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
相关论文
共 50 条
  • [21] Wind turbine airfoil design using response surface method
    Hyosung Sun
    Journal of Mechanical Science and Technology, 2011, 25 : 1335 - 1340
  • [22] Inverse design for wind turbine airfoil based on panel method
    Zhang, Jun-Yan, 1600, Tsinghua University (31):
  • [23] AIRFOIL OPTIMIZATION FOR A WIND TURBINE OPERATING IN A PARTICLE-LADEN ENVIRONMENT
    Diab, Aya
    El-Din, Ahmed Hossam
    PROCEEDINGS OF THE ASME TURBO EXPO: TURBOMACHINERY TECHNICAL CONFERENCE AND EXPOSITION, 2019, VOL 9, 2019,
  • [24] Comparison of Airfoil Precomputational Analysis Methods for Optimization of Wind Turbine Blades
    Barrett, Ryan
    Ning, Andrew
    IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2016, 7 (03) : 1081 - 1088
  • [25] Anti-flutter optimization design of airfoil for wind turbine blade
    Gao, Qiang
    Cai, Xin
    Meng, Rui
    Zhu, Jie
    JOURNAL OF RENEWABLE AND SUSTAINABLE ENERGY, 2018, 10 (01)
  • [26] Aerodynamic Optimal Design for Horizontal Axis Wind Turbine Airfoil Using Integrated Optimization Method
    Thang Le-Duc
    Quoc-Hung Nguyen
    INTERNATIONAL JOURNAL OF COMPUTATIONAL METHODS, 2019, 16 (08)
  • [27] Wind Tunnel Tests of a Thick Wind Turbine Airfoil
    Mouton, Sylvain
    Schaffarczyk, Alois Peter
    Timmer, Nando
    WIND ENERGY, 2024, 27 (10) : 994 - 1010
  • [28] Design and Optimization of Tidal Turbine Airfoil
    Grasso, F.
    JOURNAL OF AIRCRAFT, 2012, 49 (02): : 636 - 643
  • [29] Numerical Analysis of Wind Turbine Airfoil Aerodynamic of Wind Turbine Blade
    Yan, Choy Hau
    Biao, Tee Swee
    Fei, Chay Tick
    2022 7TH INTERNATIONAL CONFERENCE ON MECHATRONICS SYSTEM AND ROBOTS, ICMSR, 2022, : 1 - 4
  • [30] Study on the Performance of the Wind Turbine Airfoil with Icing
    Wang Long
    Wang Cheng
    Cheng Jie
    Wang Chuanli
    Li Liang
    2018 INTERNATIONAL SYMPOSIUM ON POWER ELECTRONICS AND CONTROL ENGINEERING (ISPECE 2018), 2019, 1187