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Modeling rough walls from surface topography to double averaged Navier-Stokes computation 从表面形貌到双平均Navier-Stokes计算的粗糙壁建模
IF 1.9 4区 工程技术 Q1 Engineering Pub Date : 2023-02-01 DOI: 10.1080/14685248.2023.2173760
F. Chedevergne
The discrete element method was recently revisited using a double averaged Navier-Stokes formulation [Chedevergne F. A double-averaged navier-stokes turbulence model for wall flows over rough surfaces with heat transfer. J Turbul. 2021 Sep;22(11):713–734. doi:10.1080/14685248.2021.1973014] and a new closure relation for the drag coefficient [Chedevergne F, Forooghi P. On the importance of the drag coefficient modelling in the double averaged navier-stokes equations for prediction of the roughness effects. J Turbul. 2020 Aug;21(8):463–482. doi:10.1080/14685248.2020.1817465]. The developed model lies on the notion of representative elementary roughness whose characterisation needs to be generalised to provide a rigorous definition for randomly distributed rough configurations. From 3D scans of rough surfaces and simple image processing, a procedure was proposed to compute the blockage factor and the elementary diameter, the two main parameters of the representative elementary roughness. The procedure was successfully applied to two experimental configurations [Squire D, Morrill-Winter C, Hutchins N, et al. Comparison of turbulent boundary layers over smooth and rough surfaces up to high reynolds numbers. J Fluid Mech. 2016;795:210–240; Croner E, Léon O, Chedevergne F. Industrial use of equivalent sand grain height models for roughness modelling in turbomachinery. In: 55th 3AF International Conference on Applied Conference; Poitiers, France; Apr 2021. https://hal.archives-ouvertes.fr/hal-03228846]. Computed velocity profiles match experimental ones when the Reynolds number is varied, showing at the same time the relevance of the procedure and the validity of the double averaged Navier-Stokes model across the different rough regimes.
最近,使用双平均Navier-Stokes公式[Chedevergne F.重新审视了离散元方法。粗糙表面上带传热的壁流的双平均Navier Stokes湍流模型。涡轮机杂志。2021年9月;22(11):713–734。doi:10.1080/14685248..2021.1973014]和阻力系数的一种新的闭合关系[Chedevergne F,Forooghi P.关于双平均navier-stokes方程中阻力系数建模对粗糙度影响预测的重要性。Turbul.2020 Aug;21(8):463–482。doi:10.1080/14685248..2020.1817465]。所开发的模型基于代表性基本粗糙度的概念,需要对其特征进行概括,以提供随机分布粗糙配置的严格定义。通过对粗糙表面的三维扫描和简单的图像处理,提出了一种计算阻塞因子和基本直径的程序,这是代表基本粗糙度的两个主要参数。该程序已成功应用于两种实验配置[Squire D,Morrill Winter C,Hutchins N等人。高雷诺数光滑和粗糙表面上湍流边界层的比较。流体力学杂志。2016;795:210–240;Croner E,Léon O,Chedevergne F。涡轮机械中粗糙度建模的等效沙粒高度模型的工业应用。在:第55届3AF国际应用会议;普瓦捷,法国;2021年4月。https://hal.archives-ouvertes.fr/hal-03228846]。当雷诺数变化时,计算的速度剖面与实验结果相匹配,同时显示了该程序的相关性和双平均Navier-Stokes模型在不同粗糙状态下的有效性。
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引用次数: 1
Effect of high skewness and kurtosis on turbulent channel flow over irregular rough walls 高偏度和峰度对不规则粗糙壁面上湍流通道流动的影响
IF 1.9 4区 工程技术 Q1 Engineering Pub Date : 2023-02-01 DOI: 10.1080/14685248.2023.2173761
A. Busse, T. Jelly
The skewness of the roughness height distribution is one of the key topographical parameters that govern roughness effects on wall-bounded turbulence. In this paper mathematical bounds for realisable values of skewness and kurtosis are discussed in the context of irregular multi-scale rough surfaces, which are representative of typical forms of engineering roughness. The properties of a set of irregular rough surfaces fully covered by roughness features with very high positive and negative skewness and high kurtosis are investigated using direct numerical simulations of turbulent channel flow at . While an increase of the roughness function is observed at moderate skewness values in line with empirical predictions and previous results for moderately skewed surfaces, the roughness function saturates at extreme values of skewness. Overall, the roughness effect is found to be more sensitive to skewness over the negative skewness range compared to the positive skewness range. Surface pressure statistics show that for surfaces with extreme skewness fully covered by roughness features extreme pits or peaks do not dominate the roughness effect and that surrounding roughness features (‘background’ roughness) retain a significant influence. This is because, while extreme roughness features emerge as skewness approaches high positive or negative values, they tend to be sparse decreasing their overall impact on the wall-bounded flow.
粗糙度高度分布的偏度是决定壁面湍流粗糙度效应的关键地形参数之一。本文讨论了具有典型工程粗糙度形式的不规则多尺度粗糙表面的偏度和峰度可实现值的数学界限。采用直接数值模拟的方法,研究了一组完全被高度正、负偏度和高峰度粗糙度特征覆盖的不规则粗糙表面的性质。虽然粗糙度函数在中等偏度值下观察到增加,与经验预测和先前中等偏度表面的结果一致,但粗糙度函数在极端偏度值处饱和。总的来说,与正偏度范围相比,在负偏度范围内,粗糙度效应对偏度更敏感。表面压力统计数据表明,对于完全被粗糙度特征覆盖的极端偏度表面,极端凹坑或峰值不会主导粗糙度效应,而周围的粗糙度特征(“背景”粗糙度)仍有显著影响。这是因为,当偏度接近高正值或负值时,极端粗糙度特征就会出现,它们往往是稀疏的,从而降低了它们对壁面流动的总体影响。
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引用次数: 3
Special Issue on the “Numerical Simulation of Rough-Wall Flows” “粗壁流动数值模拟”特刊
IF 1.9 4区 工程技术 Q1 Engineering Pub Date : 2023-02-01 DOI: 10.1080/14685248.2023.2192037
Dear Readers, This Special Issue features four articles on the numerical simulation and modelling of turbulent flows over rough-wall boundary layers. Roughness is a topic of crucial importance in many fields, ranging from hydroelectric-power generation, to naval hydrodynamics, to meteorology. Historically, experiments have been the principal tool that has shaped our understanding of the modifications of turbulence caused by roughness, and experimental data has been widely used to develop and validate the turbulence models used to close the Reynolds-Averaged Navier-Stokes (RANS) equations. Numerical simulations of rough-wall boundary-ayers that resolved the roughness were hampered by resolution requirements, set out in the review by Jiménez [Ann. Rev. Fluid Mech, vol 36, pp. 173–196 (2004)]. The increase in available computational power and the development of more advanced algorithms, however, have allowed direct and large-eddy simulations to begin having an impact. The data that can be provided by these techniques can answer questions that are difficult to address through experiments, which rarely have access to the region below the crest. This data, hopefully, can also lead to the development of more advanced turbulence models, through improved understanding of the interaction between the roughness sublayer and the outer flow. The issue is opened by a position paper by Paul Durbin, that addresses three matters that affect primarily the development of turbulence models, but also, to some extent, eddyresolving calculations. The paper discusses the limitations of models based on the doubleaveraging operation, compares drag models with boundary-condition modifications, and raises the troubling issue of the change in the value of the von Kármán constant caused by roughness. As mentioned above, one advantage of eddy-resolving simulations of rough-wall flows is the fact that the region below the roughness crest is accessible. This has allowed several researchers to study the effect of the form-induced velocity (the deviation of the timeaveraged velocity from the time and space-averaged – or Double-Averaged (DA) – one) and stresses on the turbulence. Mangavelli and Yuan investigate the role of these quantities on the statistics and on the turbulence structure. They consider channels in which an increase of the flow rate is followed by a steady period during which the flow rate remains constant. Their results highlight the role of the form-induced velocity gradients in generating pressure fluctuations that, in turn, affect the Reynolds-stress budgets. Busse and Jelly perform Direct Numerical Simulations of rough surfaces with very high values of skewness and kurtosis of the geometry. They find that the roughness function saturates for very high values of skewness, and that it is more sensitive to negative than
亲爱的读者,本期特刊收录了四篇关于粗糙壁边界层湍流数值模拟和建模的文章。粗糙度在许多领域都是至关重要的话题,从水力发电到海军流体力学,再到气象学。从历史上看,实验一直是我们理解粗糙度引起的湍流变化的主要工具,实验数据已被广泛用于开发和验证用于闭合雷诺平均纳维-斯托克斯(RANS)方程的湍流模型。解决粗糙度的粗糙壁边界层的数值模拟受到分辨率要求的阻碍,该要求在Jiménez的综述[Ann。Rev.Fluid Mech,第36卷,第173–196页(2004)]中提出。然而,可用计算能力的增加和更先进算法的发展,使得直接和大涡模拟开始产生影响。这些技术可以提供的数据可以回答难以通过实验解决的问题,因为实验很少能够访问波峰以下的区域。希望这些数据也能通过更好地理解粗糙亚层和外部流动之间的相互作用,开发出更先进的湍流模型。保罗·德宾(Paul Durbin)的一份立场文件揭示了这一问题,该文件解决了三个主要影响湍流模型发展的问题,但在某种程度上也影响了解算。本文讨论了基于双重平均运算的模型的局限性,将阻力模型与边界条件修改进行了比较,并提出了由粗糙度引起的von Kármán常数值变化这一令人不安的问题。如上所述,粗糙壁流的涡流解析模拟的一个优点是可以访问粗糙度波峰以下的区域。这使得几位研究人员能够研究形状诱导速度(时间平均速度与时间和空间平均值或双平均值(DA)的偏差)和应力对湍流的影响。Mangavelli和Yuan研究了这些量在统计学和湍流结构中的作用。他们考虑的通道中,流量增加后会有一段稳定的时间,在此期间流量保持不变。他们的结果强调了形状诱导的速度梯度在产生压力波动中的作用,而压力波动反过来又影响雷诺应力预算。Busse和Jelly对几何体具有非常高的偏度和峰度值的粗糙表面进行直接数值模拟。他们发现,粗糙度函数在非常高的偏斜度值下饱和,并且它对负比
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引用次数: 0
An improved method for coherent structure identification based on mutual K-nearest neighbors 一种改进的基于互K近邻的相干结构识别方法
IF 1.9 4区 工程技术 Q1 Engineering Pub Date : 2022-12-02 DOI: 10.1080/14685248.2022.2159421
Ze-Jun Wei, Jiazhong Zhang, Rui-chang Jia, Jingsheng Gao
ABSTRACT The clustering algorithm based on mutual K-nearest neighbors (MKNN) is presented to identify coherent structures in complicated fluid flows, in order to analyze the mass mixing and transport. First, both trajectory similarity and spatial proximity are used to describe and measure the coherence between particles. These two identification criteria are frame-invariant since they are derived from the relative distances of particles. Then, the concept of mutual K-nearest neighbors is introduced further, and particles with the same cluster label are identified as coherent structures after the initialization and merging process of clusters, while incoherent regions consist of incoherent particles, which cannot form a mutual K-nearest neighbors relationship with other particles. Finally, the MKNN-based clustering algorithm is applied to three examples, realizing the identification and tracking of coherent structures. The identification results show that the MKNN-based clustering algorithm is robust to parameter K, and a higher threshold λ of cluster quantity will be helpful to identify the finer structures in flows. Moreover, spatial proximity performs better in vortex identification, and trajectory similarity is more suitable for elongated structures (jets) identification. Importantly, the method presented analyzes the evolutions of vortices in detail, including the generation, stretching, and merging processes. In summary, the MKNN-based clustering algorithm takes particle trajectories as input data, analyzes the evolution of relative distances between particles quantitatively, and carries out clustering analysis on particles according to trajectory similarity and spatial proximity. The combination of the MKNN-based clustering algorithm and frame-invariant identification criteria shows great potential in coherent structure identification of complicated fluid flows.
提出了一种基于互k近邻(MKNN)的聚类算法,用于识别复杂流体流动中的相干结构,从而分析质量混合和输运过程。首先,利用轨迹相似度和空间接近度来描述和测量粒子间的相干性。这两个识别标准是帧不变的,因为它们是从粒子的相对距离推导出来的。然后,进一步引入相互k近邻的概念,具有相同簇标的粒子经过簇的初始化和合并过程后被识别为相干结构,而非相干区域由不相干粒子组成,它们不能与其他粒子形成相互k近邻关系。最后,将基于mknn的聚类算法应用于三个实例,实现了相干结构的识别与跟踪。识别结果表明,基于mknn的聚类算法对参数K具有较强的鲁棒性,较高的聚类数量阈值λ有助于识别流中较细的结构。空间接近度在涡流识别中表现较好,轨迹相似度在细长结构(射流)识别中表现较好。重要的是,该方法详细分析了涡旋的演化过程,包括涡旋的产生、拉伸和合并过程。综上所述,基于mknn的聚类算法以粒子轨迹作为输入数据,定量分析粒子间相对距离的演变,根据轨迹相似度和空间接近度对粒子进行聚类分析。将基于mknn的聚类算法与帧不变识别准则相结合,在复杂流体流动的相干结构识别中显示出巨大的潜力。
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引用次数: 2
DNS predictions of NOx production in developing turbulent mixing layers with non-premixed hydrogen–air combustion 发展湍流混合层与非预混氢空气燃烧过程中NOx生成的DNS预测
IF 1.9 4区 工程技术 Q1 Engineering Pub Date : 2022-12-02 DOI: 10.1080/14685248.2022.2156524
T. Ohta, Ryota Hirata, Yasuyuki Sakai
ABSTRACT Direct numerical simulations of three-dimensional compressible mixing layers with non-premixed hydrogen–air combustion were performed using a detailed chemical reaction mechanism with production. Flow fields with three types of initial disturbances were simulated to investigate the relationship between developing vortical structures and formation. The amounts of and produced in the simple shear layer were smaller than those in the two- and three-dimensional mixing layers with vortical structures. In the mixing layers, the formation and expansion of the combustion region by the roller vortices and the baroclinic torque had a significant impact on production, while the relatively low-temperature combustion region formed by the three-dimensional developed rib vortices in the blade regions between the roller vortices had a large effect on the production. It was found that a two-dimensional simulation can estimate the production, while the information on a three-dimensional mixing layer is necessary to predict the production.
摘要利用详细的生产化学反应机理,对具有非预混氢气-空气燃烧的三维可压缩混合层进行了直接数值模拟。模拟了具有三种初始扰动的流场,以研究发展中的旋涡结构与形成之间的关系。在简单剪切层中产生的和的量小于在具有旋涡结构的二维和三维混合层中产生和的量。在混合层中,辊涡和斜压扭矩对燃烧区的形成和扩展对产量有显著影响,而辊涡之间的叶片区域中三维展开的肋涡形成的相对低温的燃烧区对产量有很大影响。研究发现,二维模拟可以估计产量,而三维混合层的信息对于预测产量是必要的。
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引用次数: 0
High-enthalpy effects on turbulent coherent structures over a curved compression corner 弯曲压缩角上湍流相干结构的高焓效应
IF 1.9 4区 工程技术 Q1 Engineering Pub Date : 2022-12-02 DOI: 10.1080/14685248.2022.2155299
Dong Sun, Qilong Guo, Xianxu Yuan, Chen Li, Pengxin Liu
Direct numerical simulation (DNS) is performed to study high-enthalpy effects on a turbulent boundary layer (TBL) over a curved compression corner. The post-shock flow state behind a wedge flying at Mach 20 and at an altitude of 30 km are chosen for the present simulation. The post-shock temperature is 3400 K, which is high enough to trigger chemical non-equilibrium of the air. A low-enthalpy case is used for comparison. The influences on the instantaneous structures of the streamwise velocity, temperature, and oxygen atoms are examined. The results show that the flow structures are similar on an upstream flat plate in both cases, while on a ramp, streaks of streamwise velocity fluctuations in the high-enthalpy case experience stronger shrink compared with that in the low-enthalpy case. Furthermore, streaks of temperature break into smaller ones when dissociation reactions are introduced. Qualitative and quantitative comparisons are made with the low-enthalpy case; performed using two-point streamwise wall-normal correlation, space–time correlation, and by comparing the propagation velocities of the fluctuations. The results of these analyses validate the observations about the instantaneous fluctuations and show that the differences in the propagation velocity are affected by convection effects and chemical reactions, and that the dissociation reactions accelerate the propagation of temperature fluctuations.
采用直接数值模拟方法研究了弯曲压缩角上湍流边界层的高焓效应。本文选取20马赫飞行高度为30 km的楔形后激波流态进行仿真。冲击后的温度为3400k,这个温度高到足以引发空气的化学不平衡。我们用低焓的情况作比较。考察了对水流速度、温度和氧原子的瞬时结构的影响。结果表明,两种情况下,在上游平板上的流动结构相似,而在坡道上,高焓情况下沿流速度波动的条纹比低焓情况下收缩更强。此外,当引入解离反应时,温度条纹会分解成更小的条纹。与低焓情况作了定性和定量比较;使用两点流式壁法向相关,时空相关,并通过比较波动的传播速度进行。这些分析结果验证了瞬时波动的观测结果,表明传播速度的差异受对流效应和化学反应的影响,解离反应加速了温度波动的传播。
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引用次数: 0
The myth of URANS URANS的神话
IF 1.9 4区 工程技术 Q1 Engineering Pub Date : 2022-12-02 DOI: 10.1080/14685248.2023.2225140
Daniel Israel
ABSTRACT Since the 1990s, RANS practitioners have observed spontaneous unsteadiness in RANS simulations. Some have suggested deliberately using this as a method of resolving large turbulent structures. However, to date, no one has produced a theoretical justification for this unsteady RANS (URANS) approach. Here, we extend the dynamical system fixed point analysis to create a theoretical model for URANS dynamics. The results are compared to URANS simulations for homogeneous isotropic decaying turbulence. The model shows that URANS can predict incorrect decay rates and that the solution tends towards steady RANS over time. Similar analysis for forced turbulence shows a fixed modelled energy of about 30% of total energy, regardless of the model parameters. The same analysis can be used to show how hybrid type models can begin to address these issues.
摘要自20世纪90年代以来,RANS从业者在RANS模拟中观察到了自发的不稳定性。一些人建议有意将其用作解决大型湍流结构的方法。然而,到目前为止,还没有人为这种不稳定的RANS(URNS)方法提供理论依据。在这里,我们扩展了动力系统的不动点分析,建立了URNS动力学的理论模型。将结果与均匀各向同性衰减湍流的URNS模拟结果进行了比较。该模型表明,URNS可以预测不正确的衰变率,并且随着时间的推移,解趋向于稳定的RANS。对强迫湍流的类似分析显示,无论模型参数如何,固定的建模能量约为总能量的30%。同样的分析可以用来展示混合型模型如何开始解决这些问题。
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引用次数: 0
A systematic study of a droplet breakup process in decaying homogeneous isotropic turbulence using a mesoscopic simulation approach 用细观模拟方法系统研究衰减均匀各向同性湍流中液滴破碎过程
IF 1.9 4区 工程技术 Q1 Engineering Pub Date : 2022-11-20 DOI: 10.1080/14685248.2022.2146700
Jun Lai, Tao Chen, Shengqi Zhang, Zuoli Xiao, Shiyi Chen, Lianping Wang
ABSTRACT The breakup of a spherical droplet in a decaying homogeneous isotropic turbulence is studied by solving the Cahn–Hilliard–Navier–Stokes equations. This flow provides a great opportunity to study the interactions of turbulent kinetic energy and interfacial free energy and their effects on the breakup dynamics. Three distinct stages of droplet evolution, namely, the deformation stage, the breakup stage, and the restoration stage, are identified and then analysed systematically from several perspectives: a geometric perspective, a dynamic perspective, a global energetic perspective, and a multiscale energy transfer perspective. It is found that the ending time of the breakup stage can be estimated by the Hinze criterion. The kinetic energy of the two-phase flow during the breakup stage is found to have a power-law decay with an exponent , compared to for the single-phase flow, mainly due to the enhanced viscous dissipation generated by the daughter droplets. Energy spectra of the two-phase flow show power-law decay, with a slope between and , at high wave numbers, both in the Fourier spectral space and in the spherical harmonics space.
摘要通过求解Cahn–Hilliard–Navier–Stokes方程,研究了衰减均匀各向同性湍流中球形液滴的破裂。这种流动为研究湍流动能和界面自由能的相互作用及其对破碎动力学的影响提供了一个很好的机会。确定了液滴演化的三个不同阶段,即变形阶段、破碎阶段和恢复阶段,然后从几个角度进行了系统分析:几何角度、动力学角度、全局能量角度和多尺度能量转移角度。研究发现,分手阶段的结束时间可以用Hinze准则来估计。与单相流相比,两相流在破碎阶段的动能具有指数幂律衰减,这主要是由于子液滴产生的粘性耗散增强。两相流的能谱在傅立叶谱空间和球谐波空间中都显示出幂律衰减,在高波数下,斜率在和之间。
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引用次数: 0
Influence of turbulent structure on the heat transfer of Rayleigh–Bénard convection with triangular roughness element 湍流结构对带有三角形粗糙度单元的Rayleigh–Bénard对流换热的影响
IF 1.9 4区 工程技术 Q1 Engineering Pub Date : 2022-11-15 DOI: 10.1080/14685248.2022.2146125
Yuxian Xia, X. Qiu, Y. Qian
ABSTRACT There is a widely accepted conclusion that the wall roughness do not always enhance the heat transport of the turbulent thermal convection. In this paper, the heat transfer efficiency is statistically investigated from the perspective of turbulent structure. The effect of turbulent structure on the heat transfer of Rayleigh–Bénard convection with triangular rough element on the top and bottom plates is numerically simulated by a lattice Boltzmann method. We use a clustering method to identify complex turbulent structures associated with intense events. The reduction of the Nusselt number is obtained for small roughness height H/L, while the enhancement of heat transport appears for large H/L. For the large H/L case, the positive temperature structures occupying the negative heat transfer events reduce the efficiency of the heat transfer. On the contrary, the negative temperature turbulent structures boost the heat transfer. By analyzing the conditional average field, we found that the enhancement of the heat transfer for large H/L cases is due to that the negative temperature structures play a dominant role. For small H/L cases, the positive temperature structures inhibit the heat transfer. Furthermore, the more positive and negative temperature structures for large H/L cases are generated near the solid wall and the corner of the box. The physical explanation for the Nu enhancement is that the more secondary vortices are generated by the interaction of these turbulent structures and the rough wall, leading to more plumes ejected from the boundary layers to the bulk.
一个公认的结论是,壁面粗糙度并不总是能增强湍流热对流的热传输。本文从湍流结构的角度对传热效率进行了统计研究。采用格子Boltzmann方法数值模拟了湍流结构对带有三角形粗糙单元的Rayleigh–Bénard对流传热的影响。我们使用聚类方法来识别与强烈事件相关的复杂湍流结构。对于小的粗糙度高度H/L,Nusselt数减小,而对于大的H/L,热传输增强。对于大的H/L情况,占据负传热事件的正温度结构降低了传热效率。相反,负温度湍流结构促进了热传递。通过对条件平均场的分析,我们发现大H/L情况下传热的增强是由于负温度结构起主导作用。对于小的H/L情况,正温度结构抑制了热传递。此外,对于大的H/L情况,在实心壁和盒子的角落附近产生了更多的正温度结构和负温度结构。Nu增强的物理解释是,这些湍流结构和粗糙壁的相互作用产生了更多的二次涡流,导致更多的羽流从边界层喷射到主体。
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引用次数: 0
Reflections on roughness modelling in turbulent flow 湍流中粗糙度建模的几点思考
IF 1.9 4区 工程技术 Q1 Engineering Pub Date : 2022-10-23 DOI: 10.1080/14685248.2022.2137171
P. Durbin
The general topic of practical modelling of roughness in turbulent flow is discussed. Double averaging is a useful framework, but most models cannot be construed as term-by-term closures to the double averaged equations. Double averaging justifies a drag representation. Drag models are effective for both Reynolds averaged and eddy resolving simulation. Boundary condition models are primarily viable for Reynolds averaged closure. Those models are calibrated with the Hama roughness function for the log-law. But a perplexing observation is that the VonKarman constant depends on roughness height.
讨论了湍流中粗糙度实际建模的一般问题。双平均是一个有用的框架,但大多数模型不能被解释为双平均方程的逐项闭包。双重平均证明了拖拽表示的合理性。阻力模型对雷诺平均模拟和涡解析模拟都是有效的。边界条件模型主要适用于雷诺平均闭包。这些模型用哈马粗糙函数对对数律进行校准。但一个令人困惑的观察结果是,冯卡门常数取决于粗糙度的高度。
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引用次数: 0
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Journal of Turbulence
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