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Scale Effects in Wind Tunnel Testing: Extrapolation of the Drag Coefficient 风洞试验中的规模效应:阻力系数外推法
IF 2.2 3区 工程技术 Q2 ENGINEERING, AEROSPACE Pub Date : 2024-05-28 DOI: 10.2514/1.c037907
Lance W. Traub
Journal of Aircraft, Ahead of Print.
飞机杂志》,提前出版。
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引用次数: 0
Aerodynamic Modeling of a Missile Combining Transfer Learning and Dendritic Net 结合迁移学习和树枝状网的导弹空气动力学建模
IF 2.2 3区 工程技术 Q2 ENGINEERING, AEROSPACE Pub Date : 2024-05-14 DOI: 10.2514/1.c037865
Zijian Ni, Shiwei Chen, Zejun Zhu, Wei Wang
Journal of Aircraft, Ahead of Print.
飞机杂志》,提前出版。
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引用次数: 0
Actuator Surface Modeling of Rotors at the Ship–Helicopter Dynamic Interface 船舶-直升机动态界面上的旋翼致动器表面建模
IF 2.2 3区 工程技术 Q2 ENGINEERING, AEROSPACE Pub Date : 2024-05-13 DOI: 10.2514/1.c037034
Daniel Linton, Ben Thornber
Journal of Aircraft, Ahead of Print.
飞机杂志》,提前出版。
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引用次数: 0
Performance Improvement of Winged Compound Helicopter Due to Differential Flap Deflections 差异襟翼挠度改善翼型复合直升机的性能
IF 2.2 3区 工程技术 Q2 ENGINEERING, AEROSPACE Pub Date : 2024-05-08 DOI: 10.2514/1.c037307
Hideaki Sugawara, Yasutada Tanabe, Masaharu Kameda

A lift-offset system for a single-rotor-type compound helicopter is proposed to improve the aerodynamic performance in high-speed flight. The proposed system utilizes the differential flap deflections on the fixed wings to produce a rolling moment, which is counteracted by the single main rotor, causing the rotor to operate in a lift-offset state. The performance of the proposed system is evaluated through numerical simulations. At first, the effect of lift offset with regard to lift-share ratio on the rotor performance is investigated. Then, the impact of lift offset due to the differential flaps on the overall effective lift-to-drag ratio is studied. The results show that the lift offset significantly improves the rotor performance and the overall effective lift-to-drag ratios, especially at larger rotor lift-share ratios. The overall effective lift-to-drag ratio increases by 10% due to the differential flaps compared to the zero-flap deflections. It is concluded that the lift offset due to the differential flaps achieves more efficient cruising flight for a single-rotor-type compound helicopter.

提出了一种单旋翼复合直升机升力偏置系统,以改善高速飞行时的气动性能。该系统利用固定翼上的襟翼偏转差产生滚动力矩,由单旋翼主旋翼抵消,使旋翼处于升力偏移状态。通过数值模拟评估了拟议系统的性能。首先,研究了升力偏移与升力共享比对转子性能的影响。然后,研究了差动襟翼导致的升力偏移对整体有效升阻比的影响。结果表明,升力偏移显著改善了转子性能和整体有效升阻比,尤其是在转子升力共享比较大的情况下。与零襟翼偏转相比,差动襟翼使整体有效升阻比提高了 10%。结论是,差动襟翼导致的升力偏移可使单旋翼复合直升机实现更高效的巡航飞行。
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引用次数: 0
Machine Learning Models for Multirotor Performance Prediction 用于多旋翼飞行器性能预测的机器学习模型
IF 2.2 3区 工程技术 Q2 ENGINEERING, AEROSPACE Pub Date : 2024-05-06 DOI: 10.2514/1.c037460
Jason Cornelius, Sven Schmitz
Journal of Aircraft, Ahead of Print.
飞机杂志》,提前出版。
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引用次数: 0
Propeller Ceiling Effect in Forward Flight 正向飞行中的螺旋桨升限效应
IF 2.2 3区 工程技术 Q2 ENGINEERING, AEROSPACE Pub Date : 2024-05-02 DOI: 10.2514/1.c037779
Jielong Cai, Sidaard Gunasekaran

The study extends the investigation of the fixed-pitch small-scale propeller in the ceiling effect to forward flight conditions at different propeller incidence angles. Force-based experiments, phase-locked particle image velocimetry (PIV), and surface oil flow visualization were conducted on two APC propellers at the University of Dayton Low Speed Wind Tunnel. For propellers in edgewise flight, the power required at constant thrust decreases at small advance ratios for each h/D and then increases with a further increase in the advance ratio. Tilting the propeller forward reduces the ceiling effect benefits in both thrust and power, particularly at higher advance ratios. Performance similarity in the propeller ceiling effect at different h/D is observed, and a performance prediction method is proposed. Phase-locked PIV showed an increase in the propeller inflow angle in the ceiling effect at small advance ratios, resulting in higher thrust generation. This effect reduces with an increase in the advance ratio due to minimized interactions with the ceiling plate. Hence, the measured propeller in-ceiling-effect (ICE) propeller performance cannot represent the propeller ICE performance at a higher forward flight speed. Additionally, PIV and surface flow visualization indicated the presence of a stagnation point on the ceiling plate near the trailing side of the propeller disk at higher advance ratios, leading to a reduction in propeller thrust generation.

该研究将天花板效应中固定螺距小型螺旋桨的研究扩展到了不同螺旋桨入射角的前向飞行条件。在代顿大学低速风洞对两个 APC 螺旋桨进行了基于力的实验、锁相粒子图像测速(PIV)和表面油流可视化。对于边缘飞行的螺旋桨,在每个 h/D 的小推进比下,恒定推力所需的功率会降低,然后随着推进比的进一步增加而增加。螺旋桨前倾会减少推力和功率方面的天花板效应效益,尤其是在较高推进比时。观察到了不同 h/D 下螺旋桨顶棚效应的性能相似性,并提出了一种性能预测方法。锁相 PIV 显示,在较小推进比时,螺旋桨流入角在顶棚效应中会增大,从而产生更大的推力。由于与顶板的相互作用最小,这种效应随着推进比的增加而减弱。因此,测得的螺旋桨顶棚效应(ICE)性能不能代表螺旋桨在更高前进飞行速度下的 ICE 性能。此外,PIV 和表面流可视化显示,在较高推进比时,螺旋桨盘尾部附近的顶板上存在一个停滞点,导致螺旋桨产生的推力减小。
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引用次数: 0
Design Exploration of a Distributed Electric Propulsion Aircraft Using Explainable Surrogate Models 利用可解释代用模型探索分布式电力推进飞机的设计思路
IF 2.2 3区 工程技术 Q2 ENGINEERING, AEROSPACE Pub Date : 2024-05-02 DOI: 10.2514/1.c037848
Pramudita Satria Palar, Eric Nguyen Van, Nathalie Bartoli, Joseph Morlier

Distributed electric propulsion in aircraft design is a concept that involves placing multiple electric motors across the aircraft’s airframe. Such a system has the potential to contribute to sustainable aviation by significantly reducing greenhouse gas emissions, minimizing noise pollution, improving fuel efficiency, and encouraging the use of cleaner energy sources. This paper investigates the impact and relationship of turbo-electric propulsion component characteristics with three performance quantities of interest: lift-to-drag ratio, operating empty weight, and fuel burn. Using the small- and medium-range “DRAGON” aircraft concept, we performed design exploration enabled through the explainable surrogate model strategy. This work uses Shapley additive explanations to illuminate the dependencies of these critical performance metrics on specific turbo-electric propulsion component characteristics, offering valuable insights to inform future advancements in electric propulsion technology. Through global sensitivity analysis, the study reveals a significant impact of electrical power unit (EPU) power density on lift-to-drag ratio, alongside notable roles played by EPU-specific power and applied voltage. For operating empty weight, EPU-specific power and voltage are highlighted as critical factors, while turboshaft power-specific fuel consumption notably influences fuel burn. The analysis concludes by exploring the implications of the insights for the future development of turbo-electric propulsion technology.

飞机设计中的分布式电力推进是一个涉及在飞机机身上安装多个电动马达的概念。这种系统可以显著减少温室气体排放、最大限度地减少噪音污染、提高燃油效率并鼓励使用更清洁的能源,从而为可持续航空做出贡献。本文研究了涡轮电力推进组件特性对三个性能量的影响和关系:升阻比、运行空重和燃油消耗。我们使用中小航程 "龙"(DRAGON)飞机概念,通过可解释代用模型策略进行了设计探索。这项工作利用夏普利加法解释阐明了这些关键性能指标对特定涡轮电力推进组件特性的依赖关系,为未来电力推进技术的发展提供了宝贵的启示。通过全局敏感性分析,该研究揭示了电力单元(EPU)功率密度对升阻比的显著影响,以及 EPU 特定功率和应用电压的显著作用。对于运行空重而言,EPU 特定功率和电压是关键因素,而涡轮轴发动机特定耗油量则对燃油消耗有显著影响。分析最后探讨了这些见解对未来涡轮电力推进技术发展的影响。
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引用次数: 0
Integrated Three-Dimensional Airloads and Stresses on Lift-Offset Coaxial Rotors at Extreme Speeds 极速情况下升降偏置同轴转子上的综合三维空气载荷和应力
IF 2.2 3区 工程技术 Q2 ENGINEERING, AEROSPACE Pub Date : 2024-04-30 DOI: 10.2514/1.c037767
Mrinalgouda Patil, Anubhav Datta, Ravi Lumba, Buvana Jayaraman
Journal of Aircraft, Ahead of Print.
飞机杂志》,提前出版。
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引用次数: 0
Turbulent Airwake Estimation from Helicopter–Ship Wind-Tunnel Data 从直升机-船舶风洞数据中估算湍流气浪
IF 2.2 3区 工程技术 Q2 ENGINEERING, AEROSPACE Pub Date : 2024-04-17 DOI: 10.2514/1.c037526
Neda Taymourtash, Giuseppe Quaranta

This paper presents a stochastic approach for modeling the turbulent airwake suitable for real-time simulation of the helicopter–ship dynamic interface. This approach relies on the measurements of unsteady loads collected during a wind-tunnel test campaign with a scaled helicopter operating over the deck of simple frigate shape 1. Power spectral densities of the measured aerodynamic loads combined with the estimated frequency response functions are used to find, through an optimization algorithm, a model of airwake spectra over the range of frequencies which mainly affects the pilot workload during shipboard operations. Then, a set of autoregressive filters is designed for every particular rotor position and wind-over-deck condition, so that when driven by white noise, the spectrum of the output will reproduce those obtained from the optimization. This approach is applied to three different tested wind directions and three rotor positions by implementing the autoregressive filters into the multibody model of the experimental rotor. Frequency response analysis of the aerodynamic loads demonstrates that the turbulent airwake model obtained from the experimental data can predict the unsteadiness of loads comparable to those measured in the wind tunnel across the bandwidth of interest for pilot activities. The identified airwake models could be applied to a full-scale model to simulate the unsteady loads effectively experienced by the helicopter during a ship landing flight.

本文提出了一种随机方法来模拟湍流气流,适用于直升机-舰船动态界面的实时模拟。这种方法依赖于在风洞试验活动中收集到的非稳定载荷测量数据,这些数据是一架按比例缩小的直升机在形状简单的护卫舰 1 的甲板上运行时收集到的。测量到的空气动力载荷的功率谱密度与估算的频率响应函数相结合,通过优化算法,找到了主要影响舰载机运行期间飞行员工作量的频率范围内的气流晃动谱模型。然后,针对每个特定的转子位置和甲板上的风力条件设计一组自回归滤波器,以便在白噪声的驱动下,输出频谱将重现优化所获得的频谱。通过在实验转子的多体模型中实施自回归滤波器,这种方法适用于三个不同的测试风向和三个转子位置。气动载荷的频率响应分析表明,从实验数据中获得的湍流气流模型可以预测载荷的不稳定性,与在风洞中测量到的载荷在飞行员活动所关注的带宽范围内具有可比性。已确定的气流晃动模型可用于全尺寸模型,以模拟直升机在着舰飞行中实际经历的不稳定载荷。
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引用次数: 0
Airfoil Design Framework for Optimized Boundary-Layer Integral Parameters 优化边界层积分参数的机翼设计框架
IF 2.2 3区 工程技术 Q2 ENGINEERING, AEROSPACE Pub Date : 2024-04-17 DOI: 10.2514/1.c037713
Armando R. Collazo Garcia, Phillip J. Ansell

An airfoil design framework is introduced in which boundary-layer integral parameters serve as the driving design mechanism. The method consists of generating a parameterized pressure distribution capable of producing the desired boundary-layer characteristics for inverse design use. Additionally, by deduction from the Squire–Young theory, the method allows for the determination of the pressure distribution that results in the minimum theoretical drag. To assess this design framework, several airfoils were developed based on the mission requirements of the RQ-4B Global Hawk aircraft. Numerical results obtained using a viscous-inviscid solver of the integral boundary layer and Euler equations showed that the optimized airfoils achieved profile drag reductions of 9.06 and 6.00%, respectively, for α=0° and L/Dmax design points. A validation experimental campaign was also performed using the optimized CA5427-72 airfoil. The acquired data produced the expected pressure distribution characteristics and aerodynamic performance improvements, typifying the efficacy of the design framework.

介绍了一种机翼设计框架,其中边界层积分参数是驱动设计的机制。该方法包括生成一个参数化的压力分布,该压力分布能够产生所需的边界层特性,供反向设计使用。此外,通过翰宇-杨理论的推导,该方法还能确定产生最小理论阻力的压力分布。为了评估这一设计框架,我们根据 RQ-4B 全球鹰飞机的任务要求开发了几种机翼。使用粘性-非粘性整体边界层求解器和欧拉方程获得的数值结果表明,在 α=0° 和 L/Dmax 设计点上,优化机翼的剖面阻力分别降低了 9.06% 和 6.00%。此外,还使用优化后的 CA5427-72 机翼进行了验证实验。获得的数据产生了预期的压力分布特征和气动性能改进,证明了设计框架的有效性。
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Journal of Aircraft
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