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Design Method for Wind Turbine Airfoils by Adjoint Optimization Considering Climate Conditions

机译:考虑气候条件,伴随优化风力涡轮机翼型的设计方法

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Power extracting has led the world to deal with serious environmental issues. However, the wind is a clean renewable source for power extracting, which is promising for diminishing those issues. Some previous effort has been made to increase wind power extraction by designing more efficient airfoils. Nonetheless, there is a lack of considering the climate conditions for the design process. Therefore, this study's main objective is to suggest a methodology for wind-turbine airfoil design, which takes into account the flow condition of the location where the turbine would be settled, applying the adjoint optimization method together with CFD technics. The first step was to propose a method for calculating the Reynolds and Mach number used in the CFD simulations for wind turbine airfoil design, regarding geographical conditions and wind distributions. Next, the CFD code was validated by comparing numerical simulations to wind tunnel results. Then, the adjoint optimization method was tested for the numerical model comparing to a SU2 Test Case in order to verify the model's results coherence. Finally, the method was applied for NACA 0012 airfoil for different climate conditions. The optimization yielded aerodynamic efficiency improvements ranging from 7.6% to 9.5%, leading the optimized NACA0012 to become 11% more efficient than the often-used wind turbine airfoil S809 within the considered flow conditions. However, differences between optimized airfoil shapes for distinct climate conditions were not remarkable.
机译:电力提取导致世界涉及严重的环境问题。然而,风是一种清洁的可再生能源提取来源,这是有希望减少这些问题。通过设计更有效的翼型,已经提出了以前的一些努力来提高风力电力提取。尽管如此,缺乏考虑设计过程的气候条件。因此,本研究的主要目标是建议风力涡轮机翼型设计的方法,这考虑了涡轮机将稳定的位置的流动条件,并将伴随优化方法与CFD技术一起应用。第一步是提出一种用于计算关于地理条件和风力分布的风力涡轮机翼型设计的CFD模拟中使用的reynolds和马赫数的方法。接下来,通过将数值模拟与风洞结果进行比较来验证CFD代码。然后,测试与SU2测试用例相比的数值模型测试伴随优化方法,以便验证模型的结果一致性。最后,施用该方法用于不同气候条件的NaCA 0012翼型。优化产生的空气动力学效率改善范围从7.6%到9.5%,导致优化的NaCA0012比经常考虑的流动条件内的经常使用的风力涡轮机翼型S809更有效。然而,用于不同气候条件的优化翼型形状之间的差异不是显着的。

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