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Optimization of flapping-wing micro aircrafts based on the kinematic parameters using genetic algorithm method

机译:基于遗传算法方法基于运动学参数的扑翼微飞机优化

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摘要

In this paper the optimization of kinematics, which has great influence in performance of flapping foil propulsion, is investigated. The purpose of optimization is to design a flapping-wing micro aircraft with appropriate kinematics and aerodynamics features, making the micro aircraft suitable for transportation over large distance with minimum energy consumption. On the point of optimal design, the pitch amplitude, wing reduced frequency and phase difference between plunging and pitching are considered as given parameters and consumed energy, generated thrust by wings and lost power are computed using the 2D quasi-steady aerodynamic model and multi-objective genetic algorithm. Based on the thrust optimization, the increase in pitch amplitude reduces the power consumption. In this case the lost power increases and the maximum thrust coefficient is computed of 2.43. Based on the power optimization, the results show that the increase in pitch amplitude leads to power consumption increase. Additionally, the minimum lost power obtained in this case is 23% at pitch amplitude of 25°, wing reduced frequency of 0.42 and phase angle difference between plunging and pitching of 77°. Furthermore, the wing reduced frequency can be estimated using regression with respect to pitch amplitude, because reduced frequency variations with pitch amplitude is approximately a linear function.
机译:在本文中,研究了运动学的优化,这对拍打箔推进性能产生很大影响。优化的目的是设计具有适当的运动学和空气动力学特征的拍打翼微型飞机,使得微飞机适合于大距离的运输,最小的能耗。在最佳设计点,沥青幅度,翼减小频率和相位差之间被认为是给定参数和消耗的能量,使用翅膀产生的推力和磁力损失,使用2D准稳态空气动力学模型计算和多重 - 客观遗传算法。基于推力优化,音调幅度的增加降低了功耗。在这种情况下,损耗的功率增加并且最大推力系数为2.43。基于功率优化,结果表明,音调幅度的增加导致功耗增加。另外,在这种情况下获得的最小损耗在25°的音调幅度下为23%,翼弓的频率降低0.42的频率,并且在77°之间的俯仰和俯仰之间的相角差。此外,可以使用相对于音调幅度的回归来估计机翼减小的频率,因为具有距振幅的减小的频率变化是大约线性函数。

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