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Multi-agent systems for air traffic conflicts resolution by local speed regulation and departure delay

机译:用于空中交通的多智能体系统通过本地速度调节和起飞延迟来解决冲突

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Air Traffic Flow Management (ATFM) aims at structuring traffic in order to reduce congestion in airspace. Congestion being linked to aircraft located at the same position at the same time, ATFM organizes traffic in the spatial dimension (e.g. route network) and/or in the time dimension (sequencing and merging in TMA, Miles-in-Trail for en-route airspace). The objective of this paper is to develop a methodology that allows the traffic to self-organize in the time dimension when demand is high. This structure disappears when the demand diminishes. In order to reach this goal, a multi-agent system has been developed. In this system, aircraft agents regulate speed and delay departure time in order to reduce the number of conflicts, thus decreases overall traffic complexity, which becomes easier to manage by air traffic controllers. This algorithm was applied on realistic examples.
机译:空中交通流量管理(ATFM)旨在对交通进行结构调整,以减少空域的拥挤状况。拥塞在同一时间链接到位于同一位置的飞机,ATFM会在空间维度(例如,航线网络)和/或时间维度(在TMA中进行排序和合并,在途中的Miles-in-Trail中)组织交通空域)。本文的目的是开发一种方法,该方法可以在需求量大时允许流量在时间维度上自组织。当需求减少时,这种结构就会消失。为了达到这个目标,已经开发了多智能体系统。在该系统中,飞机代理人调节速度并延迟起飞时间,以减少冲突的数量,从而降低总体交通复杂性,这变得更容易由空中交通管制员进行管理。该算法已应用于实际示例。

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