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Design of stability augmentor for aircraft nose wheel steering system based on Hopfield network identification algorithm

机译:基于Hopfield网络识别算法的飞机前轮转向系统稳定性增强器设计。

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Characteristics of aircraft nose wheel steering were analyzed based on a two-freedom model. It is found that during a certain period of landing and taxing, the yaw rate command bandwidth rapidly decreases nearly to zero, causing the rudder pedal hypersensitiveness and steering characteristics deterioration. Then, a solution was proposed, that is, stability augmentation, in which yaw-rate feedback to nose wheel steering and parameters identification were used to adjust the bandwidth as desired. Hopfield neural network was used as the on-line parameters identification algorithm, and then the augment controller could be adjusted according to the result of identification in real-time operation, keeping the yaw rate command bandwidth within the desirable range. A Time Delay Unit was used to aid in avoiding controllers' possible awful effect in initial stage of parameters identification. Simulation results of a given-example illustrated that when the stability augmentor was applied, the yaw rate command bandwidth increased by approximately 15 times, while rudder pedal sensitivity was decreased by 6 orders of magnitude. Thus, the proposed stability augmentor could ameliorate the steering qualities greatly in the related period.
机译:基于两自由度模型对飞机前轮转向特性进行了分析。发现在一定的着陆和滑行期间,偏航率指令带宽迅速减小到几乎为零,从而导致舵踏板超灵敏性和转向特性恶化。然后,提出了一种解决方案,即稳定性增强,其中前轮转向的偏航率反馈和参数识别用于根据需要调整带宽。使用Hopfield神经网络作为在线参数识别算法,然后可以根据实时操作中的识别结果调整增强控制器,将偏航率命令带宽保持在理想范围内。在参数识别的初始阶段,使用了一个延时单元来帮助避免控制器可能产生的可怕影响。一个给定示例的仿真结果表明,当应用稳定性增强器时,横摆率命令带宽增加了大约15倍,而方向舵的踏板灵敏度降低了6个数量级。因此,所提出的稳定性增强器可以在相关时期极大地改善转向质量。

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