Airline recovery problem under disruptions: A review

IF 4.1 2区 工程技术 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Shuai Wu , Enze Liu , Rui Cao , Qiang Bai
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引用次数: 0

Abstract

Flights are vulnerable to unforeseen factors, such as adverse weather, airport flow control, crew absence, unexpected aircraft maintenance, and pandemic, all of which can cause disruptions in flight schedules. Consequently, managers need to reallocate relevant resources to ensure that the airport can return to normal operations on the basis of minimum cost, a challenge known as the airline recovery problem. Airline recovery is an active research area, with a lot of publications in recent years. To provide a comprehensive overview of airline recovery, first, keywords are selected to search for relevant studies, then existing studies are analyzed in terms of the number of papers, keywords, and sources. The study then delves into an analysis of passenger-oriented airline recovery problems on both traditional and novel recovery strategies. A detailed exploration of novel recovery strategies is conducted to uncover new insights and potential solutions for addressing airline recovery problems. Furthermore, this study investigates recovery strategies for cargo-oriented airline operations, comparing them with those designed for passenger-oriented airline recovery to offer insights for future studies on airline recovery problems. Finally, conclusions are drawn and future study directions are provided. For future studies, it is recommended to conduct more in-depth studies on dynamic and real-time recovery, incorporating human factors into the modeling, multi-modal transportation coupling, optimization of other airport processes, combination of robust scheduling and airline recovery, addressing the stochasticity of parameters, and optimization algorithm improvement.
中断情况下的航空公司恢复问题:综述
航班很容易受到不可预见因素的影响,如恶劣天气、机场流量控制、机组人员缺勤、飞机意外维修和大流行病等,所有这些因素都可能导致航班计划中断。因此,管理者需要重新分配相关资源,确保机场能以最低成本恢复正常运营,这就是所谓的航空公司恢复问题。航空公司恢复是一个活跃的研究领域,近年来发表了大量论文。为了全面介绍航空公司恢复问题,首先选择关键词搜索相关研究,然后从论文数量、关键词和来源等方面对现有研究进行分析。然后,研究从传统和新型恢复策略两个方面深入分析了以乘客为导向的航空公司恢复问题。本研究对新型恢复策略进行了详细探讨,以揭示解决航空公司恢复问题的新见解和潜在解决方案。此外,本研究还调查了面向货运的航空公司运营恢复策略,并将其与面向客运的航空公司恢复策略进行了比较,从而为今后研究航空公司恢复问题提供启示。最后,本研究得出了结论,并提供了未来的研究方向。对于未来的研究,建议在动态和实时恢复、将人为因素纳入建模、多式联运耦合、机场其他流程优化、稳健调度与航空公司恢复相结合、解决参数的随机性以及优化算法改进等方面进行更深入的研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Computers & Operations Research
Computers & Operations Research 工程技术-工程:工业
CiteScore
8.60
自引率
8.70%
发文量
292
审稿时长
8.5 months
期刊介绍: Operations research and computers meet in a large number of scientific fields, many of which are of vital current concern to our troubled society. These include, among others, ecology, transportation, safety, reliability, urban planning, economics, inventory control, investment strategy and logistics (including reverse logistics). Computers & Operations Research provides an international forum for the application of computers and operations research techniques to problems in these and related fields.
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