Numerical Optimization on Aircraft Wake Vortex Decay Enhancement

Ziming Xu, Dong Li
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Abstract

Blowing air at the end of the airport runway can accelerate the decay of the near-ground aircraft wake vortex, thereby reducing the negative impact of the vortex on the following aircraft. However, the benefits of accelerating wake dissipation vary for different blowing parameters, so it is necessary to set appropriate parameters in order to obtain better acceleration results. Because of the high cost of traditional optimization methods, this research uses a Kriging surrogate model to optimize the blowing parameters. The results show that the current optimization algorithm can deal with the global optimization problem well. After obtaining 205 sample points, the response surface model of the blowing parameters and blowing yield was accurately established. A relatively optimal parameter setting range was given, and numerical simulation shows that the current parameter setting can obtain improved benefits from accelerated vortex dissipation. In addition, since the optimization process is partially dimensionless, the above optimization results can be used to achieve multi-objective design, that is, the same set of blowing devices can efficiently accelerate the dissipative process of the tail vortices of different aircraft types, thus improving the engineering feasibility of the current blowing method.
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飞机机翼涡流衰减增强的数值优化
在机场跑道末端吹风可以加速近地飞机尾流涡旋的衰减,从而减少涡旋对后续飞机的负面影响。然而,不同的吹气参数对加速尾流消散的益处不同,因此有必要设置适当的参数,以获得更好的加速效果。由于传统优化方法成本较高,本研究采用克里金(Kriging)代用模型来优化吹风参数。结果表明,目前的优化算法能够很好地处理全局优化问题。在获得 205 个样本点后,精确建立了吹扫参数和吹扫产量的响应面模型。给出了一个相对最优的参数设置范围,数值模拟表明,当前的参数设置可以从加速涡流消散中获得更好的收益。此外,由于优化过程部分无量纲,上述优化结果可用于实现多目标设计,即同一套吹气装置可有效加速不同机型尾部涡流的耗散过程,从而提高了当前吹气方法的工程可行性。
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