Central Authority-Controlled Air Traffic Flow Management: An Optimization Approach

Sadeque Hamdan, Ali Cheaitou, O. Jouini, T. Granberg, Zied Jemaï, I. Alsyouf, M. Bettayeb, B. Josefsson
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引用次数: 3

Abstract

Despite various planning efforts, airspace capacity can sometimes be exceeded, typically because of disruptive events. Air traffic flow management (ATFM) is the process of managing flights in this situation. In this paper, we present an ATFM model that accounts for different rerouting options (path rerouting and diversion) and preexisting en route flights. The model proposes having a central authority to control all decisions, which is then compared with current practice. We also consider interflight and interairline fairness measures in the network. We use an exact approach to solve small- to medium-sized instances, and we propose a modified fix-and-relax heuristic to solve large-sized instances. Allowing a central authority to control all decisions increases network efficiency compared with the case where the ATFM authority and airlines control decisions independently. Our experiments show that including different rerouting options in ATFM can help reduce delays by up to 8% and cancellations by up to 23%. Moreover, ground delay cost has much more impact on network decisions than air delay cost, and network decisions are insensitive to changes in diversion cost. Furthermore, the analysis of the tradeoff between total network cost and overtaking cost shows that adding costs for overtaking can significantly improve fairness at only a small increase in total system cost. A balanced total cost per flight among airlines can be achieved at a small increase in the network cost (0.2%–3.0%) when imposing airline fairness. In conclusion, the comprehensiveness of the model makes it useful for analyzing a wide range of alternatives for efficient ATFM.
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中央管制的空中交通流量管理:一种优化方法
尽管做出了各种规划努力,但空域容量有时还是会被超出,这通常是由于破坏性事件。空中交通流量管理(ATFM)就是在这种情况下对航班进行管理的过程。在本文中,我们提出了一个ATFM模型,该模型考虑了不同的改道选项(路径改道和改道)和预先存在的航线航班。该模型建议建立一个中央机构来控制所有决策,然后将其与当前的做法进行比较。我们还考虑了网络中航班间和航空公司间的公平措施。我们使用精确的方法来解决中小型实例,并提出了一种改进的固定-放松启发式方法来解决大型实例。与ATFM和航空公司独立控制决策的情况相比,允许一个中央机构控制所有决策可以提高网络效率。我们的实验表明,在ATFM中加入不同的重路由选项可以帮助减少高达8%的延误和高达23%的取消。此外,地面延迟成本对网络决策的影响远大于空中延迟成本,网络决策对导流成本的变化不敏感。此外,对网络总成本与超车成本的权衡分析表明,在增加系统总成本的情况下,增加超车成本可以显著提高公平性。在实施航线公平的前提下,航线网络成本的小幅增加(0.2%-3.0%)就能实现航线间的单次总成本平衡。综上所述,该模型的全面性使其可用于分析高效ATFM的各种备选方案。
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