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题名Effect of Airfoil Dimple on Low-Reynolds-Number Differing Laminar Separation Behavior via Multi-Objective Optimization
作者
发表日期2022-09
发表期刊Journal of Aircraft
ISSN/eISSN0021-8669
卷号59期号:5页码:1243-1256
摘要

Micro air vehicles and vertical-takeoff-and-landing drones usually operate at relatively low values of the Reynolds number (Re 10 –10 ). In the present study, three airfoils from different categories (AG14, BE50, and SD7032) are studied at Re 40;000–80;000. How the behavior of the laminar separation bubble changes with the Reynolds number is investigated and is found to give rise to differing aerodynamic forces that can severely degrade the aerodynamic performance of low-Reynolds-number airfoils. To obtain airfoils with satisfactory aerodynamic performance over a wide range of low Reynolds number, a multi-objective optimization approach is proposed and implemented with different design considerations. The airfoils optimized at these Reynolds numbers have a geometric dimple, as confirmed by unsteady Reynolds-averaged Navier–Stokes simulations with a transition model, and by particle image velocimetry wind-tunnel testing. The dimple is effective in restricting the location and size of the laminar separation bubble, leading to robust and significantly improved aerodynamic performance. Also studied is how the number of nonuniform rational B-spline control points affects the optimum airfoil results, and the dimple always appears in the optimum geometry for Re 40;000–80;000.

关键词AoA prediction Distributed pressure sensing Neural networks
DOI10.2514/1.C036558
URL查看来源
收录类别SCIE
语种英语English
WOS研究方向Engineering
WOS类目Engineering, Aerospace
WOS记录号WOS:000790036100001
Scopus入藏号2-s2.0-85139606806
引用统计
被引频次:7[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符https://repository.uic.edu.cn/handle/39GCC9TT/10617
专题个人在本单位外知识产出
通讯作者Shan, Xiaowen
作者单位
1.Southern University of Science and Technology,Shenzhen,518055,China
2.Academy for Advanced Interdisciplinary Studies,Guangdong also Research Scientist,Southern Marine Science and Engineering Guangdong Laboratory,Guangzhou,511458,China
3.Department of Mechanics and Aerospace Engineering; also Southern Marine Science and Engineering Guangdong Laboratory,Guangzhou,511458,China
推荐引用方式
GB/T 7714
Liang, Yu,Yang, Yannian,Shan, Xiaowenet al. Effect of Airfoil Dimple on Low-Reynolds-Number Differing Laminar Separation Behavior via Multi-Objective Optimization[J]. Journal of Aircraft, 2022, 59(5): 1243-1256.
APA Liang, Yu, Yang, Yannian, Shan, Xiaowen, & Wang, Zican. (2022). Effect of Airfoil Dimple on Low-Reynolds-Number Differing Laminar Separation Behavior via Multi-Objective Optimization. Journal of Aircraft, 59(5), 1243-1256.
MLA Liang, Yu,et al."Effect of Airfoil Dimple on Low-Reynolds-Number Differing Laminar Separation Behavior via Multi-Objective Optimization". Journal of Aircraft 59.5(2022): 1243-1256.
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