Aerodynamic Optimization of Airfoil Profiles for Small Horizontal Axis Wind Turbines

被引:22
|
作者
Benim, Ali Cemal [1 ,2 ]
Diederich, Michael [1 ]
Pfeiffelmann, Bjoern [1 ]
机构
[1] Dusseldorf Univ Appl Sci, Ctr Flow Simulat, Dept Mech & Proc Engn, Munsterstr 156, D-40476 Dusseldorf, Germany
[2] Cracow Univ Technol, Inst Thermal Power Engn, Dept Mech Engn, Jana Pawla II 37, PL-31864 Krakow, Poland
来源
COMPUTATION | 2018年 / 6卷 / 02期
关键词
CFD; RSM; RANS; BiMADS; HAWT; wind turbine; airfoil; aerodynamics; optimization;
D O I
10.3390/computation6020034
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
The purpose of this study is the development of an automated two-dimensional airfoil shape optimization procedure for small horizontal axis wind turbines (HAWT), with an emphasis on high thrust and aerodynamically stable performance. The procedure combines the Computational Fluid Dynamics (CFD) analysis with the Response Surface Methodology (RSM), the Biobjective Mesh Adaptive Direct Search (BiMADS) optimization algorithm and an automatic geometry and mesh generation tool. In CFD analysis, a Reynolds Averaged Numerical Simulation (RANS) is applied in combination with a two-equation turbulence model. For describing the system behaviour under alternating wind conditions, a number of CFD 2D-RANS-Simulations with varying Reynolds numbers and wind angles are performed. The number of cases is reduced by the use of RSM. In the analysis, an emphasis is placed upon the role of the blade-to-blade interaction. The average and the standard deviation of the thrust are optimized by a derivative-free optimization algorithm to define a Pareto optimal set, using the BiMADS algorithm. The results show that improvements in the performance can be achieved by modifications of the blade shape and the present procedure can be used as an effective tool for blade shape optimization.
引用
收藏
页数:19
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