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A micro-hot-wire anemometry probe with elongated stubs for turbulent boundary layer measurements 用于湍流边界层测量的带细长桩的微型热线风速探头
IF 2.4 3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2024-08-28 DOI: 10.1007/s00348-024-03871-4
Baptiste Baradel, Alain Giani, Fabien Méry, Philippe Combette, Olivier Léon

The development of micro-hot-wire anemometry probes for turbulence studies requires mitigating spatial filtering, end-conduction effects and probe intrusivity. Keeping these factors in mind, this work analytically and experimentally investigates the relevance of a micro-hot-wire probe design featuring elongated stubs, inspired by Wollaston-wire probes but fabricated using modern micro-fabrication techniques. The resulting probes are shown to be relatively easy to manufacture and capable of providing satisfactory velocity measurements in a zero-pressure-gradient turbulent boundary layer at (text {Re}_{tau }approx 1150) with (delta ={18}{hbox {mm}}). Different probes were tested, all featuring a micro-wire length sufficiently small to alleviate spatial filtering of near-wall small-scale turbulent structures. The investigation focuses on assessing end-conduction effects and probe intrusivity, with the latter still observable close to the wall for such micro-probes.

开发用于湍流研究的微型热线风速探头需要减轻空间滤波、末端传导效应和探头侵入性。考虑到这些因素,这项工作通过分析和实验研究了以细长桩为特点的微型热线探头设计的相关性,其灵感来自沃拉斯顿热线探头,但采用现代微加工技术制造。结果表明,这种探针相对容易制造,能够在 (text {Re}_{tau }approx 1150) with (delta ={18}{hbox {mm}}) 的零压力梯度湍流边界层中提供令人满意的速度测量。测试了不同的探头,所有探头的微丝长度都很小,足以减轻近壁小尺度湍流结构的空间滤波。研究的重点是评估末端传导效应和探针侵入性,对于这类微型探针,后者在靠近壁面的地方仍然可以观察到。
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引用次数: 0
Resolving high-frequency aeroacoustic noises of high-speed dual-impinging jets using fast pressure-sensitive paint 利用快速压敏涂料解决高速双顶压喷气机的高频气声噪声问题
IF 2.4 3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2024-08-26 DOI: 10.1007/s00348-024-03875-0
Chunhua Wei, Haoyuan Zhang, Hongling Fan, Peng Wang, Di Peng, Yingzheng Liu

This study experimentally determines high-frequency aeroacoustic noises of the high-speed dual-impinging jet, focusing on the generation and evolution mechanism between impingement tones modes and far-field acoustic spectra. The variables of the high-speed impinging jet are Mach number (Ma = 0.9 and 1.1), fixed diameter (D) of nozzle, nozzle spacing (3.5D), and impingement distance (4D). A novel fast-responding pressure-sensitive paint (fast-PSP) with a significantly extended frequency response ability was designed to develop an accurate phase-resolving propagation process of aeroacoustic noises and handle high impingement momentum challenges posed by the high-speed impinging jet. The PSP raw data were enhanced by calibration, image restoration, and proper orthogonal decomposition filtering. Two distinct far-field spectral characteristics were identified based on synchronized acoustic measurements. The existence of the stagnation region affected by the fountain effect in the dual-impinging jet was determined using spatial–temporal cross-correlation analysis. Subsequently, the concurrent axisymmetric dual annulus mode and its coupling behavior at Ma = 0.9 and the non-axisymmetric helical mode and its periodic fragmentation-reconstruction patterns at Ma = 1.1 were identified by spectral proper orthogonal decomposition. Finally, the spatial–temporal evolution of the phase-locked first-order mode was extracted, and the transient variations of coherent structures and their mechanisms for discrete tone noise generation were quantitatively investigated. The expansion and coupling of the dual annulus modes promoted the dominance of single-tone peaks across the entire acoustic spectrum. The helical mode, exhibiting both rotational and expansion behaviors, enhanced the coherent vorticity at the periphery of the coherent structures, resulting in intense impingement tones sound sources.

本研究通过实验测定了高速双撞击射流的高频气声噪声,重点研究了撞击音调模式与远场声谱之间的产生和演化机制。高速撞击射流的变量为马赫数(Ma = 0.9 和 1.1)、喷嘴固定直径(D)、喷嘴间距(3.5D)和撞击距离(4D)。设计了一种新型快速响应压敏涂料(fast-PSP),其频率响应能力显著增强,可开发精确的气声噪声相位分辨传播过程,并应对高速撞击射流带来的高撞击动量挑战。通过校准、图像复原和适当的正交分解滤波,PSP 原始数据得到了增强。根据同步声学测量结果,确定了两个不同的远场频谱特征。通过时空交叉相关分析,确定了双箝位射流中受喷泉效应影响的停滞区的存在。随后,通过频谱正交分解,确定了在 Ma = 0.9 时的并发轴对称双环模及其耦合行为,以及在 Ma = 1.1 时的非轴对称螺旋模及其周期性碎裂-重构模式。最后,提取了锁相一阶模式的时空演变,定量研究了相干结构的瞬态变化及其离散音噪声的产生机制。双环模的扩展和耦合促进了单音峰在整个声谱中的主导地位。螺旋模式同时表现出旋转和膨胀行为,增强了相干结构外围的相干涡度,从而产生了强烈的撞击音声源。
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引用次数: 0
Particle streak velocimetry: a review 粒子条纹测速:综述
IF 2.4 3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2024-08-20 DOI: 10.1007/s00348-024-03857-2
Dapeng Zhang, Cameron Tropea, Wu Zhou, Tianyi Cai, Haoqin Huang, Xiangrui Dong, Limin Gao, Xiaoshu Cai

Particle streak velocimetry (PSV) is a Lagrangian velocity measurement method based on streak imaging of moving particles and is regarded as the origin of particle image velocimetry (PIV) and particle tracking velocimetry (PTV). Recently, the PSV technique has undergone further developments, realizing measurements of three velocity components in three dimensions (3D3C), by combining with stereoscopic observation, defocused imaging, light field photography and /or holography. Moreover, image processing algorithms based on deep learning have been successfully applied to PSV. Compared with PIV and PTV, the PSV technique can exhibit several advantages, including extending the upper limit of the velocity measurement range under the same equipment conditions, measuring with lower illumination intensity, often an overall lower equipment complexity and cost for the same measuring requirement, as well as avoiding the particle matching problems of PTV. However, the PSV method also has obstacles to overcome, such as directional ambiguity and the difficulty in identifying streak crossings. For the directional ambiguity problem, there are currently time-coding, color-coding, brightness-coding and determination methods using additional image frames that can be employed. The main application areas of PSV currently include microfluidics, high-velocity flows and large-scale flow field measurements. This review presents the state of the art of PSV and summarizes advantages, disadvantages, accuracy, complexity and application of various configurations. The configurations discussed are focused on those measuring three velocity components and several examples are described in which PSV can be advantageously applied. The review concludes with some future developments that can be anticipated.

粒子条纹测速(PSV)是一种基于运动粒子条纹成像的拉格朗日速度测量方法,被认为是粒子图像测速(PIV)和粒子跟踪测速(PTV)的起源。最近,PSV 技术有了进一步的发展,通过与立体观测、散焦成像、光场摄影和/或全息技术相结合,实现了三维(3D3C)速度分量的测量。此外,基于深度学习的图像处理算法已成功应用于 PSV。与 PIV 和 PTV 相比,PSV 技术具有多项优势,包括在相同设备条件下可扩展速度测量范围的上限,以较低的照明强度进行测量,通常在相同测量要求下可降低设备的整体复杂性和成本,以及避免 PTV 的粒子匹配问题。不过,PSV 方法也有需要克服的障碍,如方向模糊和难以识别条纹交叉。针对方向模糊问题,目前有时间编码、颜色编码、亮度编码和使用附加图像帧的确定方法可供选择。PSV 目前的主要应用领域包括微流体、高速流动和大规模流场测量。本综述介绍了 PSV 的最新技术,并总结了各种配置的优缺点、精度、复杂性和应用情况。讨论的配置主要集中在测量三个速度分量的配置上,并举例说明了 PSV 在其中的应用优势。综述最后介绍了一些可以预见的未来发展。
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引用次数: 0
Two-dye two-color laser-induced fluorescence spectroscopy on droplets of green solvent water/ethanol mixtures for thermometry and mixture composition 在绿色溶剂水/乙醇混合物液滴上进行双染双色激光诱导荧光光谱分析,以测定温度和混合物成分
IF 2.4 3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2024-08-20 DOI: 10.1007/s00348-024-03868-z
Hannah Ulrich, Richard Weiß, Lars Zigan

This work shows new insights on the application of two-color laser-induced-fluorescence (2c-LIF) thermometry in a droplet chain. A two-dye mixture is used in ethanol, water and ethanol/water mixtures in order to reach a high-temperature sensitivity and avoid the detection of lasing effects in the droplets. Various droplet sizes are recorded in regard to the limitation of the detection system for very small micrometric droplets. The breakup of a droplet chain is measured to assess the spectral detection system in applications with liquid structures of different sizes. Additionally, a proposal to expand the 2c-LIF application for studying ethanol/water droplets regarding mixture composition with a third color channel is presented. Forming two intensity ratios, the spectra can be used to obtain information on the mixture composition of the solvent. Measurements in different ethanol/water mixtures containing 0–100 vol% water are evaluated to show this possibility.

这项工作展示了在液滴链中应用双色激光诱导荧光(2c-LIF)测温法的新见解。在乙醇、水和乙醇/水混合物中使用了双色染料混合物,以达到高温灵敏度并避免检测液滴中的激光效应。针对检测系统对极小微米级液滴的限制,记录了各种液滴大小。测量液滴链的断裂情况,以评估光谱检测系统在不同尺寸液体结构中的应用。此外,还提出了一项建议,利用第三个颜色通道扩展 2c-LIF 的应用,以研究乙醇/水液滴的混合物成分。形成两个强度比的光谱可用于获取有关溶剂混合物成分的信息。对含水量为 0-100 Vol% 的不同乙醇/水混合物的测量结果进行了评估,以说明这种可能性。
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引用次数: 0
Impact dynamics of droplets on convex structures: an experimental study with a maximum spreading diameter model for convex surface impacts 凸面结构上液滴的撞击动力学:利用凸面撞击的最大扩散直径模型进行的实验研究
IF 2.4 3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2024-08-19 DOI: 10.1007/s00348-024-03865-2
Nuri Erdem Ersoy, Fenghao Shi, David L. S. Hung

Droplet impact is a common phenomenon in daily life and various industrial applications. Previous research shows that surface geometry significantly influences impact outcomes. However, there is a gap in systematic research on how convex structures, similar in size to the droplet, influence impact behaviors. To address this, our study focused on producing various targets with different convexity to investigate the morphological evolution of droplet impact. Using high-speed imaging techniques, we examined these impacts with Weber numbers ranging from 5 to 346. The experimental results show that dry convex surfaces increase the maximum spreading diameter of droplets by altering liquid mass redistribution. Reduced air entrapment diminishes the circumferential instability of deformed droplets on these surfaces, as evidenced by fewer fingers formed. This study also proposes a hybrid model to predict the maximum spreading diameter on convex surfaces using the energy conservation method. Benefiting from models for flat surfaces, this new approach accounts for convex surface impacts, which alter the impact characteristics according to the convexity of the impact geometry. The model assumes that the droplet at its maximum spreading diameter resembles either a disc or a rim. Notably, the rim assumption was quite evident in several convex surface impacts, presenting a donut-shaped expansion. These results are combined through weighted summation The hybrid model’s predictions show a superior agreement with the experimental data compared to existing models. Additionally, the model’s weighting factors provide insights into the distribution of liquid mass between the central film and the surrounding rim.

Graphical abstract

液滴撞击是日常生活和各种工业应用中的常见现象。以往的研究表明,表面几何形状会对撞击结果产生重大影响。然而,关于与液滴大小相似的凸面结构如何影响撞击行为的系统研究还存在空白。为了解决这个问题,我们的研究重点是制作具有不同凸度的各种目标,以研究液滴撞击的形态演变。利用高速成像技术,我们研究了韦伯数从 5 到 346 不等的撞击。实验结果表明,干凸表面通过改变液体质量的再分布,增加了液滴的最大扩散直径。空气夹带的减少降低了变形液滴在这些表面上的圆周不稳定性,形成的手指较少就是证明。本研究还提出了一种混合模型,利用能量守恒法预测凸面上的最大扩散直径。这种新方法借鉴了平面模型,考虑了凸面撞击,因为凸面撞击会根据撞击几何形状的凸度改变撞击特性。该模型假定液滴在其最大扩展直径处类似于圆盘或边缘。值得注意的是,在几个凸面撞击中,边缘假设非常明显,呈现出甜甜圈状的扩展。与现有模型相比,混合模型的预测结果与实验数据更加吻合。此外,该模型的加权因子还有助于深入了解中央薄膜和周围边缘之间的液体质量分布。
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引用次数: 0
A multi-directional redundant 3D-LPT system for ship–flight–deck wind interactions 用于船-飞行-甲板风相互作用的多方向冗余 3D-LPT 系统
IF 2.4 3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2024-08-17 DOI: 10.1007/s00348-024-03867-0
Ilda Hysa, Marthijn Tuinstra, Andrea Sciacchitano, Fulvio Scarano, Mark-Jan van der Meulen, Thomas Rockstroh, Eric W. M. Roosenboom

In the past years, volumetric velocimetry measurements with helium-filled soap bubbles as tracer particles have been introduced in wind tunnel experiments and performed at large-scale, enabling the study of complex body aerodynamics. A limiting factor is identified in the field of wind engineering, where the flow around ships is frequently investigated. Considering multiple wind directions, the optical access for illumination and 3D imaging rapidly erodes the measurement regions due to shadows and incomplete triangulation. This work formalizes the concepts of volumetric losses and camera redundancy, and examines the performance of multi-directional illumination and imaging for monolithic and partitioned modes. The work is corroborated by experiments around a representative ship model. The study shows that a redundant system of cameras yields the largest measurement volume when partitioned into subsystems. The 3D measurements employing two illumination directions and seven cameras, yield the time-averaged velocity field around the ship. Regions of flow separation and recirculation are revealed, as well as sets of counter-rotating vortices in several stations from the ship bow to the flight–deck. The unsteady regime at the flight–deck is examined by proper orthogonal decomposition, indicating that the technique is suited for the analysis of large-scale unsteady flow features.

在过去的几年中,以充满氦气的肥皂泡作为示踪粒子进行的体积测速测量已被引入风洞实验,并在大规模范围内进行,从而使复杂的车身空气动力学研究成为可能。在风力工程领域,一个限制因素被发现,在该领域,船舶周围的气流经常被研究。考虑到多个风向,用于照明和三维成像的光学通道会因阴影和不完整的三角测量而迅速侵蚀测量区域。这项工作正式提出了体积损失和相机冗余的概念,并研究了单片模式和分区模式的多方向照明和成像性能。围绕一个具有代表性的船舶模型进行的实验证实了这项工作。研究结果表明,将冗余相机系统划分为子系统时,可获得最大的测量体积。三维测量采用了两个照明方向和七台相机,可获得船舶周围的时间平均速度场。在从船首到飞行甲板的几个位置上,可以看到气流分离和再循环区域,以及反向旋转的涡流组。通过适当的正交分解,对飞行甲板上的非稳态进行了研究,表明该技术适用于分析大规模非稳态流动特征。
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引用次数: 0
Plume and wall temperature impact on the subsonic aft-body flow of a generic space launcher geometry 羽流和壁温对一般航天发射器几何形状的亚音速尾流的影响
IF 2.4 3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2024-08-17 DOI: 10.1007/s00348-024-03866-1
Daniel Kirchheck, Jan-Erik Schumann, Markus Fertig, Dominik Saile, Volker Hannemann, Thino Eggers, Ali Gülhan

Experimental and numerical simulation of launcher base flows are crucial for future launcher design. In experiments, exhaust plume simulation is often limited to cold or slightly heated gases. In numerical simulations, multi-species reactive flow is often neglected due to limited resources. The impact of these simplifications on the relevant flow features, compared to real flight scenarios, needs to be characterized in order to enhance the design process. Experimental and numerical investigations were carried out within the framework of the SFB/TRR 40 Collaborative Research Centre to study the impact of plume and wall temperature on the base flow of a generic small-scale launcher configuration. Wind tunnel tests were performed in the Hot Plume Testing Facility (HPTF) at DLR, Cologne, using subsonic ambient flow and pressurized air or hydrogen–oxygen combustion as exhaust gases. The tests were numerically rebuilt using the DLR TAU code employing a scale-resolved IDDES approach, including thermal coupling and detailed chemistry. The paper combines the experimental and numerical findings from the SFB/TRR 40 base flow studies and highlights the most prominent influences on the mean flow field, the pressure field, the dynamic wake flow motion, and the resulting aerodynamic forces on the nozzle. High-frequency pressure measurements, high-speed schlieren recordings, and time-resolved CFD results are evaluated using spectral and modal analysis of the one- and two-dimensional flow field data.

发射装置底部气流的实验和数值模拟对于未来的发射装置设计至关重要。在实验中,排气羽流模拟通常仅限于冷气体或微热气体。在数值模拟中,由于资源有限,多物种反应流往往被忽略。与真实飞行场景相比,这些简化对相关流动特征的影响需要加以说明,以改进设计过程。在 SFB/TRR 40 合作研究中心的框架内开展了实验和数值研究,以研究羽流和壁温对通用小型发射器配置的基本流动的影响。风洞试验在科隆德国航天中心的热羽流试验设备(HPTF)中进行,使用亚音速环境流和增压空气或氢氧燃烧作为废气。这些测试使用德国科隆航天中心的 TAU 代码进行数值重建,该代码采用了规模分辨 IDDES 方法,包括热耦合和详细的化学成分。论文结合了 SFB/TRR 40 基准流研究的实验和数值结果,突出强调了对平均流场、压力场、动态尾流运动以及喷嘴上产生的空气动力的最显著影响。通过对一维和二维流场数据进行频谱和模态分析,对高频压力测量、高速裂隙记录和时间分辨 CFD 结果进行了评估。
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引用次数: 0
The dynamic response of a pressure transducer for measurements in water 用于水中测量的压力传感器的动态响应
IF 2.4 3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2024-08-14 DOI: 10.1007/s00348-024-03854-5
M. Jentzsch, W. Lechner, R. Woszidlo, C. N. Nayeri, C. O. Paschereit

Dynamic pressure measurements are indispensable in the field of fluid mechanics. Attaching tubing as a transmission line to the pressure transducer is often unavoidable but significantly reduces the usable bandwidth of the measurement system. Complex fluid-wall interactions and potential outgassing of air are present within systems with water-filled tubes. Comprehensive studies aiding researchers in selecting suitable transmission line parameters (i.e., material, length, and diameter) are not available. A simple calibration apparatus is designed for the frequency response characterization of multiple pressure transducers simultaneously applying a pressure step. The setup is thoroughly characterized and a detailed description is provided to optimize the bandwidth. A piezoresistive pressure transducer attached to water-filled tubes, as commonly used in hydrodynamic experiments, is characterized in the low-frequency range (i.e., (f le {300}) Hz). Tube-related effects, such as length, diameter, and material are investigated. The impact of entrapped air within the tubing is analyzed. The feasibility of substituting water with silicone oil to fill the tubes is explored. To optimize the usable bandwidth of the pressure measurement system for dynamic applications, it is essential to maintain short tubing that is as rigid as possible and free from entrapped air. Pressure wave propagation speed is reduced by two orders of magnitude in elastic transmission lines made of silicone. Pressure corrections through dynamic calibration are challenging due to the system’s sensitivity to various parameters affecting the dynamic response.

动态压力测量在流体力学领域是不可或缺的。将管道作为传输线连接到压力传感器通常是不可避免的,但会大大降低测量系统的可用带宽。在充满水的管道系统中,存在着复杂的流体壁相互作用和潜在的空气放气。目前还没有全面的研究可以帮助研究人员选择合适的传输线参数(即材料、长度和直径)。本文设计了一个简单的校准装置,用于同时对多个压力传感器施加一个压力阶跃进行频率响应表征。该装置具有全面的特性,并提供了优化带宽的详细说明。在低频范围内(即 (fle {300}) Hz),对连接到充水管上的压阻压力传感器进行了表征,该传感器通常用于流体力学实验。研究了与管子相关的影响,如长度、直径和材料。分析了管道内夹带空气的影响。探讨了用硅油代替水填充管道的可行性。为了优化动态应用中压力测量系统的可用带宽,必须保持短管尽可能坚硬且无夹带空气。在硅胶制成的弹性传输线中,压力波的传播速度会降低两个数量级。由于系统对影响动态响应的各种参数非常敏感,因此通过动态校准进行压力校正具有挑战性。
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引用次数: 0
A guided filter-based 3D hybrid variational optical flow for accurate tomographic PIV measurements 基于引导滤波器的三维混合变分光学流,用于精确断层扫描 PIV 测量
IF 2.4 3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2024-08-13 DOI: 10.1007/s00348-024-03849-2
Menggang Kang, Hua Yang, Zhouping Yin, Qi Gao, Xiaoyu Liu

High spatial resolution and high accuracy estimation of 3D velocity fields are important for tomographic particle image velocimetry (Tomo-PIV), especially when measuring complex flow fields with delicate 3D structures. However, the widely used cross-correlation-based methods have limited spatial resolution, while the recently developed optical flow-based methods have low robustness and are sensitive to particle volume reconstruction errors. Therefore, 3D velocity estimation methods that simultaneously exhibit high resolution and robustness must be developed. In this study, we propose a novel velocity estimation method for Tomo-PIV measurement using the guided filter-based 3D hybrid variational optical flow (GF-HVOF) method to achieve high spatial resolution and highly accurate measurement of 3D flow field structure. First, we propose a novel L1-norm regularization term based on the Helmholtz decomposition theorem to preserve the divergence and vorticity of the fluid flow. Second, we propose a guided-filter-based constraint term using the result of the cross-correlation-based method as the guided flow field to improve the robustness of the optical flow method. Third, we propose a hybrid constraint term based on particle tracking velocimetry (PTV) method and a spatially weighted data term to reduce the effect of ghost particles and discrete errors generated during the reconstruction of particle volumes. The newly proposed hybrid method combines the advantages of optical-flow-based and cross-correlation-based methods and corrects the flow field using the PTV method. Velocity fields are estimated over synthetic and experimental particle volumes. The results show that the newly proposed GF-HVOF method achieves better performance and greater measurement accuracy than existing 3D fluid motion estimation methods.

高空间分辨率和高精度估计三维速度场对于断层粒子图像测速仪(Tomo-PIV)非常重要,尤其是在测量具有精细三维结构的复杂流场时。然而,广泛使用的基于交叉相关的方法空间分辨率有限,而最近开发的基于光流的方法鲁棒性低,对粒子体积重构误差敏感。因此,必须开发出同时具有高分辨率和鲁棒性的三维速度估算方法。在本研究中,我们提出了一种用于 Tomo-PIV 测量的新型速度估计方法,该方法采用基于导向滤波器的三维混合变分光流(GF-HVOF)方法,以实现高空间分辨率和高精度的三维流场结构测量。首先,我们基于亥姆霍兹分解定理提出了一种新的 L1 正则项,以保持流体流动的发散性和涡度。其次,我们提出了一种基于引导滤波的约束项,使用基于交叉相关方法的结果作为引导流场,以提高光流方法的鲁棒性。第三,我们提出了一种基于粒子跟踪测速(PTV)方法和空间加权数据的混合约束项,以减少重构粒子体积过程中产生的幽灵粒子和离散误差的影响。新提出的混合方法结合了基于光流的方法和基于交叉相关的方法的优点,并使用 PTV 方法校正流场。对合成和实验粒子体积的速度场进行了估算。结果表明,与现有的三维流体运动估算方法相比,新提出的 GF-HVOF 方法性能更好,测量精度更高。
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引用次数: 0
Investigating intermittent behaviors in transitional flows using a novel time–frequency-based method 利用基于时间频率的新方法研究过渡流中的间歇行为
IF 2.4 3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2024-08-13 DOI: 10.1007/s00348-024-03863-4
Jibin Joy Kolliyil, Nikhil Shirdade, Melissa C. Brindise

The intermittency characteristics in transitional and turbulent flows can provide critical information on the underlying mechanisms and dynamics. While time–frequency (TF) analysis serves as a valuable tool for assessing intermittency, existing methods suffer from resolution issues and interference artifacts in the TF representation. As a result, no suitable or accepted methods currently exist for assessing intermittency. In this work, we address this gap by presenting a novel TF method—a Fourier-decomposed wavelet-based transform—which yields improved spatial and temporal resolution by leveraging the advantages of both integral transforms and data-driven mode decomposition-based TF methods. Specifically, our method combines a Fourier-windowing component with wavelet-based transforms such as the continuous wavelet transform (CWT) and superlet transform, a super-resolution version of the CWT. Using a peak-detection algorithm, we extract the first, second, and third most dominant instantaneous frequency (IF) components of a signal. We compared the accuracy of our method to traditional TF methods using analytical signals as well as an experimental particle image velocimetry (PIV) dataset capturing transition to turbulence in pulsatile pipe flows. Error analysis with the analytical signals demonstrated that our method maintained superior resolution, accuracy, and, as a result, specificity of the instantaneous frequencies. Additionally, with the pulsatile flow dataset, we demonstrate that IF components of the fluctuating velocities extracted by our method decompose energy cascade components in the flow. Additional investigations into corresponding spatial frequency structures resulted in detailed observations of the inherent scaling mechanisms of transition in pulsatile flows.

过渡流和湍流中的间歇特征可以提供有关其基本机制和动力学的重要信息。虽然时间频率(TF)分析是评估间歇性的重要工具,但现有方法存在分辨率问题和 TF 表示中的干扰假象。因此,目前还没有合适或公认的方法来评估间歇性。在这项工作中,我们提出了一种新颖的 TF 方法--基于小波的傅立叶分解变换,利用积分变换和基于数据驱动模式分解的 TF 方法的优势,提高了空间和时间分辨率,从而弥补了这一不足。具体来说,我们的方法将傅里叶窗口组件与连续小波变换(CWT)和超小波变换(CWT 的超分辨率版本)等基于小波的变换相结合。利用峰值检测算法,我们提取出了信号中第一、第二和第三最主要的瞬时频率(IF)成分。我们使用分析信号以及捕捉脉动管道流向湍流过渡的粒子图像测速仪(PIV)实验数据集,比较了我们的方法与传统 TF 方法的准确性。利用分析信号进行的误差分析表明,我们的方法保持了卓越的分辨率和准确性,并因此保持了瞬时频率的特异性。此外,通过脉动流数据集,我们证明了用我们的方法提取的波动速度的中频成分分解了流动中的能量级联成分。通过对相应空间频率结构的进一步研究,我们详细观察到了脉动流中过渡的内在缩放机制。
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引用次数: 0
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Experiments in Fluids
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