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The Lax–Wendroff theorem for Patankar-type methods applied to hyperbolic conservation laws 帕坦卡型方法的Lax-Wendroff定理在双曲守恒律中的应用
IF 3 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-10-25 DOI: 10.1016/j.compfluid.2025.106885
Janina Bender , Thomas Izgin , Philipp Öffner , Davide Torlo
For hyperbolic conservation laws, the famous Lax–Wendroff theorem delivers sufficient conditions for the limit of a convergent numerical method to be a weak (entropy) solution. This theorem is a fundamental result, and many investigations have been done to verify its validity for finite difference, finite volume, and finite element schemes, using either explicit or implicit linear time-integration methods.
Recently, the use of modified Patankar (MP) schemes as time-integration methods for the discretization of hyperbolic conservation laws has gained increasing interest. These schemes are unconditionally conservative and positivity-preserving and only require the solution of a linear system. However, MP schemes are by construction nonlinear, which is why the theoretical investigation of these schemes is more involved. We prove an extension of the Lax–Wendroff theorem for the class of MP methods. This is the first extension of the Lax–Wendroff theorem to nonlinear time integration methods with just an additional hypothesis on the total time variation boundedness of the numerical solutions. We provide some numerical simulations that validate the theoretical observations.
对于双曲守恒定律,著名的Lax-Wendroff定理给出了收敛数值方法极限为弱(熵)解的充分条件。这个定理是一个基本结果,许多研究已经完成,以验证其有效性有限差分,有限体积,和有限元方案,使用显式或隐式线性时间积分方法。近年来,利用改进的Patankar (MP)格式作为双曲守恒律离散化的时间积分方法得到了越来越多的关注。这些格式是无条件保守的、保正的,并且只要求线性系统的解。然而,mps格式在结构上是非线性的,这就是为什么这些格式的理论研究更加复杂的原因。我们证明了一类MP方法的Lax-Wendroff定理的推广。这是第一次将Lax-Wendroff定理推广到非线性时间积分方法中,只增加了一个关于数值解的总时变有界性的假设。我们提供了一些数值模拟来验证理论观测。
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引用次数: 0
Fast integration method for averaging polydisperse bubble population dynamics 多分散气泡种群动态平均的快速积分方法
IF 3 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-10-24 DOI: 10.1016/j.compfluid.2025.106877
Spencer H. Bryngelson
Ensemble-averaged polydisperse bubbly flow models require statistical moments of the evolving bubble size distribution. Under step forcing, these moments reach statistical equilibrium in finite time. However, the transitional phase before equilibrium and cases with time-dependent forcing are required to predict flow in engineering applications. Computing these moments is expensive because the integrands are highly oscillatory, even when the bubble dynamics are linear. Ensemble-averaged models compute these moments at each grid point and time step, making cost reduction important for large-scale bubbly flow simulations. Traditional methods evaluate the integrals via traditional quadrature rules. This approach requires a large number of quadrature nodes in the equilibrium bubble size, each equipped with its own advection partial differential equation (PDE), resulting in significant computational expense. We formulate a Levin collocation method to reduce this cost. Given the differential equation associated with the integrand, or moment, the method approximates it by evaluating its derivative via polynomial collocation. The differential matrix and amplitude function are well-suited to numerical differentiation via collocation, and so the computation is comparatively cheap. For an example excited polydisperse bubble population, the first moment is computed with the presented method at 103 relative error with 100 times fewer quadrature nodes than the trapezoidal rule. The gap increases for smaller target relative errors: the Levin method requires 104 times fewer points for a relative error of 108. The formulated method maintains constant cost as the integrands become more oscillatory with time, making it particularly attractive for long-time simulations. Mechanistically, the transient behavior of the moments is set by two effects: resonance detuning across bubble sizes, which causes phase mixing of oscillations, and viscous damping, which removes radial kinetic energy. The proposed formulation isolates the oscillations while keeping the remaining terms smooth, so accuracy does not deteriorate at late times.
集合平均多分散气泡流模型需要气泡尺寸分布演化的统计矩。在阶跃强迫下,这些力矩在有限时间内达到统计平衡。然而,在工程应用中,需要平衡前的过渡阶段和具有时间依赖力的情况来预测流动。计算这些矩是昂贵的,因为积分是高度振荡的,即使当气泡动力学是线性的。集合平均模型在每个网格点和时间步计算这些矩,这对于大规模气泡流模拟来说降低成本很重要。传统的方法是通过传统的求积分规则来求积分。这种方法需要大量的平衡气泡大小的正交节点,每个节点都有自己的平流偏微分方程(PDE),导致大量的计算费用。为了降低这一成本,我们提出了Levin配置法。给定与被积函数或矩相关的微分方程,该方法通过多项式搭配评估其导数来逼近它。微分矩阵和振幅函数都适合于配点法的数值微分,因此计算量相对较少。对于一个受激多分散气泡群的例子,用该方法计算了第一矩,相对误差为10−3,其正交节点比梯形规则少100倍。目标相对误差越小,差距越大:Levin方法在相对误差为10−8时需要的点数减少104倍。当被积函数随着时间的推移变得更加振荡时,该方法保持恒定的代价,使其对长时间模拟特别有吸引力。从力学上讲,力矩的瞬态行为是由两种效应决定的:共振失谐,这导致了振荡的相位混合;粘滞阻尼,这消除了径向动能。提出的公式隔离振荡,同时保持其余项平滑,因此精度不会在后期恶化。
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引用次数: 0
Aircraft wake vortex encounters with residential structures 飞机尾流涡与住宅结构的碰撞
IF 3 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-10-24 DOI: 10.1016/j.compfluid.2025.106883
S. Bennie , M. Fossati
Presented in the following work is a comprehensive analysis of wake vortex encounters with residential structures. From the results of high fidelity LES simulations, the dynamics and underlying flow structures which govern these potentially damaging encounters have been identified. Through evaluation of the pressure loads transmitted to the roof surface, the potential for damage to occur to a residential structure as a result of wake vortex exposure has been evaluated for a variety of cases. Regarding the building’s design, structures possessing larger pitch angles and thus steeper roofs have been found to sustain the largest peak loads for their encounter with an identical wake vortex system as compared to their flatter roofed counterparts. Similarly, upon assessing the effect of the environmental conditions it was observed that for increasingly turbulent atmospheres, the wake vortex encounter would occur sooner and with a reduced intensity compared to more neutral conditions. These behaviours have been attributed to the effects of secondary flow structures formed from the shedding of vorticity from the building surface or from wake vortex interactions with the eddies that comprise the atmospheric environment. These secondary flow structures energise wake vortex instability mechanisms thus leading to the variations in pressure loads sustained by the roof. With respect to the impact orientation, we note that there exists a minimal difference on the pressure loads generated during a wake vortex encounter for small angular offsets up to 20.
在接下来的工作中,将对尾流与住宅结构的接触进行全面的分析。根据高保真LES模拟的结果,已经确定了控制这些潜在破坏性碰撞的动力学和潜在流动结构。通过对传递到屋顶表面的压力载荷的评估,对各种情况下尾流暴露对住宅结构造成的潜在损害进行了评估。关于建筑的设计,与平顶结构相比,具有更大俯仰角和更陡屋顶的结构在遇到相同的尾流涡系统时能够承受最大的峰值载荷。同样,在评估环境条件的影响时,我们观察到,在日益湍流的大气中,尾流涡旋遭遇会比更中性的条件发生得更快,强度也会降低。这些行为归因于二次流结构的影响,这些二次流结构是由建筑物表面涡度的脱落或尾流涡与构成大气环境的涡流相互作用形成的。这些二次流结构激发了尾流涡不稳定机制,从而导致了顶板承受压力载荷的变化。关于撞击方向,我们注意到,在20°以下的小角偏移中,尾流遭遇时产生的压力载荷差异很小。
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引用次数: 0
Solving high Reynolds number flows on Cartesian cut-cell meshes using an ODE wall function with momentum balance 利用具有动量平衡的ODE壁函数求解笛卡尔切割网格上的高雷诺数流
IF 3 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-10-22 DOI: 10.1016/j.compfluid.2025.106882
Alex Kleb, Krzysztof J. Fidkowski, Joaquim R.R.A. Martins
Computational fluid dynamics is essential for designing aircraft, turbines, and other engineering systems. However, generating suitable computational meshes for complex geometries remains the primary bottleneck in analysis workflows, often requiring days of manual effort. Traditional boundary-conforming meshes excel at capturing near-wall physics in viscous flows but demand specialized expertise and extensive preprocessing time. Cartesian cut-cell methods provide automatic mesh generation for complex geometries in minutes, yet they struggle with high Reynolds number viscous flows where boundary layers exhibit rapid velocity changes that require prohibitively fine resolution for isotropic elements. The fundamental challenge is accurately modeling boundary layer physics on automatically generated meshes without sacrificing the computational efficiency that makes such methods attractive. In this work, we show that an ordinary differential equation (ODE) wall function incorporating pressure-momentum balance enables accurate high Reynolds number viscous flow predictions on coarse Cartesian cut-cell meshes. Our approach solves a one-dimensional boundary value problem at each wall boundary face that accounts for the transition from the viscous dominated near-wall region to the inviscid wake region, allowing forcing points to operate effectively at y+>600. Unlike traditional wall functions, the ODE is not limited to the logarithmic layer and maintains accuracy in strong pressure gradient environments typical of aerodynamic applications. The ODE can achieve correct skin friction predictions on meshes more than four times coarser than analytical wall functions require. The ODE wall functions are solved with a robust Newton–Krylov implementation that utilizes adaptive mesh refinement. It converges reliably across diverse flow conditions while solving hundreds of degrees of freedom in fewer than ten linear iterations. These results demonstrate that automatic high-fidelity viscous flow analysis is achievable without manual mesh generation expertise.
计算流体动力学对于设计飞机、涡轮机和其他工程系统至关重要。然而,为复杂几何图形生成合适的计算网格仍然是分析工作流程中的主要瓶颈,通常需要数天的手工工作。传统的符合边界的网格擅长于捕获粘性流动中的近壁物理,但需要专门的技术和大量的预处理时间。笛卡尔切割单元方法可以在几分钟内自动生成复杂几何形状的网格,但它们难以处理高雷诺数粘性流动,其中边界层表现出快速的速度变化,这需要对各向同性元素进行极高的分辨率。最基本的挑战是在不牺牲计算效率的情况下,在自动生成的网格上准确地建模边界层物理,这使得这些方法具有吸引力。在这项工作中,我们证明了包含压力-动量平衡的常微分方程(ODE)壁函数可以在粗笛卡尔切割网格上精确地预测高雷诺数粘性流动。我们的方法解决了每个壁面边界面上的一维边值问题,该问题解释了从粘性占主导地位的近壁面区域到无粘性尾迹区域的过渡,允许强迫点在y+>;600有效地运行。与传统的壁面函数不同,ODE不局限于对数层,在气动应用的典型强压力梯度环境中也能保持精度。ODE可以在比解析壁函数所需的网格粗四倍以上的网格上实现正确的皮肤摩擦预测。ODE壁函数用鲁棒Newton-Krylov实现求解,该实现利用自适应网格细化。它可以可靠地收敛在不同的流动条件下,同时在不到10次的线性迭代中求解数百个自由度。这些结果表明,无需手动网格生成专业知识,就可以实现自动高保真粘性流动分析。
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引用次数: 0
Extension of a spectral difference method for the diffused-interface five-equation model 扩散界面五方程模型的谱差法推广
IF 3 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-10-20 DOI: 10.1016/j.compfluid.2025.106880
Niccolò Tonicello , Guido Lodato , Matthias Ihme
The present work focuses on the extension of the Spectral Difference (SD) scheme to the five-equation Baer-Nunziato model for the simulation of immiscible compressible fluids. This five-equation model is augmented with the Allen-Cahn regularisation to avoid both over-diffusion and over-thinning of the phase field representing the interface. In order to preserve contact discontinuities, in the reconstruction step of the SD scheme, a change of variables from conservative to primitive is used. This approach is shown to be beneficial in avoiding pressure oscillations at material interfaces. An extensive series of numerical tests, considering both two- and three-dimensional problems, are performed to assess accuracy and robustness of the present method. Specifically, both laminar and turbulent flows, as well as low-Mach and highly compressible flows, are considered, including cases with and without surface tension. The proposed change of variables is shown to improve the stability of the scheme, significantly reducing pressure oscillations at the material interfaces. This improved robustness enables the method to achieve accurate and stable solutions across a broad range of flow conditions.
本文将谱差(SD)格式推广到五方程Baer-Nunziato模型中,用于非混相可压缩流体的模拟。该五方程模型用Allen-Cahn正则化进行了扩充,以避免代表界面的相场的过度扩散和过度稀释。为了保持接触不连续,在SD格式的重建步骤中,使用了从保守到原始的变量变化。这种方法被证明有利于避免材料界面的压力振荡。考虑到二维和三维问题,进行了一系列广泛的数值试验,以评估本方法的准确性和鲁棒性。具体来说,层流和湍流,以及低马赫和高可压缩流,包括有和没有表面张力的情况,都被考虑在内。结果表明,所提出的变量变化提高了方案的稳定性,显著减少了材料界面处的压力振荡。这种增强的鲁棒性使该方法能够在广泛的流动条件下获得准确和稳定的解决方案。
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引用次数: 0
A highly scalable parallel simulation of blood flow with fluid-structure interaction in patient-specific aortic dissection 一个高度可扩展的并行模拟血流与流体结构相互作用在患者特异性主动脉夹层
IF 3 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-10-18 DOI: 10.1016/j.compfluid.2025.106879
Jiali Tu , Haijian Yang , Shanlin Qin , Weifeng Guo , Rongliang Chen
Aortic dissection is a serious clinical condition characterized by a tear in the intima of the aortic wall. To better understand and treat this complex condition, researchers increasingly use hemodynamic simulations based on fluid-structure interaction (FSI). However, time-dependent three-dimensional FSI simulations in aortic dissection are complex and often inefficient in terms of computational time and memory. In this paper, we present a highly scalable parallel numerical method to simulate the blood flow in a full-sized aorta with dissection. The blood flow is modeled using the unsteady incompressible Navier-Stokes equations in an arbitrary Lagrangian-Eulerian framework, and the aortic wall is modeled as linear elastic material in a Lagrangian description. The entire system is discretized monolithically by a stabilized finite element method in space and a fully implicit scheme in time, and the resulting algebraic system is then solved using the Newton-Krylov-Schwarz method. Hemodynamic parameters within the aortic dissection are examined, revealing differences from simulations that rely solely on computational fluid dynamics. Scalability tests on a supercomputer demonstrate a parallel efficiency of 44.1 % with up to 2304 processor cores, reducing the simulation time for an entire cardiac cycle to 0.36 h.
主动脉夹层是一种严重的临床疾病,其特征是主动脉壁内膜撕裂。为了更好地理解和治疗这种复杂的疾病,研究人员越来越多地使用基于流固相互作用(FSI)的血流动力学模拟。然而,与时间相关的主动脉夹层三维FSI模拟是复杂的,并且在计算时间和内存方面往往效率低下。在本文中,我们提出了一种高度可扩展的并行数值方法来模拟全尺寸主动脉的血流。在任意拉格朗日-欧拉框架下,采用非定常不可压缩的Navier-Stokes方程对血流进行建模,将主动脉壁建模为拉格朗日框架下的线性弹性材料。在空间上采用稳定有限元法,在时间上采用全隐式格式对整个系统进行整体离散,并利用Newton-Krylov-Schwarz方法对得到的代数系统进行求解。研究了主动脉夹层内的血流动力学参数,揭示了与仅依赖计算流体动力学的模拟的差异。在超级计算机上的可扩展性测试表明,在多达2304个处理器核的情况下,并行效率达到44.1%,将整个心脏周期的模拟时间缩短至0.36小时。
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引用次数: 0
Variants for the WENO-DK reconstruction of even orders in the framework of ADER methods for very high orders of accuracy 在ADER方法框架下WENO-DK偶阶重建的变体,具有非常高的阶精度
IF 3 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-10-17 DOI: 10.1016/j.compfluid.2025.106869
Gino I. Montecinos , Eleuterio F. Toro
The WENO-DK reconstruction [M. Dumbser and M. Käser, JCOMP. 221:693-723, (2007)] is a type of WENO procedure in which, for the one-dimensional case only the leftmost, centered and rightmost stencils are involved. For even orders the central stencil contains more elements than degrees of freedom and an overdetermined system is solved by means of a least-squares approach. Here, it is numerically investigated the impact of choosing the smallest and largest central stencil around the cell of interests and proposed two variants to obtain the central polynomial where the solution of overdetermined systems is not needed. Implementations of the proposed approaches in the framework of fully discrete ADER schemes for the linear advection equation and the Euler equations of gas dynamics are reported. Comparisons with conventional WENO and conventional WENO-DK confirm that the proposed variants of WENO-DK are a suitable compromise between simplicity and accuracy in the context of ADER schemes, implemented up to the tenth order of accuracy in space and time.
WENO-DK重建[M]。Dumbser和M. Käser, JCOMP。221:693-723,(2007)]是一种WENO过程,在一维情况下,只涉及最左边、最中间和最右边的模板。对于偶阶,中心模板包含的元素多于自由度,用最小二乘方法求解超定系统。本文从数值上研究了在感兴趣的单元周围选择最小和最大的中心模板的影响,并提出了两种不需要超定系统解的中心多项式的变体。本文报道了在线性平流方程和气体动力学欧拉方程的完全离散ADER格式框架下所提出的方法的实现。与传统WENO和传统WENO- dk的比较证实,WENO- dk的变体在ADER方案的背景下是简单性和准确性之间的适当折衷,在空间和时间上实现了10阶的精度。
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引用次数: 0
Godunov scheme for numerical solution of incompressible Navier-Stokes equations 不可压缩Navier-Stokes方程数值解的Godunov格式
IF 3 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-10-17 DOI: 10.1016/j.compfluid.2025.106881
A.R. Kocharina , D.V. Chirkov
The incompressible Navier-Stokes equations are solved using the finite-volume artificial compressibility method. A Godunov-type scheme with an exact Riemann solver is developed for the evaluation of inviscid fluxes across cell faces. To this end, the exact solution of the one-dimensional Riemann problem for the artificial compressibility equations is obtained using the method of (u,p)-diagrams. The uniqueness of the solution is rigorously proven. The method is then extended to the multidimensional case. Two approaches for evaluation of the tangential velocity component are examined and discussed. A high-order variant of the Godunov scheme based on third-order MUSCL interpolation is proposed. At that, non-uniformity of the grid is taken into account. An implicit formulation of the scheme is developed, and the linearization process is described in detail. The proposed scheme is compared with the well-established Roe scheme through a series of steady-state two-dimensional benchmark problems, including inviscid and viscous flows around a circular cylinder and the 2D lid-driven cavity flow. The performance of the schemes on non-orthogonal grids is also investigated. Finally, both Roe and Godunov schemes are applied to the simulation of a three-dimensional turbulent flow in a hydraulic turbine flow passage. The results show that while both schemes exhibit comparable accuracy and convergence, the Godunov scheme offers advantages for inviscid simulations on highly non-orthogonal grids.
采用有限体积人工可压缩性方法求解不可压缩的Navier-Stokes方程。提出了一种具有精确黎曼解算器的godunov型格式,用于计算细胞表面的无粘通量。为此,利用(u,p)图的方法,得到了人工可压缩性方程一维Riemann问题的精确解。该解的唯一性得到了严格证明。然后将该方法扩展到多维情况。研究和讨论了两种计算切向速度分量的方法。提出了一种基于三阶MUSCL插值的高阶Godunov格式。同时考虑了网格的非均匀性。提出了该方案的隐式表达式,并详细描述了线性化过程。通过一系列稳态二维基准问题,包括圆柱周围的无粘流和粘性流以及二维盖驱动腔流,将所提方案与已建立的Roe方案进行了比较。本文还研究了这些方案在非正交网格上的性能。最后,将Roe格式和Godunov格式应用于水轮机流道内三维湍流的模拟。结果表明,虽然两种格式都具有相当的精度和收敛性,但Godunov格式在高度非正交网格上的无粘模拟中具有优势。
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引用次数: 0
Statistical model of turbulent flow of shear-thinning viscoplastic fluid with solid particles 含固体颗粒剪切减薄粘塑性流体湍流的统计模型
IF 3 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-10-16 DOI: 10.1016/j.compfluid.2025.106878
A.A. Gavrilov , A.V. Shebelev , A.V. Minakov
The paper presents the results of testing of a Eulerian model of two-phase turbulent non-Newtonian flow with coarse particles, proposed by the authors. The model includes equations for two-phase flow with rheological correlations and an equation for particle concentration transfer taking into account interfacial slip. The turbulence model takes into account the modulation of turbulence by particles. The proposed model has been validated on the problems of steady turbulent flow of shear thinning viscoplastic fluid with heavy particles in a horizontal pipe. The impact of Reynolds number and rheological parameters on the reliability of numerical simulations was examined. A comparison of experimental data with DNS-DEM simulation data has demonstrated that the proposed model is capable of accurately predicting the distribution of particle concentration, particle velocity, as well as carrier flow and pressure drop in the channel.
本文介绍了作者提出的含粗颗粒的两相非牛顿湍流欧拉模型的试验结果。该模型包括考虑流变关系的两相流方程和考虑界面滑移的颗粒浓度传递方程。湍流模型考虑了粒子对湍流的调制作用。对含重颗粒的剪切稀化粘塑性流体在水平管内的定常湍流问题进行了验证。研究了雷诺数和流变参数对数值模拟可靠性的影响。实验数据与DNS-DEM模拟数据的对比表明,该模型能够较准确地预测河道中颗粒浓度、颗粒速度、载流子流量和压降分布。
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引用次数: 0
Comparison of entropy stable collocation high-order DG methods for compressible turbulent flows 可压缩湍流的熵稳定配置高阶DG方法比较
IF 3 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-10-16 DOI: 10.1016/j.compfluid.2025.106874
Anna Schwarz , Daniel Kempf , Jens Keim , Patrick Kopper , Christian Rohde , Andrea Beck
High-order methods are well-suited for the numerical simulation of complex compressible turbulent flows, but require additional stabilization techniques to capture instabilities arising from the underlying non-linear hyperbolic equations. This paper provides a detailed comparison of the effectiveness of entropy stable discontinuous Galerkin methods for the stabilization of compressible (wall-bounded) turbulent flows. For this investigation, an entropy stable discontinuous Galerkin spectral element method is applied on Gauss–Legendre and Gauss–Lobatto nodes. In the compressible regime, an additional stabilization technique for shock capturing based on a convex blending of a low-order finite volume with the high-order discontinuous Galerkin operator is utilized. The present investigation provides a systematic study from convergence tests, to the Taylor–Green vortex and finally to a more intricate turbulent wall-bounded 3D diffuser flow, encompassing both weakly compressible and compressible regimes. The comparison demonstrates that the DGSEM on Gauss–Lobatto nodes is generally less accurate for an equal amount of degrees of freedom. Conversely, it is faster than the DGSEM on Gauss–Legendre nodes due to a less severe time step restriction and simpler numerical operator. A performance comparison reveals that the DGSEM on Gauss–Lobatto nodes generally outperforms the DGSEM on Gauss nodes for under-resolved turbulence in the subsonic regime on a periodic domain. Conversely, the opposite effect can be observed for wall-bounded flows as well as the supersonic regime, the latter depending of course on the chosen shock-capturing scheme. To the author’s knowledge, this is the first time for which a comparison of entropy stable DGSEM on Gauss–Lobatto and Gauss–Legendre has been performed for compressible, wall-bounded turbulent flows with separation.
高阶方法非常适合于复杂的可压缩湍流的数值模拟,但需要额外的稳定技术来捕捉由潜在的非线性双曲方程引起的不稳定性。本文详细比较了熵稳定不连续伽辽金方法在可压缩(有壁)湍流稳定中的有效性。在高斯-勒让德节点和高斯-洛巴托节点上应用熵稳定的不连续伽辽金谱元方法。在可压缩状态下,采用了基于低阶有限体积与高阶不连续伽辽金算子的凸混合的附加稳定技术来捕获激波。本研究提供了一个系统的研究,从收敛测试,到泰勒-格林涡,最后到一个更复杂的湍流壁界三维扩散流,包括弱可压缩和可压缩两种状态。比较表明,在相同的自由度下,高斯-洛巴托节点上的DGSEM通常精度较低。相反,由于时间步长限制较轻和数值运算符较简单,它比高斯-勒让德节点上的DGSEM更快。性能比较表明,在周期域上,对于亚音速区域的欠分辨湍流,高斯- lobatto节点上的DGSEM通常优于高斯节点上的DGSEM。相反,在有壁流动和超音速状态下,可以观察到相反的效果,后者当然取决于所选择的激波捕获方案。据作者所知,这是第一次在高斯-洛巴托和高斯-勒让德的熵稳定DGSEM上对可压缩的、有壁界的分离湍流进行了比较。
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引用次数: 0
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