发表状态 | 已发表Published |
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
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ISSN/eISSN | 0021-8669 |
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 |
DOI | 10.2514/1.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 | |
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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