Enhancement of wind turbine aerodynamic performance by a numerical optimization technique

被引:0
作者
Hyung Il Kwon
Ju Yeol You
Oh Joon Kwon
机构
[1] Korea Advanced Institute of Science and Technology (KAIST),Department of Aerospace Engineering
来源
Journal of Mechanical Science and Technology | 2012年 / 26卷
关键词
Horizontal-axis wind turbine rotor blade; Numerical design optimization; Aerodynamic performance enhancement;
D O I
暂无
中图分类号
学科分类号
摘要
Sectional aerodynamic design optimization was performed to enhance the aerodynamic performance of horizontal axis wind turbine rotor blades based on a computational fluid dynamics technique. The proposed sectional optimization framework consists of airfoil section contour modeling by the PARSEC shape function and a modified feasible direction search algorithm. To enhance the aerodynamic performance of wind turbine rotor blades, the objective of the design framework was set to maximize the lift-over-drag ratio for each design section. A two-dimensional Navier-Stokes flow solver coupled with a transition turbulence model was used to evaluate the aerodynamic performance during the iterative design optimization procedure. The sectional flow conditions were extracted from the flow of a three-dimensional rotor blade configuration. The design framework was applied to the National Renewable Energy Laboratory Phase VI rotor blade. The design optimization was conducted at nine spanwise sections of the rotor blade. To validate the present methodology, the aerodynamic performances of the original baseline rotor and the rotor after the design optimization were compared by using a three-dimensional Navier-Stokes flow solver. It was found that approximately 11% of torque enhancement was achieved after the aerodynamic shape design optimization.
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页码:455 / 462
页数:7
相关论文
共 13 条
[1]  
Fuglsang P.(1999)Optimization method for wind turbine rotors Journal of Wind Engineering and Industrial Aerodynamics 80 191-206
[2]  
Madsen H. A.(2009)Shape optimization of wind turbine blades Journal of Wind Energy 12 781-803
[3]  
Xudong W.(2009)Optimization of wind turbines using helicoidal vortex model American Society of Mechanical Engineering 12 781-803
[4]  
Shen W. Z.(1988)Parametric airfoils and wings Notes on Numerical Fluid Mechanics 68 71-88
[5]  
Zhu W. J.(1996)A hybrid genetic algorithm Proc. 3rd World Congress on Expert Systems 2 748-757
[6]  
Sørensen J. N.(2009)Correlation based transition modeling for unstructured parallelized computational fluid dynamics codes AIAA Journal 47 2894-2906
[7]  
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