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Minimizing airline passenger delay through integrated flight scheduling and aircraft routing

机译:通过综合航班调度和飞机航线减少航空公司乘客延误

摘要

Statistics show that airline flight delays and cancellations have increased continuously over the period from 1995 to 2000. During the same period, customer dissatisfaction and complaints have followed a similar, even more dramatic trend. In 2001, as a consequence of the September 1 th terrorist attacks and the resulting airline schedule reductions, delay levels decreased, but only temporarily. With growing passenger demands and stagnant capacity passenger delays and disruptions are again on the rise. Approaches to mitigate schedule disruptions include: 1) re-optimizing the schedule during operations after a disruption occurs. For example, an airline operations controller might decide to cancel or postpone some flight legs or to re-route some aircraft to recover the rest of the schedule; and 2) building robustness into the schedule in the planning stage. By robustness we mean the ability to absorb flight delays so these effects are minimized on passengers and crews. In many cases, trying to reduce delays in the planning stage can be less costly for the airlines, especially if the actions suggested to modify the schedule are not expensive. Pushing back a flight's departure time only ten minutes might cost the airline little but can potentially reduce the number of passenger misconnections given the stochastic nature of airline operations. Canceling a flight during operations for example, can be however very costly. The primary goal of this research is to propose planning models to re-route aircraft and re-time flight departures, either separately or simultaneously, in order to distribute slack time in the network optimally and reduce passenger delays. Using data from a major U.S. airline we observe that with our model, we can reduce flight and passenger delay levels.
机译:统计数据显示,从1995年到2000年,航空公司的航班延误和取消现象持续增加。在同一时期,客户的不满意和投诉也呈现出类似甚至更为剧烈的趋势。 2001年,由于9月1日的恐怖袭击和随之而来的航空公司航班时刻表的减少,延误的程度有所降低,但只是暂时的。随着旅客需求的增长和运力的停滞,旅客的延误和中断再次增加。缓解计划中断的方法包括:1)在中断发生后的操作过程中重新优化计划。例如,航空公司运营负责人可能决定取消或推迟某些飞行行程或重新安排某些飞机的航线以恢复剩余的时间表; 2)在计划阶段将稳健性纳入计划中。稳健性是指吸收航班延误的能力,因此对乘客和机组人员的影响最小。在许多情况下,尝试减少计划阶段的延误对航空公司而言可能会降低成本,特别是如果建议修改时间表的措施并不昂贵。仅将航班的出发时间推迟十分钟,可能会使航空公司付出很少的代价,但鉴于航空公司运营的随机性,可能会减少旅客错接的次数。但是,例如在操作过程中取消航班可能会非常昂贵。这项研究的主要目的是提出规划模型,以分别或同时改变飞机的路线并重新安排航班起飞的时间,以便在网络中最佳地分配空闲时间并减少旅客延误。使用来自美国一家主要航空公司的数据,我们观察到,通过我们的模型,我们可以减少航班和旅客延误水平。

著录项

  • 作者

    Sarmadi Sepehr 1977-;

  • 作者单位
  • 年度 2004
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  • 原文格式 PDF
  • 正文语种 eng
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