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作 者:WANG TongGuang WANG Long ZHONG Wei XU BoFeng CHEN Li
机构地区:[1]College of Aerospace Engineering,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China [2]China Aerodynamics Research and Development Center,Mianyang 621000,China
出 处:《Chinese Science Bulletin》2012年第5期466-472,共7页
基 金:supported by the National Basic Research Program of China (2007CB714600);the Priority Academic Program Development of Jiangsu Higher Education Institutions and the EU Seventh Framework Program (FP7-PEOPLE-2010-IRSES-269202)
摘 要:Incorporating controlled elitism and dynamic distance crowding strategies, a modified NSGA-II algorithm based on a fast and genetic non-dominated sorting algorithm is developed with the aim of obtaining a novel multi-objective optimization design algorithm for wind turbine blades. As an example, a high-performance 1.5 MW wind turbine blade, taking maximum annual energy production and minimum blade mass as the optimization objectives, was designed. A 1/16-scale model of this blade was tested in a 12 m × 16 m wind tunnel and the experimental results validated the high performance. Moreover, both the computational fluid dynamics (CFD) method and a free-vortex method (FVM) were applied to calculating the aerodynamic performance, which was consistent with the experimental data. For completeness, the CFD and FVM were used to analyze the wake structure, and good and consistent results were obtained between them.Incorporating controlled elitism and dynamic distance crowding strategies, a modified NSGA-Ⅱ algorithm based on a fast and genetic non-dominated sorting algorithm is developed with the aim of obtaining a novel multi-objective optimization design algo- rithm for wind turbine blades. As an example, a high-performance 1.5 MW wind turbine blade, taking maximum annual energy production and minimum blade mass as the optimization objectives, was designed. A 1/16-scale model of this blade was tested in a 12 m × 16 m wind tunnel and the experimental results validated the high performance. Moreover, both the computational fluid dynamics (CFD) method and a free-vortex method (FVM) were applied to calculating the aerodynamic performance, which was consistent with the experimental data. For completeness, the CFD and FVM were used to analyze the wake structure, and good and consistent results were obtained between them.
关 键 词:大型风力发电机组 算法设计 涡轮叶片 空气动力学分析 空气动力学性能 计算流体动力学 风力涡轮机 有限体积法
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