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On the determination of thermal boundary conditions for parameter identifications of thermo-mechanically coupled material models 热-机耦合材料模型参数辨识中热边界条件的确定
Q1 Mathematics Pub Date : 2022-05-24 DOI: 10.1002/gamm.202200010
Lars Rose, Andreas Menzel

Identifiability and sensitivity of thermal boundary coefficients identified alongside thermal material parameters by means of full field measurements during a simple tension test are shown empirically using a simple tension test with self heating as a proof of concept. The identification is started for 10 different initial guesses, all of which converge toward the same optimum. The solution appears to be locally unique and parameters therefore independent, but a comparison against a reference solution indicates high correlation between three model parameters and the prescribed external temperatures required to model heat exchange with either air or clamping jaws. This sensitivity is further analyzed by rerunning the identification with different prescribed external temperatures and by comparing the obtained optimal parameter values. Although the model parameters are independent, optimal values for heat conduction and the heat transfer coefficients are highly correlated as well as sensitive with respect to a change, respectively, measurement error of the external temperatures. A precise fit on the basis of a simple tension test therefore requires precise measurements and a suitable material model which is able to accurately predict dissipated energy.

在简单的张力试验中,通过现场测量,热边界系数与热材料参数一起确定的可识别性和敏感性,通过使用具有自加热的简单张力试验作为概念证明,进行了经验证明。从10个不同的初始猜测开始识别,所有这些猜测都收敛于相同的最优值。该解决方案似乎是局部唯一的,因此参数是独立的,但与参考解决方案的比较表明,三个模型参数和与空气或夹爪热交换模型所需的规定外部温度之间存在高度相关性。通过在不同规定的外部温度下重新进行识别,并比较所获得的最优参数值,进一步分析了该灵敏度。虽然模型参数是独立的,但热传导和传热系数的最佳值与外部温度的测量误差的变化高度相关且敏感。因此,在简单张力试验的基础上进行精确的拟合需要精确的测量和能够准确预测耗散能量的合适材料模型。
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引用次数: 1
Identification of the thermal conductivity tensor for transversely isotropic materials 横观各向同性材料导热张量的确定
Q1 Mathematics Pub Date : 2022-05-20 DOI: 10.1002/gamm.202200013
Jendrik-Alexander Tröger, Stefan Hartmann

The knowledge of the thermal conductivities is of particular interest for the thermo-mechanical modeling of transversely isotropic composite materials. Hence, the identification of these material parameters by solving an inverse problem is significant, as they cannot be directly measured. In this study, a suitable experimental setup is presented, where infrared thermography is used to measure the surface temperatures of thin specimens. Further, a local identifiability concept is employed to study whether locally unique parameters can be obtained. This leads to a particular step-wise identification concept. The parameter identification is performed applying a nonlinear least-square approach and finite elements. In the step-wise identification process the convection coefficient is required first, and, subsequently, the coefficients of the thermal conductivity tensor are determined. Due to the step-wise identification, the uncertainties of previously identified parameters have to be considered in the subsequent identification steps. The resulting uncertainties are estimated using the Gaussian error propagation concept. It turns out that the thermal conductivities of transversely isotropic materials are generally identifiable from surface temperature data. Furthermore, since all uncertainties have an essential influence on the results of real numerical simulations, their error propagation should be considered in resulting boundary-value problems. Thus, the uncertainty quantification is demonstrated by a validation experiment.

热导率的知识对横向各向同性复合材料的热力学建模特别感兴趣。因此,通过求解反问题来识别这些材料参数是重要的,因为它们不能直接测量。在本研究中,提出了一种合适的实验装置,利用红外热像仪测量薄样品的表面温度。在此基础上,引入了局部可辨识性概念,研究了参数能否获得局部唯一。这导致了一种特殊的逐步识别概念。采用非线性最小二乘法和有限元方法进行参数辨识。在逐步识别过程中,首先需要对流系数,然后确定导热张量的系数。由于是分步辨识,在后续辨识步骤中必须考虑先前辨识参数的不确定性。使用高斯误差传播概念估计得到的不确定性。结果表明,横向各向同性材料的热导率一般可由表面温度数据确定。此外,由于所有的不确定性对实际数值模拟的结果都有重要的影响,因此在得到的边值问题中应考虑它们的误差传播。因此,通过验证实验对不确定度的量化进行了验证。
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引用次数: 2
Multi-scale characterization of granular media by in situ laboratory X-ray computed tomography 原位实验室x射线计算机断层扫描颗粒介质的多尺度表征
Q1 Mathematics Pub Date : 2022-05-20 DOI: 10.1002/gamm.202200011
Matthias Ruf, Kianoosh Taghizadeh, Holger Steeb

Investigations of biphasic monodisperse soft (rubber) and stiff (glass) particle mixtures under hydrostatic conditions show an interesting behavior with regard to the effective stiffness. P-wave modulus measured by acoustic wave propagation at ultrasonic frequencies showed a significant decline while more soft particles are added, that is, higher rubber volume fractions, due to a change in the microstructure of the granular medium. However, for small volume fractions of soft particles, it could be observed that the P-wave modulus is increasing. This result cannot be explained by classical mixture rules or effective medium theories. For the understanding of those effects, a detailed insight into the microstructure of the granular medium is necessary. To gain this information and link it later back to the measured effective mechanical properties, high-resolution micro X-ray computed tomography (μXRCT) imaging is a well-established tool. With μXRCT imaging, the granular microstructure can be visualized in 3D and characterized subsequently. Combining classical effective characterization methods with μXRCT imaging can help to solve a variety of multi-scale problems. Performing the characterization step in situ, meaning inside the laboratory-based μXRCT scanner, has the advantage that exactly the same samples are mechanically characterized and visualized. To address the mentioned observation above, we designed a low X-ray absorbing oedometer cell with integrated broadband piezoelectric P-wave transducers which enables this kind of investigation inside a laboratory-based μXRCT scanner. The focus of this contribution is on the general experimental methodology which can be transferred to other multi-scale problems. It starts with a description of the image acquisition and ends with the post-processing of the in situ acquired image data. To demonstrate this, cylindrical samples consisting of the same monodisperse rubber and glass particle mixtures that were studied before under hydrostatic stress conditions are considered. Selected results are presented to explain the single steps.

在流体静力条件下对双相单分散软(橡胶)和硬(玻璃)颗粒混合物的研究显示了有效刚度的有趣行为。超声频率下声波传播测得的纵波模量随着软颗粒的加入,即橡胶体积分数的增加而显著下降,这是由于颗粒介质的微观结构发生了变化。然而,对于体积较小的软颗粒,可以观察到纵波模量在增加。这一结果不能用经典混合规律或有效介质理论来解释。为了理解这些影响,对颗粒介质微观结构的详细了解是必要的。为了获得这些信息并将其与测量的有效力学性能联系起来,高分辨率微x射线计算机断层扫描(μ XRCT)成像是一种成熟的工具。利用μ XRCT成像技术,可以实现颗粒微观结构的三维可视化和表征。将经典有效表征方法与μ XRCT成像相结合,有助于解决各种多尺度问题。在原位执行表征步骤,意味着在实验室的μ XRCT扫描仪内,具有完全相同的样品被机械表征和可视化的优势。为了解决上述观察问题,我们设计了一个低x射线吸收的测量单元,它集成了宽带压电p波换能器,可以在实验室的μ XRCT扫描仪内进行这种研究。这一贡献的重点是一般的实验方法,可以转移到其他多尺度问题。它以图像采集的描述开始,并以原位获取的图像数据的后处理结束。为了证明这一点,考虑了之前在静水应力条件下研究的由相同的单分散橡胶和玻璃颗粒混合物组成的圆柱形样品。给出了选定的结果来解释单个步骤。
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引用次数: 2
Digital image correlation based characterization of rubber material at large shear deformations in an extended temperature range 橡胶材料在较大温度范围内剪切变形的数字图像相关表征
Q1 Mathematics Pub Date : 2022-05-04 DOI: 10.1002/gamm.202200009
Lars Kanzenbach, Thomas Lehmann, Jörn Ihlemann

This contribution deals with a new shear device, which is applied for rubber measurements in simple shear in an extended temperature range. As a special feature for the loading system, no bonding technique, or vulcanization is used, but a form fit connection via pins. The measured stress–shear value curves for different temperature levels are evaluated with a standard method from GOM ARAMIS. In addition, a new approximation based evaluation method is introduced and applied for shear value determination including smoothing of the raw digital image correlation data with consideration of characteristic noise properties. This enables the analysis of noise induced error influences. It was proved by the approximation based method, that the standard ARAMIS evaluation provides shear value results, which are suitable for performed characterization tests. As a consequence, the nearly homogeneous measurement data can be used for parameter fitting of constitutive rubber models.

这一贡献涉及一种新的剪切装置,它适用于橡胶测量在简单剪切在扩大的温度范围。作为加载系统的一个特殊功能,没有使用粘合技术或硫化,而是通过引脚进行形式配合连接。采用GOM ARAMIS的标准方法对不同温度水平下的应力-剪切值曲线进行了评价。此外,介绍了一种新的基于近似的评估方法,并将其应用于剪切值的确定,包括考虑特征噪声特性的原始数字图像相关数据的平滑处理。这样就可以分析噪声引起的误差影响。通过基于近似的方法证明,标准的ARAMIS评估提供了剪切值结果,适合进行表征试验。因此,接近均匀的测量数据可用于橡胶本构模型的参数拟合。
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引用次数: 1
Thickness determination of laminate core layers from microscopy images 显微镜图像中层压芯层厚度的测定
Q1 Mathematics Pub Date : 2022-04-08 DOI: 10.1002/gamm.202200008
Stefan Hartmann, Pranav Kumar Dileep, Mohamed Harhash, Heinz Palkowski

In sandwich laminates made of metal–polymer–metal (MPM) layers under forming conditions, the thickness changes along the thin-layered specimens are of particular interest. To measure this distribution, it is common to take microscopic images and determine manually the thicknesses at particular discrete points. We compare and provide several methods determining the thickness distribution from microscopic images. First, an interpolation scheme is chosen to obtain a continuous function of the interfaces between the layers instead of the discrete pixel data. Afterwards, the methods—ruled surface approach, orthogonal projection, embedded circle scheme, and a dull but simple method—are applied and compared with each other. For very smooth data, most of the schemes show equivalent results. However, the “brute force”—called the dull approach—turns out to be the most robust scheme, particularly, if noisy data is studied. The Gaussian error propagation concept is applied to study the uncertainties resulting from noisy pixel data. The schemes are adapted to finite element simulation results as well so that a direct comparison of experimental and numerical data would be possible.

在形成条件下由金属-聚合物-金属(MPM)层制成的夹层板中,沿薄层试样的厚度变化特别令人感兴趣。为了测量这种分布,通常采用显微图像并手动确定特定离散点的厚度。我们比较并提供了几种从显微图像确定厚度分布的方法。首先,选择一种插值方案来获得层间接口的连续函数,而不是离散的像素数据。在此基础上,对直纹曲面法、正交投影法、内嵌圆法和一种单调而简单的方法进行了应用和比较。对于非常光滑的数据,大多数方案都显示出等效的结果。然而,“蛮力”——被称为“迟钝方法”——被证明是最稳健的方案,特别是在研究有噪声的数据时。采用高斯误差传播的概念,研究了由噪声像素数据引起的不确定性。这些格式也适用于有限元模拟结果,从而可以直接比较实验数据和数值数据。
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引用次数: 2
Preface to special issue on direct numerical simulations of turbulent flows—Part I 紊流直接数值模拟专刊前言-第一部分
Q1 Mathematics Pub Date : 2022-03-03 DOI: 10.1002/gamm.202200007
Marc Avila, Jörg Schumacher
in rapidly rotating Rayleigh-Bénard convection, in classical horizontal convection, and in an asymptotic suction boundary layer. They found that structures of different temporal and spatial frequencies can be separated and that the most salient features of the dynamics can be generally captured with a small number of dynamic modes, thereby highlighting the capabilities of the method.
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引用次数: 1
Coherent structures in turbulent mixed convection flows through channels with differentially heated walls 紊流混合对流通过不同加热壁面通道的相干结构
Q1 Mathematics Pub Date : 2022-02-27 DOI: 10.1002/gamm.202200006
Claus Wagner, Tim Wetzel

The occurrence and shape of turbulent structures in mixed convection flows through a differently heated vertical channel are investigated in terms of thermally induced attenuation and amplification of turbulent velocity, pressure, and temperature fluctuations using direct numerical simulations. It is shown that the wall-normal momentum transport is decreased and increased near the heated and cooled wall, respectively, and that this leads to a reduced and elevated production of turbulent velocity fluctuations in the streamwise velocity component in the aiding and opposing flow, respectively. The corresponding flow structures are smoother, faster and warmer in the aiding flow and aligned along the main flow, while the colder structures in the opposing flow are more frayed and less directed. The warmer flow structures in the aiding flow are overall more stable than the colder structures in the opposing flow. Besides, the study reveals that the position of the maximum temperature fluctuations moves toward the heated wall, so that the sweeps produced at the two walls are affected differently by the former. As a consequence, the distance and time period over which the fluctuations develop in the aiding flow are shorter than in the opposing flow. It is further shown that vortex structures oriented in the streamwise direction usually arise with an offset to the right or left above a sweep or an ejection, whereby the decreasing values of the correlation coefficients with increasing Grashof number indicate a weakening of the vortex structures. Since none of the evaluated vortex criteria, that is, the distributions of the vorticity, λ2- value or Rortex-value correlate well with the evaluated minima of the pressure fluctuations, they do not allow a clear identification of the vortex structures. Finally, analyzing the budget of the turbulent kinetic energy it is confirmed that the velocity fluctuations are only indirectly influenced by the buoyancy force. Thus, the attenuation and amplification of the turbulent velocity fluctuations is reflected in the reduction and exaggeration of the Reynolds shear stresses in the aiding and opposing flow, respectively.

本文采用直接数值模拟的方法,从湍流速度、压力和温度波动的热诱导衰减和放大的角度,研究了不同加热垂直通道中混合对流湍流结构的发生和形状。结果表明,在加热壁面和冷却壁面附近,壁面法向动量输运分别减少和增加,这导致在辅助流和逆向流中,顺流速度分量的湍流速度波动分别减少和增加。在辅助流中,相应的流动结构更平滑、更快、更温暖,并沿主流排列,而在反流中,较冷的结构磨损更严重,方向性更差。辅助流中的暖流结构总体上比相反流中的冷流结构更稳定。此外,研究还发现,最大温度波动的位置向受热壁面移动,因此在两个壁面产生的扫描受到前者的不同影响。因此,在辅助流中波动发展的距离和时间周期比在反向流中短。进一步表明,流向涡结构通常在掠涡或喷射涡上方出现偏右或偏左的现象,相关系数随格拉什夫数的增加而减小,表明涡结构减弱。由于涡度、λ 2值或rortex值的分布与压力波动的最小值没有很好的相关性,因此它们不能清晰地识别涡结构。最后,通过对湍流动能预算的分析,证实了速度波动只受浮力的间接影响。因此,湍流速度波动的衰减和放大分别体现在辅助流和反向流中雷诺数剪应力的减小和增大上。
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引用次数: 1
Turbulent impinging jets on rough surfaces 粗糙表面上的湍流撞击射流
Q1 Mathematics Pub Date : 2022-02-02 DOI: 10.1002/gamm.202200005
Francesco Secchi, Thomas Häber, Davide Gatti, Sebastian Schulz, Dimosthenis Trimis, Rainer Suntz, Bettina Frohnapfel

This work presents direct numerical simulations (DNS) of a circular turbulent jet impinging on rough plates. The roughness is once resolved through an immersed boundary method (IBM) and once modeled through a parametric forcing approach (PFA) which accounts for surface roughness effects by applying a forcing term into the Navier–Stokes equations within a thin layer in the near-wall region. The DNS with the IBM setup is validated using optical flow field measurements over a smooth and a rough plate with similar statistical surface properties. In the study, IBM-resolved cases are used to show that the PFA is capable of reproducing mean flow features well at large wall-normal distances, while less accurate predictions are observed in the near-wall region. The demarcation between these two regions is approximately identified with the mean wall height km of the surface roughness distribution. Based on the observed differences in the results between IBM- and PFA-resolved cases, plausible future improvements of the PFA are suggested.

本文提出了圆形湍流射流撞击粗糙板的直接数值模拟。粗糙度通过浸入边界法(IBM)解决,并通过参数强迫方法(PFA)建模,该方法通过在近壁区域的薄层内的Navier-Stokes方程中应用强迫项来解释表面粗糙度效应。使用具有相似统计表面特性的光滑板和粗糙板上的光流场测量来验证具有IBM设置的DNS。在这项研究中,ibm解决的案例表明,PFA能够很好地再现大壁法向距离的平均流动特征,而在近壁区域观察到的预测不太准确。这两个区域之间的分界近似地用表面粗糙度分布的平均壁高k m来确定。基于观察到的IBM和PFA解决案例之间结果的差异,对PFA的未来改进提出了建议。
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引用次数: 3
Data-driven identification of the spatiotemporal structure of turbulent flows by streaming dynamic mode decomposition 基于流动力模态分解的湍流时空结构数据驱动识别
Q1 Mathematics Pub Date : 2022-01-12 DOI: 10.1002/gamm.202200003
Rui Yang, Xuan Zhang, Philipp Reiter, Detlef Lohse, Olga Shishkina, Moritz Linkmann

Streaming Dynamic Mode Decomposition (sDMD) is a low-storage version of dynamic mode decomposition (DMD), a data-driven method to extract spatiotemporal flow patterns. Streaming DMD avoids storing the entire data sequence in memory by approximating the dynamic modes through incremental updates with new available data. In this paper, we use sDMD to identify and extract dominant spatiotemporal structures of different turbulent flows, requiring the analysis of large datasets. First, the efficiency and accuracy of sDMD are compared to the classical DMD, using a publicly available test dataset that consists of velocity field snapshots obtained by direct numerical simulation of a wake flow behind a cylinder. Streaming DMD not only reliably reproduces the most important dynamical features of the flow; our calculations also highlight its advantage in terms of the required computational resources. We subsequently use sDMD to analyse three different turbulent flows that all show some degree of large-scale coherence: rapidly rotating Rayleigh–Bénard convection, horizontal convection and the asymptotic suction boundary layer (ASBL). Structures of different frequencies and spatial extent can be clearly separated, and the prominent features of the dynamics are captured with just a few dynamic modes. In summary, we demonstrate that sDMD is a powerful tool for the identification of spatiotemporal structures in a wide range of turbulent flows.

流动态模式分解(sDMD)是动态模式分解(DMD)的低存储版本,是一种数据驱动的时空流模式提取方法。流式DMD通过使用新的可用数据进行增量更新来近似动态模式,从而避免将整个数据序列存储在内存中。在本文中,我们使用sDMD来识别和提取不同湍流的优势时空结构,这需要对大数据集进行分析。首先,使用公开可用的测试数据集(由直接数值模拟圆柱体后尾流获得的速度场快照组成),将sDMD的效率和精度与经典DMD进行了比较。流式DMD不仅可靠地再现了流的最重要的动态特征;我们的计算还突出了它在所需计算资源方面的优势。随后,我们使用sDMD分析了三种不同的湍流,它们都显示出一定程度的大规模相干性:快速旋转瑞利-巴姆纳德对流、水平对流和渐近吸力边界层(ASBL)。不同频率和空间范围的结构可以清晰地分离,并且仅用几个动态模态就可以捕捉到动力学的突出特征。总之,我们证明了sDMD是识别大范围湍流时空结构的有力工具。
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引用次数: 5
Active control of compressible channel flow up to M a b = 3 using direct numerical simulations with spanwise velocity modulation at the walls 采用直接数值模拟,在壁面沿展向速度调制的情况下,主动控制可压缩通道流动至M a b = 3
Q1 Mathematics Pub Date : 2022-01-11 DOI: 10.1002/gamm.202200004
Marius Ruby, Holger Foysi

Active turbulence control has been pursued continuously for the last decades, striving for an altered, energetically more favorable flow. In this article, our focus is on a promising method inducing a spanwise wall movement in order to reduce turbulence intensity and hence friction drag, investigated by means of direct numerical simulation. This approach transforms a previously time dependent oscillatory wall motion into a static spatial modulation with prescribed wavelength in the streamwise direction [48]. Most procedures related to turbulence control including the present one have been overwhelmingly applied to incompressible flow. This work is different and novel to the effect, that this control method is applied to compressible, supersonic channel flow up to a bulk Mach number of Ma=3. Due to substantial variations of viscosity, density, and temperature within the near-wall region in supersonic flow, the impact of the control method is altered compared to solenoidal flow conditions. By creating a data set of different Mach-/Reynolds numbers and control parameters, knowledge is gained in which way the effectiveness of oscillatory techniques and physical mechanisms change under the influence of compressibility. It is shown that the control method is able to effectively reduce turbulence levels and lead to large drag reduction levels in compressible supersonic flow. Variable property effects even enhance this behavior for the whole set of investigated parameters. Overall, the higher Mach number cases show a larger net power saving compared to the incompressible ones. Furthermore, we observe an increase of the optimum wavelength with increasing Mach number, which helps in guiding optimal implementations of such a control method.

在过去的几十年里,人们一直在追求主动湍流控制,努力获得一种改变的、能量上更有利的流动。在本文中,我们的重点是通过直接数值模拟的方法来研究一种有前途的方法,即通过诱导壁面向展向运动来减少湍流强度,从而减少摩擦阻力。这种方法将先前依赖于时间的振荡壁面运动转换为沿流方向具有规定波长的静态空间调制[48]。大多数与湍流控制有关的程序,包括目前的程序,已经压倒性地应用于不可压缩流动。这项工作的不同和新颖之处在于,这种控制方法适用于可压缩的,超音速通道流动的总体马赫数为Ma = 3。由于超音速流动中近壁面区域内粘度、密度和温度的显著变化,与螺线管流动条件相比,控制方法的影响发生了变化。通过创建不同马赫数/雷诺数和控制参数的数据集,可以了解振荡技术和物理机制在可压缩性影响下的有效性变化方式。结果表明,该控制方法能够有效地降低可压缩超声速流动的湍流度,从而获得较大的减阻量。可变属性效应甚至增强了整个研究参数集的这种行为。总的来说,与不可压缩的情况相比,马赫数较高的情况显示出更大的净功率节省。此外,我们观察到最佳波长随马赫数的增加而增加,这有助于指导这种控制方法的最佳实现。
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引用次数: 2
期刊
GAMM Mitteilungen
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