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System Dynamics Application in Air Traffic Management: A Case Study

机译:系统动力学在空中交通管理中的应用 - 以案例研究

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In this paper, we present the results of a preliminary study which used SD to model the control of a single stream of aircraft. The initial model only considered longitudinal motion (no lateral or vertical flight path variations). Furthermore, the only controlled variable was aircraft speed. The goal of the study was to determine the effects on throughput and safety metrics through the variation of two parameters: 1) control algorithm, 2) overall control loop delay time, and 3) length of the reporting interval (distance or time between updates of aircraft state to air traffic control (ATC)). Two different speed control algorithms were compared. Throughput was measured by the average number of aircraft passing a fixed point per hour, over the course of the simulation(s). Safety was measured by the amount of time that the separation between any two (adjacent) aircraft fell below a safe minimum threshold value. The results show the relationship between the controlled parameters and the output metrics. Reductions in either control loop delay time and/or reporting interval length resulted in increased throughput and safety levels. Although this is a simple first step, we believe this is a novel application of SD, and points the way to applying SD to similar, but more complex problems in air traffic management (ATM).
机译:在本文中,我们介绍了初步研究的结果,该研究使用SD来模拟一种飞机流的控制。初始模型仅考虑纵向运动(无横向或垂直飞行路径变化)。此外,唯一受控变量是飞机速度。该研究的目标是通过两个参数的变化来确定对吞吐量和安全度量的影响:1)控制算法,2)总控制回路延迟时间和3)报告间隔的长度(更新之间的距离或时间飞机状态到空中交通管制(ATC))。比较了两种不同的速度控制算法。通过在模拟过程中,通过平均飞机的平均飞机数量来测量吞吐量。通过任何两个(相邻)飞机之间的分离低于安全最小阈值的时间量来测量安全性。结果显示了受控参数与输出度量之间的关系。在控制循环延迟时间和/或报告间隔长度中减少导致吞吐量和安全水平增加。虽然这是一个简单的第一步,但我们相信这是一个新的SD应用,并指出了将SD应用于相似的方式,而是在空中交通管理(ATM)中的更复杂问题。

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