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Congestion Mitigation through Schedule Coordination at JFK: An Integrated Approach

机译:通过JFK的时间表协调缓解拥堵:综合方法

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摘要

Most flight delays are created by large temporary or long-term imbalances between demand and capacity at the busiest airports. Absent large increases in capacity, airport congestion can only be mitigated through improvements in the utilization of available capacity and the implementation of demand management measures. This paper presents an integrated approach that jointly optimizes the airport’s flight schedule at the strategic level and the utilization of airport capacity at the tactical level, subject to scheduling and capacity constraints. The capacity utilization part involves controlling the runway configuration and the balance of arrival and departure service rates to minimize congestion costs. The schedule optimization reschedules a selected set of flights to reduce the demand-capacity mismatches while minimizing interference with airline competitive scheduling. We develop an original iterative solution algorithm that integrates airport stochastic queue dynamics and a Dynamic Programming model of airport operating procedures into an Integer Programming model of flight rescheduling. The algorithm is shown to converge in reasonable computational times and is thus implementable in practice. Extensive computational results for JFK Airport suggest that very substantial delay reductions can be achieved through limited changes in airline schedules. It is also shown that the proposed integrated approach to airport congestion mitigation performs significantly better than the typical sequential approach where scheduling and operational decisions are made separately.
机译:大多数航班延误是由最繁忙的机场的需求与容量之间的暂时或长期的严重失衡造成的。由于运力没有大幅度增加,因此只能通过提高可用运力利用率和实施需求管理措施来缓解机场拥堵。本文提出了一种综合方法,该方法可在计划和容量约束的前提下,在战略层面上联合优化机场的航班时刻表,并在战术层面上联合优化机场的容量利用率。容量利用部分涉及控制跑道配置以及到达和离开服务费率的平衡,以最大程度地减少拥堵成本。计划优化会重新安排选定的航班集,以减少需求容量不匹配,同时最大程度地减少对航空公司竞争性计划的干扰。我们开发了一种原始的迭代解决方案算法,该算法将机场随机排队动力学和机场操作程序的动态规划模型集成为航班改期的整数规划模型。该算法显示在合理的计算时间内收敛,因此在实践中可以实现。肯尼迪国际机场的大量计算结果表明,通过有限的航班时刻表变更可以大大减少延误。还表明,所建议的用于缓解机场拥堵的综合方法的性能要明显优于分别制定计划和运营决策的典型顺序方法。

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