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Experimental Study of Dynamic Icing Process on a Pitot Probe Model 皮托管探针模型动态结冰过程的实验研究
IF 2.1 4区 工程技术 Q4 ENGINEERING, MECHANICAL Pub Date : 2023-02-01 DOI: 10.2514/1.t6782
Haiyang Hu, Faisal Al-Masri, L. Tian, Hui Hu
An experimental study was conducted to characterize the dynamic ice accretion process over the surface of a typical aeronautic Pitot probe model under different icing conditions. The experimental study was conducted in the Icing Research Tunnel available at Iowa State University. While a high-speed imaging system was used to record the dynamic ice accretion process, a three-dimensional (3D) scanning system was also used to measure the 3D shapes of the ice layers accreted on the test model. While opaque and grainy ice structures were found to accrete mainly along the wedge-shaped lip of the front port and over the front surface of the probe holder under a dry rime icing condition, much more complicated ice structures with transparent and glazy appearance were observed to cover almost entire surface of the Pitot probe under a wet glaze icing condition. While a flower-like ice structure was found to grow rapidly along the front port lip, multiple irregular-shaped ice structures accreted over the probe holder under a mixed icing condition. The characteristics of the icing process under different icing conditions were compared in terms of 3D shapes of the ice structures, the profiles of the accreted ice layers, the ice blockage to the front port, and the total ice mass on the Pitot probe model. The acquired ice accretion images were correlated with the 3D ice shape measurements to elucidate the underlying icing physics.
对不同结冰条件下典型航空皮托探测器模型表面的动态积冰过程进行了实验研究。实验研究是在爱荷华州立大学的结冰研究隧道中进行的。在使用高速成像系统记录动态积冰过程的同时,还使用三维(3D)扫描系统测量试验模型上积冰层的3D形状。虽然在干霜结冰条件下,发现不透明和颗粒状的冰结构主要沿着前端口的楔形唇缘和探头支架的前表面堆积,但在湿釉结冰条件下观察到具有透明和光滑外观的更复杂的冰结构几乎覆盖了皮托管探头的整个表面。虽然发现一个花朵状的冰结构沿着前端口边缘快速生长,但在混合结冰条件下,多个不规则形状的冰结构在探针支架上堆积。比较了不同结冰条件下结冰过程的特征,包括冰结构的三维形状、堆积冰层的轮廓、前端口的冰堵塞以及皮托探测器模型上的总冰质量。获取的积冰图像与3D冰形测量值相关联,以阐明潜在的结冰物理。
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引用次数: 0
Mixed-Convection Coupled with Thermal-Radiation in a Ventilated Horizontal Channel Containing Different Electronic Components 含有不同电子元件的通风水平通道中的混合对流与热辐射耦合
IF 2.1 4区 工程技术 Q4 ENGINEERING, MECHANICAL Pub Date : 2023-01-16 DOI: 10.2514/1.t6659
R. Hidki, L. El moutaouakil, M. Boukendil, Z. Charqui, Z. Zrikem
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引用次数: 0
Magnetohydrodynamics Natural Convection Inside an Annulus Equipped with Fins 带翅片环空内部的磁流体力学自然对流
IF 2.1 4区 工程技术 Q4 ENGINEERING, MECHANICAL Pub Date : 2023-01-16 DOI: 10.2514/1.t6696
Ahad Abedini Esfahlani, H. Kargarsharifabad
In this paper, magnetohydrodynamics natural convection inside an annulus equipped with fins is studied numerically. The impact of various parameters such as the angle of the fin, length of the fin, and the Hartmann number on the flow and heat transfer characteristics are studied. The governing equations are discretized using a finite volume technique at a fixed value of the Rayleigh number ([Formula: see text]), while the Hartmann number is in the range of 0–100. The results show that increasing the angle of the fin ([Formula: see text]) for a specific value of the fin length ([Formula: see text]) results in decreasing the heat transfer except [Formula: see text] due to some created small vortices. Moreover, the Nusselt number is reduced by increasing the Hartmann number. For all ranges of the Hartmann number from 0 to 100, the change in the Nusselt number is at maximum when [Formula: see text].
本文对带翅片环空内的自然对流磁流体力学进行了数值研究。研究了翅片角度、翅片长度、哈特曼数等参数对流动和换热特性的影响。控制方程采用有限体积技术在固定的瑞利数([公式:见文])下离散,而哈特曼数在0-100范围内。结果表明,在一定的翅片长度([公式:见文])下,增加翅片的角度([公式:见文]),除了[公式:见文]会产生一些小涡外,传热都有所减少。此外,通过增加Hartmann数来减小Nusselt数。在哈特曼数从0到100的所有范围内,当[公式:见文]时,努塞尔数的变化最大。
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引用次数: 0
Melting Processes of Phase Change Material in Sidewall-Heated Cavity 相变材料在侧壁加热腔内的熔化过程
IF 2.1 4区 工程技术 Q4 ENGINEERING, MECHANICAL Pub Date : 2023-01-03 DOI: 10.2514/1.t6705
Y. Li, G. Su
Melting processes of phase change material (PCM) confined in a rectangular cavity with an isothermal vertical wall are investigated to quantify the transition criterion between different melting regimes. A series of numerical simulations are conducted via the phase-change lattice Boltzmann method, and the results show that the temperature field in the liquid PCM region changes from the structure with two thermal boundary layers to the structure with two thermal boundary layers plus a convection region. Moreover, the results also indicate that the heat transfer mechanism undergoes a transition from conduction to convection when the relative thickness between the convention region and the thermal boundary reaches a critical value. This value (transition criterion) can be quantified by the critical melted volume fraction, and its dependence on Rayleigh number, Prandtl number, and aspect ratio of cavity is theoretically derived in this study. Then, based on the transition criterion, a piecewise correlation of melted volume fraction is proposed, which considers the effect of different melting regimes and is proven to predict the literature’s result.
研究了相变材料(PCM)在等温垂直壁矩形腔内的熔化过程,量化了不同熔化状态之间的过渡准则。采用相变晶格玻尔兹曼方法进行了一系列数值模拟,结果表明,液体PCM区域的温度场由双热边界层结构转变为双热边界层加对流区结构。此外,研究结果还表明,当常规区与热边界之间的相对厚度达到临界值时,传热机制经历了从传导到对流的过渡。该值(过渡准则)可用临界熔体体积分数来量化,并从理论上推导了临界熔体体积分数与瑞利数、普朗特数和空腔长径比的关系。然后,在过渡准则的基础上,提出了熔体体积分数的分段相关性,该相关性考虑了不同熔点的影响,并被证明可以预测文献的结果。
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引用次数: 0
Heat Flux Identification of Aircraft Structure with Artificial Neural Network Compensation 基于人工神经网络补偿的飞机结构热流识别
IF 2.1 4区 工程技术 Q4 ENGINEERING, MECHANICAL Pub Date : 2023-01-02 DOI: 10.2514/1.t6680
Tingting Wu, C. Zhang, H. Ji, Yupeng Zhang, C. Tao, J. Qiu
Aerodynamic heating measurement of reusable hypersonic vehicles has always been an important aspect of hypersonic vehicle design. In this paper, a mechanistic-model-based heat flux identification method with artificial neural network (ANN) compensation is established to determine the spatially distributed heat flux of the aircraft structure. A one-dimensional heat conduction model is used to estimate heat flux by a robust and efficient algorithm integrating Tikhonov regularization with Levenberg–Marquardt method. The one-dimensional estimated heat flux has large errors for not considering multidimensional heat conduction effects. The proposed mechanistic-model-based method is then utilized to compensate the multidimensional heat conduction by ANN. The performance of the proposed method will be assessed by the determination of the heat flux of a two-dimensional plate and aircraft structure. Results show that compared with the one-dimensional inversion results, ANN compensation method can significantly improve the accuracy of estimated heat flux and is also applicable for larger levels of heat flux. The proposed compensation method is an effective technique to identify the nonuniform surface heat flux of multidimensional structures.
可重复使用高超声速飞行器气动加热测量一直是高超声速飞行器设计的一个重要方面。为了确定飞机结构空间分布的热流密度,建立了一种基于力学模型的人工神经网络补偿热流密度辨识方法。利用一维热传导模型,结合Tikhonov正则化和Levenberg-Marquardt方法,提出了一种鲁棒高效的热流估计算法。由于不考虑多维热传导效应,一维热流估计误差较大。然后利用基于力学模型的方法,利用人工神经网络对多维热传导进行补偿。所提出的方法的性能将通过确定二维板和飞机结构的热通量来评估。结果表明,与一维反演结果相比,人工神经网络补偿方法可以显著提高估算热流密度的精度,也适用于更大的热流密度。所提出的补偿方法是一种有效的识别多维结构非均匀表面热流的方法。
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引用次数: 1
Investigation into Effect of Residence Time on Cooling Characteristics of RP-3 停留时间对RP-3冷却特性影响的研究
IF 2.1 4区 工程技术 Q4 ENGINEERING, MECHANICAL Pub Date : 2023-01-02 DOI: 10.2514/1.t6556
Yifeng Zhang, Yong Cao, Yu Feng, Deming Zhang, J. Qin
Efficient utilization of chemical heat sinks and enhancement of heat transfer are key issues for the thermal protection of advanced hypersonic flight vehicles. However, the influences of residence time on the pyrolysis and convection heat transfer of hydrocarbon fuel are different, which is important for the design and optimization of cooling systems. Therefore, a multidimensional numerical simulation model based on a molecular reaction model of aviation kerosene, RP-3, is established. This model reveals that the residence time has a great influence on the heat sink and heat transfer characteristics under the supercritical condition. With the increase of the residence time, the chemical heat sink and physical heat sink increase, whereas the convective heat transfer coefficient decreases. The heat transfer is not only affected by flow structures but also by the ratio of the chemical heat sink to the physical heat sink. With the increase of the residence time, this ratio first increases and then decreases. It has a maximum value, and the residence time corresponding to this maximum value is exactly the residence time when the total chemical heat sink rate reaches the maximum. A correlation predicting the maximum heat sink ratio is proposed based on these data.
高效利用化学散热器和增强传热是先进高超音速飞行器热防护的关键问题。然而,停留时间对碳氢燃料热解和对流传热的影响是不同的,这对冷却系统的设计和优化很重要。因此,建立了一个基于航空煤油分子反应模型RP-3的多维数值模拟模型。该模型表明,在超临界条件下,停留时间对散热器和传热特性有很大影响。随着停留时间的增加,化学散热器和物理散热器增大,而对流传热系数减小。传热不仅受流动结构的影响,还受化学散热器与物理散热器的比例的影响。随着停留时间的增加,该比例先增大后减小。它有一个最大值,与该最大值对应的停留时间正是总化学散热器速率达到最大值时的停留时间。基于这些数据,提出了预测最大散热器比的相关性。
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引用次数: 2
Numerical Modeling of Electric Discharges Generated in Supersonic Flows 超声速流动中放电的数值模拟
IF 2.1 4区 工程技术 Q4 ENGINEERING, MECHANICAL Pub Date : 2023-01-02 DOI: 10.2514/1.t6509
Alexander Nekris, P. Gnemmi, C. Mundt
A numerical solver is developed for the modeling of electric discharges in high-speed flows. For the formulation of the physicochemical model, common electric discharge modeling approaches are combined with detailed models for nonequilibrium aerothermodynamics and finite-rate chemical kinetics. The physicochemical model is based on the single-fluid assumption and takes into account the thermal and chemical nonequilibria in the gas mixture. For the numerical implementation, the finite-volume-based open-source CFD software package OpenFOAM is used. The verification of the calculation models for thermodynamic and transport properties as well as finite-rate chemical kinetics is carried out by means of one-dimensional simulations. The first validation of the solver is carried out by means of a three-dimensional simulation of an electric discharge with a constant input power of 10 kW generated on the surface of a wedge in a supersonic nitrogen flow. The numerically obtained results are compared with corresponding experimental measurements and theoretical calculations and show a fair agreement. The numerically calculated maximum temperature values, for example, are 20–40% above the measured values. However, it should be noted that the experimentally obtained values represent a spatial integration over the entire measurement volume and therefore do not indicate maximum temperature values.
提出了一种高速流动放电数值求解方法。对于物理化学模型的建立,将常见的放电建模方法与非平衡气热动力学和有限速率化学动力学的详细模型相结合。物理化学模型基于单一流体假设,并考虑了气体混合物中的热非平衡和化学非平衡。数值实现采用基于有限体积的开源CFD软件包OpenFOAM。通过一维模拟对热力学、输运性质和有限速率化学动力学计算模型进行了验证。求解器的第一次验证是通过在超音速氮气流中楔形表面产生恒定输入功率为10 kW的放电的三维模拟来进行的。将数值计算结果与相应的实验测量和理论计算结果进行了比较,结果符合较好。例如,数值计算的最高温度值比实测值高20-40%。然而,应该注意的是,实验获得的值代表了整个测量体积的空间积分,因此不能表示最高温度值。
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引用次数: 0
Machine Learning Strategy for Wall Heat Flux Prediction in Aerodynamic Heating 气动加热壁热流预测的机器学习策略
IF 2.1 4区 工程技术 Q4 ENGINEERING, MECHANICAL Pub Date : 2023-01-01 DOI: 10.2514/1.t6675
Gang Dai, Wenwen Zhao, Shaobo Yao, Weifang Chen
The efficient and accurate prediction of the aeroheating performance of hypersonic vehicles is a challenging task in the thermal protection system structure design process, which is greatly affected by grid distribution, numerical schemes, and iterative steps. From the inspiration of the theoretical analysis and machine learning strategy, a new wall heat flux prediction framework is proposed first by establishing the relationship between the wall heat flux and the flow variables at an extreme temperature point (ETP) in the normal direction of the corresponding wall grid cell, which is named the machine learning (ML)-ETP method. In the training phase, the flow properties and their gradients at the ETP and the distance from the ETP normal to the wall are employed as feature values, and the accurate wall heat flux predicted by the converged fine grid is regarded as the tag value. With the assistance of the trained regression model, the heat flux of the same configuration with a coarse grid in the wall-normal direction could be predicted accurately and efficiently. Moreover, test cases of different configurations and inflow conditions with a coarse grid are also carried out to assess the model’s generalization performance. All comparison results demonstrate that the ML-ETP strategy could predict wall heat flux more rapidly and accurately than the traditional numerical method due to its nonstrict grid distribution requirements. The improvement of the predictive capability of the coarse-graining model could make the ML-ETP method an effective tool in hypersonic engineering applications, especially for unsteady ablation simulations or aerothermal optimizations.
在高超声速飞行器热防护系统结构设计过程中,受网格分布、数值格式和迭代步骤的影响较大,如何高效、准确地预测热防护性能是一项具有挑战性的任务。在理论分析和机器学习策略的启发下,首先通过建立壁面热流密度与相应壁面网格单元法线方向极端温度点(ETP)的流动变量之间的关系,提出了一种新的壁面热流密度预测框架,并将其命名为机器学习-ETP方法。在训练阶段,将ETP处的流动特性及其梯度和ETP法线到壁面的距离作为特征值,将收敛细网格预测的壁面精确热流密度作为标记值。利用训练好的回归模型,可以准确、高效地预测具有粗网格的相同结构的壁面法向热流密度。此外,还进行了不同配置和粗网格入流条件下的测试用例,以评估模型的泛化性能。对比结果表明,由于ML-ETP策略对网格分布的要求不严格,因此可以比传统数值方法更快、更准确地预测壁面热流密度。粗粒模型预测能力的提高可以使ML-ETP方法成为高超声速工程应用的有效工具,特别是用于非定常烧蚀模拟或气动热优化。
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引用次数: 0
Application of Reflected Shock Wave Configuration to Validate Nonequilibrium Models of Reacting Air 反射激波构型在反应空气非平衡模型验证中的应用
IF 2.1 4区 工程技术 Q4 ENGINEERING, MECHANICAL Pub Date : 2023-01-01 DOI: 10.2514/1.t6630
S. Gimelshein, Jesse W. Streicher, Ajay Krish, R. Hanson, I. Wysong
The direct simulation Monte Carlo (DSMC) method is used to model transient thermal and chemical relaxation behind reflected shock waves in oxygen–argon and air mixtures under conditions reproducing earlier shock-tube experiments. Two vibration–translation and three popular DSMC chemical reaction models are tested. Where possible, model parameters are adjusted to match equilibrium and nonequilibrium [Formula: see text] relaxation times and reaction rates. A number of factors that impact relaxation and reaction model validation are examined, including gas–surface interactions, time-varying freestream properties, location of the observation point, electronic excitation, and nonequilibrium populations of vibrational states probed in the experiments. Comparison of numerical and experimental results has demonstrated that the reflected shock configuration is a platform very convenient for validation and analysis of high-temperature chemical reaction models. Computations have shown that the Bias reaction model is superior to the total collision energy and quantum kinetic models, providing reasonable agreement with measured absorbance time histories and [Formula: see text] vibrational temperatures in oxygen–argon mixtures and pure [Formula: see text]. There are some modeling-versus-experiment differences observed for air that may warrant additional studies focused on Zeldovich reaction rates and oxygen–nitrogen vibrational excitation and nonequilibrium dissociation rate.
在重现早期冲击管实验的条件下,使用直接模拟蒙特卡罗(DSMC)方法对氧-氩和空气混合物中反射冲击波背后的瞬态热弛豫和化学弛豫进行建模。测试了两个振动-平移和三个流行的DSMC化学反应模型。在可能的情况下,调整模型参数以匹配平衡和非平衡[公式:见正文]弛豫时间和反应速率。研究了影响弛豫和反应模型验证的许多因素,包括气体-表面相互作用、时变自由流特性、观察点的位置、电子激发和实验中探测的振动态的非平衡布居。数值和实验结果的比较表明,反射激波形态是一个非常方便验证和分析高温化学反应模型的平台。计算表明,Bias反应模型优于总碰撞能和量子动力学模型,与氧-氩混合物和纯[公式:见正文]中测得的吸收时间历程和[公式:参见正文]振动温度具有合理的一致性。在空气中观察到的建模与实验之间存在一些差异,这可能需要对Zeldovich反应速率、氧-氮振动激发和非平衡离解速率进行额外的研究。
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引用次数: 0
Flow-Induced Vibration and Heat Transfer Analysis for a Novel Hollow Heat Exchanger 新型中空换热器的流激振动及传热分析
4区 工程技术 Q4 ENGINEERING, MECHANICAL Pub Date : 2023-01-01 DOI: 10.2514/1.t6588
Yaru Sun, Jiadong Ji, Zisen Hua, Runmiao Gao, Chengjun Wang
A novel hollow shell-and-tube heat exchanger with helical elastic coiled tubes was designed to improve the overall heat transfer performance. Different numbers of helical baffles installed on the hollow helical elastic tubes (HHETs) heat exchanger were compared with the HHET heat exchanger without a baffle. The fluid–solid coupling method was provided to study the effects of the entrance velocity and baffle number on the performances of heat transfer and vibration-enhanced heat transfer. Based on the numerical results, the performances of vibration and heat transfer become more obvious by increasing the entrance velocity. Compared with the HHET heat exchanger without a baffle, adding a baffle or baffles on the HHET heat exchanger can remarkably make the fluid flow more consistent. Whereas a higher number of baffles can weaken the vibration and heat transfer performance of the novel heat exchange, the performance evaluation criteria of the HHET heat exchanger with one baffle, two baffles, and four baffles is improved by 2.04, 4.37, and 2.3%, respectively. It indicates that adding a baffle or baffles to the novel heat exchanger can effectively improve the overall thermal and hydraulic characteristics of the novel heat exchanger.
为了提高换热器的整体传热性能,设计了一种新型的螺旋弹性盘管空心壳管换热器。对中空螺旋弹性管换热器与不安装折流板的中空螺旋弹性管换热器进行了比较。采用流固耦合的方法研究了入口速度和挡板数对换热性能和振动强化换热性能的影响。数值结果表明,随着入口速度的增大,振动和换热性能更加明显。与不加折流板的het换热器相比,在het换热器上加一个或多个折流板可以显著地使流体流动更加均匀。较高的挡板数量会削弱新型换热器的振动和换热性能,而单挡板、双挡板和四挡板的HHET换热器的性能评价标准分别提高了2.04、4.37和2.3%。表明在新型换热器中增加一个或多个挡板可以有效地改善新型换热器的整体热工特性和水力特性。
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引用次数: 2
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Journal of Thermophysics and Heat Transfer
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