD瞬態計算的情況下較為耗費資源。Issa在此篇文章中提出了非迭代的PISO算法,隨后PISO算法大肆被用于各種CFD代碼中。目前SIMPLE算法主要用于穩態CFD計算,PISO算法主要用于瞬態CFD計算。


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,存在了著名的壓力-速度解耦的問題。若處理不好,可能會出現棋格子壓力分布。在Rhie and Chow此篇文章之前,通常在有限體積法中采用錯位網格的概念來防止棋格子壓力分布,然而錯位網格編程復雜且對比較混亂的網格適應性較差。Rhie and Chow在此篇文章中,提出一種新的非常簡單的速度插值方法即可有效的處理棋格子壓力分布。相對于錯位網格法,Rhie and Chow提出的速度差值方法得益于其易用性目前已經被大量的用于CFD代碼中。


此篇文章目前被引用4344次

(CFD中的“參考壓力” | CFD算法中的壓力方程 | 壓力|密度基求解器)


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