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Robust design of natural laminar flow supercritical airfoil by multi-objective evolution method 被引量:6
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作者 赵轲 高正红 黄江涛 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2014年第2期191-202,共12页
Abstract A transonic, high Reynolds number natural laminar flow airfoil is designed and studied. The γ-θ transition model is combined with the shear stress transport (SST) k-w turbulence model to predict the trans... Abstract A transonic, high Reynolds number natural laminar flow airfoil is designed and studied. The γ-θ transition model is combined with the shear stress transport (SST) k-w turbulence model to predict the transition region for a laminar-turbulent boundary layer. The non-uniform free-form deformation (NFFD) method based on the non-uniform rational B-spline (NURBS) basis function is introduced to the airfoil parameterization. The non-dominated sorting genetic algorithm-II (NSGA-II) is used as the search algo- rithm, and the surrogate model based on the Kriging models is introduced to improve the efficiency of the optimization system. The optimization system is set up based on the above technologies, and the robust design about the uncertainty of the Mach number is carried out for NASA0412 airfoil. The optimized airfoil is analyzed and compared with the original airfoil. The results show that natural laminar flow can be achieved on a supercritical airfoil to improve the aerodynamic characteristic of airfoils. 展开更多
关键词 non-uniform free-form deformation (NFFD) method transition model natural laminar flow (NFL) airfoil supercritical airfoil non-dominated sorting geneticalgorithm II (NSGA-II) robust design surrogate model
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A High-speed Nature Laminar Flow Airfoil and Its Experimental Study in Wind Tunnel with Nonintrusive Measurement Technique 被引量:8
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作者 朱军 高正红 +1 位作者 詹浩 白俊强 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2009年第3期225-229,共5页
This article deals with an experimental study on the aerodynamic characteristics of a low-drag high-speed nature laminar flow (NLF) airfoil for business airplanes in the TST27 wind tunnel at Delft University of Techno... This article deals with an experimental study on the aerodynamic characteristics of a low-drag high-speed nature laminar flow (NLF) airfoil for business airplanes in the TST27 wind tunnel at Delft University of Technology, the Netherlands. In this experiment, in an attempt to reduce the errors of measurement and improve its accuracy in high-speed flight, some nonintrusive meas- urement techniques, such as the quantitative infrared thermography (IRT), the digital particle imaging velocimetry (PIV), and the s... 展开更多
关键词 wind tunnels particle imaging velocimetry infrared thermography SHADOWGRAPHY high-speed nature laminar flow airfoil
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