首页 | 本学科首页   官方微博 | 高级检索  
     检索      


Numerical analysis and optimization of boundary layer suction on airfoils
Authors:Shi Yayun  Bai Junqiang  Hua Jun  Yang Tihao
Institution:a School of Aerodynamics, Northwestern Polytechnical University, Xi''an 710072, China;
b Chinese Aeronautical Establishment, Beijing 100012, China
Abstract: Numerical approach of hybrid laminar flow control (HLFC) is investigated for the suction hole with a width between 0.5 mm and 7 mm. The accuracy of Menter and Langtry''s transition model applied for simulating the flow with boundary layer suction is validated. The experiment data are compared with the computational results. The solutions show that this transition model can predict the transition position with suction control accurately. A well designed laminar airfoil is selected in the present research. For suction control with a single hole, the physical mechanism of suction control, including the impact of suction coefficient and the width and position of the suction hole on control results, is analyzed. The single hole simulation results indicate that it is favorable for transition delay and drag reduction to increase the suction coefficient and set the hole position closer to the trailing edge properly. The modified radial basis function (RBF) neural network and the modified differential evolution algorithm are used to optimize the design for suction control with three holes. The design variables are suction coefficient, hole width, hole position and hole spacing. The optimization target is to obtain the minimum drag coefficient. After optimization, the transition delay can be up to 17% and the aerodynamic drag coefficient can decrease by 12.1%.
Keywords:Active control  Hybrid laminar flow control (HLFC)  Neural network  Optimization  Radial basis function (RBF)  Transition prediction
本文献已被 CNKI 万方数据 等数据库收录!
点击此处可从《中国航空学报》浏览原始摘要信息
点击此处可从《中国航空学报》下载免费的PDF全文
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号