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Numerical analysis of turbulence characteristics in a flat-plate flow with riblets control 波纹控制平板流湍流特性的数值分析
IF 2.3 3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2022-08-26 DOI: 10.1186/s42774-022-00115-z
Yang Zhang, Zhixian Ye, Binghua Li, Lan Xie, Jianfeng Zou, Yao Zheng
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引用次数: 5
Flow field reconstruction and shock train leading edge position detection of scramjet isolation section based on a small amount of CFD data 基于少量CFD数据的超燃冲压发动机隔离段流场重建及激波列车前缘位置检测
IF 2.3 3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2022-08-19 DOI: 10.1186/s42774-022-00121-1
Chen, Hao, Tian, Ye, Guo, Mingming, Le, Jialing, Ji, Yuan, Zhang, Yi, Zhang, Hua, Zhang, Chenlin
Scramjet is the main power device of hypersonic vehicles. With the gradual expansion of wide velocity domain, shock wave/shock wave and shock wave/boundary layer are the main phenomena in scramjet isolator. When the leading edge of the shock train is pushed out from the inlet of the isolator, the engine will not start. Therefore, it is very important to detect the flow field structure in the isolator and the leading edge position of the shock train. The traditional shock train detection methods have low detection accuracy and slow detection speed. This paper describes a method based on deep learning to reconstruct the flow field in the isolator and detect the leading edge of the shock train. Under various back pressure conditions, the flow field images of computational fluid dynamics (CFD) data and the corresponding upper and lower wall pressure data were obtained, and a data set corresponding to pressure and flow field was constructed. By constructing and training convolutional neural networks, a mapping model with pressure information as input and flow field image as output is obtained, and then the leading edge position of shock train is detected on the output flow field image. The experimental results show that the average structure similarity (SSIM) between the reconstructed flow field image and the CFD flow field image is 0.902, the average peak signal-to-noise ratio (PSNR) is 25.289, the average correlation coefficient (CORR) is 0.956, and the root mean square error of shock train leading edge detection is 3.28 mm. Moreover, if the total pressure input is appropriately reduced, the accuracy of flow field reconstruction does not decline significantly, which means that the model has a certain robustness. Finally, in order to improve the detection accuracy of the leading edge position, we fine tuned the model and obtained another detection method, which reduced the root mean square error of the detection results to 1.87 mm.
超燃冲压发动机是高超声速飞行器的主要动力装置。随着宽速度域的逐渐扩大,激波/激波和激波/边界层是超燃冲压发动机隔离器内的主要现象。当减震列车的前缘从隔离器的入口推出时,发动机将无法启动。因此,检测隔振器内的流场结构和激波序列的前缘位置是非常重要的。传统的冲击列车检测方法存在检测精度低、检测速度慢的问题。本文提出了一种基于深度学习的隔离器流场重构和激波前缘检测方法。在不同背压条件下,获得计算流体动力学(CFD)数据的流场图像以及相应的上下壁压力数据,构建压力和流场对应的数据集。通过构造和训练卷积神经网络,得到以压力信息为输入,流场图像为输出的映射模型,然后在输出流场图像上检测激波序列的前缘位置。实验结果表明,重建流场图像与CFD流场图像的平均结构相似度(SSIM)为0.902,平均峰值信噪比(PSNR)为25.289,平均相关系数(CORR)为0.956,激波序列前缘检测的均方根误差为3.28 mm。此外,如果适当减小总压力输入,流场重建的精度不会明显下降,说明模型具有一定的鲁棒性。最后,为了提高前缘位置的检测精度,我们对模型进行了微调,得到了另一种检测方法,将检测结果的均方根误差减小到1.87 mm。
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引用次数: 2
Survey of control techniques to alleviate repercussions of shock-wave and boundary-layer interactions 减轻激波和边界层相互作用影响的控制技术综述
IF 2.3 3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2022-08-18 DOI: 10.1186/s42774-022-00119-9
Jana, Tamal, Kaushik, Mrinal
The primary focus of the present survey is to categorize the results of various investigations on the Shock/Boundary-Layer Interactions (SBLIs), their repercussions, and the effective ways to control them. The interactions of shock waves with the boundary layer are an important area of research due to their ubiquity in several applications ranging from transonic to hypersonic flows. Therefore, there is a need for a detailed inspection to understand the phenomena to predict its characteristics with certain accuracy. Considering this in mind, this article presents some key features of the physical nature of SBLIs, their consequences, and the control techniques in a sequential manner; in particular, the passive control techniques for the supersonic and hypersonic intakes are reviewed in detail. 1. Shock/Boundary-Layer Interactions (SBLIs) and their consequences in high-speed aircraft are reviewed. 2. Various active and passive control strategies that have been used to mitigate the effects of SBLI are addressed. 3. The efficacy of Porous Cavity and Micro-Vortex Generators in controlling SBLI is described in detail.
本调查的主要焦点是对激波/边界层相互作用(SBLIs)的各种调查结果进行分类,它们的影响,以及控制它们的有效方法。激波与边界层的相互作用是一个重要的研究领域,因为它们普遍存在于从跨声速到高超声速的各种应用中。因此,有必要进行详细的考察,了解现象,以准确地预测其特征。考虑到这一点,本文以顺序的方式介绍了sbli物理性质的一些关键特征、它们的后果和控制技术;重点介绍了超声速和高超声速进气道的被动控制技术。1. 综述了高速飞机中激波/边界层相互作用及其后果。2. 讨论了用于减轻SBLI影响的各种主动和被动控制策略。3. 详细介绍了多孔空腔和微涡发生器控制SBLI的效果。
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引用次数: 2
A symmetry-based length model for characterizing the hypersonic boundary layer transition on a slender cone at moderate incidence 中等入射下细长锥上高超声速边界层过渡的对称长度模型
IF 2.3 3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2022-07-08 DOI: 10.1186/s42774-022-00116-y
Bi, Wei-Tao, Wei, Zhou, Zheng, Ke-Xin, She, Zhen-Su
The hypersonic boundary layer (HBL) transition on a slender cone at moderate incidence is studied via a symmetry-based length model: the SED-SL model. The SED-SL specifies an analytic stress length function (which defines the eddy viscosity) describing a physically sound two-dimensional multi-regime structure of transitional boundary layer. Previous studies showed accurate predictions, especially on the drag coefficient, by the SED-SL for airfoil flows at different subsonic Mach numbers, Reynolds numbers and angles of attack. Here, the SED-SL is extended to compute the hypersonic heat transfer on a 7 ∘ half-angle straight cone at Mach numbers 6 and 7 and angles of attack from 0 ∘ to 6 ∘. It is shown that a proper setting of the multi-regime structure with three parameters (i.e. a transition center, an after-transition near-wall eddy length, and a transition width quantifying transition overshoot) yields an accurate description of the surface heat fluxes measured in wind tunnels. Uniformly good agreements between simulations and measurements are obtained from windward to leeward side of the cone, implying the validity of the multi-regime description of the transition independent of instability mechanisms. It is concluded that a unified description for the HBL transition of cone is found, and might offer a basis for developing a new transition model that is simultaneously of computational simplicity, sound physics and greater accuracy.
采用基于对称长度模型的SED-SL模型研究了中等入射角细长锥上的高超声速边界层转捩问题。SED-SL指定了一个解析应力长度函数(它定义了涡流粘度),描述了一个物理上健全的二维多态过渡边界层结构。以前的研究表明,准确的预测,特别是对阻力系数,由SED-SL翼型流动在不同的亚音速马赫数,雷诺数和攻角。在这里,SED-SL被扩展到计算马赫数为6和7的7°半角直锥以及0到6°攻角的高超声速传热。结果表明,适当设置具有三个参数的多态结构(即过渡中心、过渡后近壁涡长度和量化过渡超调的过渡宽度)可以准确描述风洞中测量的表面热通量。从锥的迎风面到背风面,模拟和测量结果一致,表明了独立于不稳定机制的过渡多态描述的有效性。结论为建立计算简单、物理性能好、精度高的锥体HBL跃迁模型提供了理论基础。
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引用次数: 3
Correction: Particle reconstruction of volumetric particle image velocimetry with the strategy of machine learning 更正:使用机器学习策略对体积粒子图像测速仪进行粒子重建
IF 2.3 3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2022-07-04 DOI: 10.1186/s42774-022-00118-w
Q. Gao, Shaowu Pan, Hongping Wang, R. Wei, Jinjun Wang
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引用次数: 0
Adaptive local discontinuous Galerkin methods with semi-implicit time discretizations for the Navier-Stokes equations Navier-Stokes方程半隐时间离散的自适应局部不连续Galerkin方法
IF 2.3 3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2022-06-01 DOI: 10.1186/s42774-022-00110-4
Xiang-Yun Meng, Yan Xu
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引用次数: 1
Assessing aerodynamic loads on low-rise buildings considering Reynolds number and turbulence effects: a review 考虑雷诺数和湍流效应的低层建筑气动载荷评估综述
IF 2.3 3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2022-06-01 DOI: 10.1186/s42774-022-00114-0
Khaled, Md Faiaz, Aly, Aly Mousaad
This paper presents an extensive review of existing techniques used in estimating design wind pressures considering Reynolds number and turbulence effects, as well as a case study of a reference building investigated experimentally. We shed light on the limitations of current aerodynamic testing techniques, provisions in design standards, and computational fluid dynamics (CFD) methods to predict wind-induced pressures. The paper highlights the reasons for obstructing the standardization of the wind tunnel method. Moreover, we introduce improved experimental and CFD techniques to tackle the identified challenges. CFD provides superior and efficient performance by employing wall-modeled large-eddy simulation (WMLES) and hybrid RANS-LES models. In addition, we tested a large-scale building model and compared the results with published small-scale data. The findings reinforce our hypothesis concerning the scaling issues and Reynolds number effects in aerodynamic testing.
本文对考虑雷诺数和湍流效应的设计风压估算的现有技术进行了广泛的回顾,并对一个参考建筑进行了实验研究。我们阐明了当前空气动力学测试技术的局限性,设计标准的规定,以及计算流体动力学(CFD)方法来预测风致压力。重点分析了阻碍风洞法标准化的原因。此外,我们引入了改进的实验和CFD技术来解决已确定的挑战。通过采用壁面大涡模拟(WMLES)和混合ranss - les模型,CFD提供了优越而高效的性能。此外,我们测试了一个大尺度的建筑模型,并将结果与已发表的小尺度数据进行了比较。这些发现强化了我们关于气动测试中尺度问题和雷诺数效应的假设。
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引用次数: 5
Notes on the hypersonic boundary layer transition 关于高超声速边界层过渡的注意事项
IF 2.3 3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2022-05-20 DOI: 10.1186/s42774-022-00117-x
Zhu, Wenkai
A brief discussion is given in this note to clarify the transition path of the hypersonic boundary layer. The first mode plays an important role in the hypersonic boundary layer transition and should not be ignored. The second mode may enhance the boundary layer transition, but it is not the decisive factor affecting the transition.
本文简要讨论了高超声速边界层的过渡路径。第一模态在高超声速边界层转捩中起着不可忽视的重要作用。第二模可以增强边界层的过渡,但不是影响过渡的决定性因素。
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引用次数: 1
A parallel methodology of adaptive Cartesian grid for compressible flow simulations 可压缩流动模拟的自适应笛卡尔网格并行方法
IF 2.3 3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2022-05-06 DOI: 10.1186/s42774-022-00108-y
Qi, Xinyu, Yang, Yuchen, Tian, Linlin, Wang, Zhenming, Zhao, Ning
The combination of Cartesian grid and the adaptive mesh refinement (AMR) technology is an effective way to handle complex geometry and solve complex flow problems. Some high-efficiency Cartesian-based AMR libraries have been developed to handle dynamic changes of the grid in parallel but still can not meet the unique requirements of simulating flow around objects. In this paper, we propose an efficient Cartesian grid generation method and an information transmission approach for the wall boundary to parallelize the implementation of ghost-cell method (GCM). Also, the multi-valued ghost-cell method to handle multi-value points is improved to adapt to the parallel framework. Combining the mentioned methodologies with the open-source library p4est, an automatic and efficient simulation of compressible flow is achieved. The overall performance of the methodology is tested through a wide range of inviscid/viscous flow cases. The results indicate that the capability and parallel scalability of the present numerical methodology for solving multiple types of flows, involving shock and vortices, multi-body flow and unsteady flows are agreeable as compared with related reference data.
将笛卡尔网格与自适应网格细化(AMR)技术相结合是处理复杂几何和求解复杂流动问题的有效途径。虽然已经开发了一些高效的基于笛卡尔的AMR库来并行处理网格的动态变化,但仍然不能满足模拟物体周围流动的独特要求。在本文中,我们提出了一种高效的笛卡尔网格生成方法和一种墙边界的信息传输方法,以并行化鬼细胞法的实现。同时,改进了处理多值点的多值鬼cell方法,使之适应并行框架。将上述方法与开源库p4est相结合,实现了可压缩流的自动、高效模拟。该方法的总体性能通过广泛的无粘/粘性流动情况进行了测试。结果表明,与相关参考数据相比,该数值方法具有较好的求解激波和旋涡、多体流和非定常流等多类型流动的能力和并行可扩展性。
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引用次数: 1
Review of vortex methods for rotor aerodynamics and wake dynamics 旋翼空气动力学和尾迹动力学中旋涡方法的综述
IF 2.3 3区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2022-05-02 DOI: 10.1186/s42774-022-00111-3
Lee, H., Sengupta, B., Araghizadeh, M. S., Myong, R. S.
Electric vertical take-off and landing (eVTOL) aircraft with multiple lifting rotors or prop-rotors have received significant attention in recent years due to their great potential for next-generation urban air mobility (UAM). Numerical models have been developed and validated as predictive tools to analyze rotor aerodynamics and wake dynamics. Among various numerical approaches, the vortex method is one of the most suitable because it can provide accurate solutions with an affordable computational cost and can represent vorticity fields downstream without numerical dissipation error. This paper presents a brief review of the progress of vortex methods, along with their principles, advantages, and shortcomings. Applications of the vortex methods for modeling the rotor aerodynamics and wake dynamics are also described. However, the vortex methods suffer from the problem that it cannot deal with the nonlinear aerodynamic characteristics associated with the viscous effects and the flow behaviors in the post-stall regime. To overcome the intrinsic drawbacks of the vortex methods, recent progress in a numerical method proposed by the authors is introduced, and model validation against experimental data is discussed in detail. The validation works show that nonlinear vortex lattice method (NVLM) coupled with vortex particle method (VPM) can predict the unsteady aerodynamic forces and complex evolution of the rotor wake.
近年来,具有多个升力旋翼或螺旋桨旋翼的电动垂直起降(eVTOL)飞机因其在下一代城市空中机动(UAM)方面的巨大潜力而受到广泛关注。数值模型已被开发并验证为分析旋翼空气动力学和尾流动力学的预测工具。在各种数值方法中,涡旋法是最合适的一种方法,因为它可以以低廉的计算成本提供准确的解,并且可以表示下游的涡度场,没有数值耗散误差。本文简要介绍了涡旋法的研究进展,以及它们的原理、优缺点。本文还介绍了旋翼空气动力学和尾迹动力学建模中涡旋方法的应用。然而,涡旋方法存在着不能处理与粘性效应和失速后流动特性相关的非线性气动特性的问题。为了克服涡旋方法固有的缺陷,介绍了作者提出的一种数值方法的最新进展,并详细讨论了模型与实验数据的验证。验证结果表明,非线性涡点阵法(NVLM)与涡质点法(VPM)相结合可以预测旋翼尾迹的非定常气动力和复杂演化过程。
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引用次数: 3
期刊
Advances in Aerodynamics
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