系统动力学在空中交通管理中的应用:一个案例研究

M. Ulrey, A. Shakarian
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引用次数: 4

摘要

在本文中,我们提出了一项初步研究的结果,该研究使用SD来模拟单个飞行器流的控制。初始模型只考虑纵向运动(没有横向或垂直飞行路径变化)。此外,唯一可控的变量是飞机速度。该研究的目的是通过两个参数的变化来确定对吞吐量和安全指标的影响:1)控制算法,2)总体控制回路延迟时间,以及3)报告间隔的长度(飞机状态更新到空中交通管制(ATC)之间的距离或时间)。比较了两种不同的速度控制算法。吞吐量是通过模拟过程中每小时通过固定点的平均飞机数量来衡量的。安全性是通过任何两架(相邻)飞机之间的距离低于安全最小阈值的时间量来衡量的。结果显示了被控参数与输出指标之间的关系。控制回路延迟时间和/或报告间隔长度的减少导致吞吐量和安全水平的提高。虽然这只是简单的第一步,但我们相信这是SD的一种新颖应用,并为将SD应用于空中交通管理(ATM)中类似但更复杂的问题指明了道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
System dynamics application in air traffic management: A case study
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).
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