首页> 外文会议>ASME International Mechanical Engineering Congress and Exposition >GENETIC ALGORITHM-BASED DESIGN OF AIRFOIL FOR THE ROOT REGION OF SMALL WIND TURBINES AND PERFORMANCE ANALYSIS WITH GURNEY FLAPS
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GENETIC ALGORITHM-BASED DESIGN OF AIRFOIL FOR THE ROOT REGION OF SMALL WIND TURBINES AND PERFORMANCE ANALYSIS WITH GURNEY FLAPS

机译:基于遗箱翼型设计的小型风力涡轮机的根区和Gurney襟翼的性能分析

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The root region of small wind turbines experience low Reynolds number (Re) flow that makes it difficult to design airfoils that provide good aerodynamic performance and at the same time, provide structural strength. In the present work, a multi-objective genetic algorithm code was used to design airfoils that are suitable for the root region of small wind turbines. A composite Bezier curve with two Bezier segments and 16 control points (11 of them controlled) was used to parametrize the airfoil problem. Geometric constraints including suitable curvature conditions were enforced to maintain the airfoil thickness between 18% and 22% of chord and a trailing edge thickness of 3% of chord. The objectives were to maximize the lift-to-drag ratio for both clean and soiled conditions. Optimization was done by coupling the flow solver to a genetic algorithm code written in C++, at Re = 200,000 and for angles of attack of 4 and 10 degrees, as the algorithm was found to give smooth variation of lift-to-drag ratio within such a range. The best airfoil from the results was tested in the wind tunnel as well as using ANSYS-CFX. The experimental airfoil had a chord length of 75 mm and was provided with 33 pressure taps. Testing was done for both free and forced transition cases. The airfoil gave the highest lift-to-drag ratio at an angle of 6 degrees with the ratio varying very little between 4 degrees and 8 degrees. Forced transition at 8% of chord did not show significant change in the performance indicating that the airfoil will perform well even in soiled condition. Fixed trailing edge flaps (Gurney flaps) were provided right at the trailing edge on the lower surface. The lift and drag behavior of the airfoil was then studied with Gurney Flaps of 2% and 3% heights, as it was found from previous studies that flap heights of 1% or greater than 3% do not give optimum results. The flaps considerably improved the suction on the upper surface and also improved the pressure on the lower surface, resulting in a higher lift coefficient; at the same time, there was also an increase in the drag coefficient but it was less compared to the increase in the lift coefficient. The results indicate that Gurney flaps can be effectively used to improve the performance of thick trailing edge airfoils designed for the root region of small wind turbines.
机译:小型风力涡轮机的根区域经历了低雷诺数(RE)流动,使得难以设计提供良好的空气动力学性能的翼型,同时提供结构强度。在本作工作中,使用多目标遗传算法代码来设计适合于小型风力涡轮机的根区域的翼型。使用具有两个贝塞尔段的复合Bezier曲线和16个控制点(其中11个控制点)用于参数化翼型问题。强制实施包括合适的曲率条件的几何约束,以将翼型厚度保持在弦的18%和22%之间的弦厚度和3%的弦的后缘厚度。目标是最大化清洁和污染条件的提升比率。通过将流动求解器耦合到在C ++中写入的遗传算法代码,在RE = 200,000中以及4和10度的攻击角度来完成优化,因为发现算法给出了这种算法的平滑变化范围。结果的最佳翼型在风隧道以及使用ANSYS-CFX中进行了测试。实验翼型的弦长为75毫米,提供33个压力点。测试是为自由和强制转型案例进行的。翼型以6度的角度提供最高的升力比,比率在4度和8度之间变化很小。在8%的和弦中强制过渡并未显示出表现的显着变化,表明翼型将在污染状态下表现良好。固定的后缘襟翼(Gurney襟翼)在下表面的后缘处提供。然后使用2%和3%高度的Gurney襟翼研究翼型的电梯和拖曳行为,因为它从先前的研究中发现,翼片高度为1%或大于3%的研究,不给出最佳结果。皮瓣在上表面上的吸力显着改善,并且还改善了下表面上的压力,导致升高系数更高;同时,拖动系数也增加,但与升力系数的增加相比,较少。结果表明,可以有效地有效地用于改善为小型风力涡轮机的根区域设计的厚后缘翼型的性能。

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