An Airfoil Parameterization Method for the Representation and Optimization of Wind Turbine Special Airfoil

被引:0
|
作者
LIU Yixiong
YANG Ce
SONG Xiancheng
机构
[1] School of Mechanical Engineering,Beijing Institute of Technology
[2] School of Energy and Power Engineering,Beihang University
基金
中国国家自然科学基金;
关键词
wind turbine; airfoil; parameterization method; optimization;
D O I
暂无
中图分类号
TM315 [风力发电机];
学科分类号
080801 ;
摘要
A new airfoil shape parameterization method is developed, which extended the Bezier curve to the generalized form with adjustable shape parameters. The local control parameters at airfoil leading and trailing edge regions are enhanced, where have significant effect on the aerodynamic performance of wind turbine. The results show this improved parameterization method has advantages in the fitting characteristics of geometry shape and aerodynamic performance comparing with other three common airfoil parameterization methods. The new parameterization method is then applied to airfoil shape optimization for wind turbine using Genetic Algorithm(GA), and the wind turbine special airfoil, DU93-W-210, is optimized to achieve the favorable Cl/Cd at specified flow conditions. The aerodynamic characteristic of the optimum airfoil is obtained by solving the RANS equations in computational fluid dynamics(CFD) method, and the optimization convergence curves show that the new parameterization method has good convergence rate in less number of generations comparing with other methods. It is concluded that the new method not only has well controllability and completeness in airfoil shape representation and provides more flexibility in expressing the airfoil geometry shape, but also is capable to find efficient and optimal wind turbine airfoil. Additionally, it is shown that a suitable parameterization method is helpful for improving the convergence rate of the optimization algorithm.
引用
收藏
页码:99 / 108
页数:10
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