Airfoil profile modifications based on Bezier Curve and Optimization using PSO

被引:0
|
作者
Fatchulloh, Moch Arif [1 ]
Arini, Nu Rhahida [1 ]
机构
[1] Polytech Inst Surabaya, Dept Mech Engn & Energy Elect Engn, Surabaya, Indonesia
关键词
optimization; computational fluid dynamics; Particle Swarm Optimization; Coefficient Lift; Coefficient Drag; airfoil; AERODYNAMIC SHAPE OPTIMIZATION;
D O I
10.1109/IES63037.2024.10665878
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This research focuses on optimizing the profile of wind turbine blades to improve performance by increasing the ratio of the Coefficient Lift (C-L) to the Coefficient Drag (C-D). Utilizing Particle Swarm Optimization (PSO) and Computational Fluid Dynamics (CFD), specifically through OpenFOAM and ParaView software, the aerodynamic efficiency of various airfoil geometries is evaluated. Initial simulations involved a two-dimensional airfoil design using Bezier Curves to establish geometric parameters. ADflow solver is used for CFD analysis, supporting turbulence models. The optimization process is twofold: first, increasing the C-L/C-D ratio, followed by minimizing the C-D value. Among the 16 airfoil variations generated through Bezier curves, the best performance was sought to become the basis for further PSO optimization. CFD simulation results to analyze the significant improvement in aerodynamic performance with airfoil optimization.
引用
收藏
页码:100 / 106
页数:7
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