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Dynamic control of airport departures: Algorithm development and field evaluation

机译:机场出发点的动态控制:算法开发和现场评估

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Surface congestion leads to significant increases in taxi times and fuel burn at major airports. In this paper, we formulate the airport surface congestion management problem as a dynamic control problem. We address two main challenges: the random delay between actuation (at the gate) and the server being controlled (the runway), and the need to develop control strategies that can be implemented in practice by human air traffic controllers. The second requirement necessitates a strategy that periodically updates the rate that departures pushback from their gates. We model the runway system as a semi-Markov process using surface surveillance data. We use this modeling framework to derive optimal pushback policies to control congestion. Finally, we present the results of the real-world implementation and field testing of this control protocol at Boston Logan International Airport.
机译:地面拥堵导致主要机场的滑行时间和燃油消耗量显着增加。在本文中,我们将机场地面拥堵管理问题表述为动态控制问题。我们解决了两个主要挑战:致动(在闸口)和被控制的服务器(跑道)之间的随机延迟,以及需要制定可在实践中由空中交通管制员实施的控制策略的需求。第二个要求需要一种策略,该策略应定期更新从其闸门退回的速度。我们使用地面监视数据将跑道系统建模为半马尔可夫过程。我们使用此建模框架来推导最佳的回推策略来控制拥塞。最后,我们介绍了在波士顿洛根国际机场对该控制协议进行实际实施和现场测试的结果。

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