Agent-based modelling and simulation for life-cycle airport flight planning and scheduling

调度(生产过程) 计算机科学 运筹学 系统工程 工程类 运营管理
作者
Xiaoyu Ma,Zhou He,Pengfei Yang,Xiyang Liao,Wei Liu
出处
期刊:Journal of Simulation [Informa]
卷期号:: 1-14 被引量:2
标识
DOI:10.1080/17477778.2023.2169643
摘要

The airport flight planning and scheduling (AFPS) process involves many sub-systems in airport management, including flight arrival prediction, flight landing prioritisation, flight route scheduling, flight departure prioritisation and airport big-data planning. Existing literature has mainly focused on advancing the efficiency of specific sub-system(s) of AFPS. Therefore, there is a call to investigate the AFPS comprehensively and improve its performance systematically, instead of solely enhancing partial sub-system(s) in an airport. This paper proposes a life cycle analysis (LCA) framework to describe the “life cycle” that how an aircraft interacts with the AFPS system of an airport. The agent-based modelling and simulation technique is used to simulate the AFPS system under the LCA framework by treating each aircraft as a passive agent following the orders from the AFPS system. We demonstrate that the naive first-in-first-out principle can be modified to some simple prioritising rules to significantly reduce the overall delay (including importance-weighted delay) and processing time of flights, as well as to increase the number of departed aircraft. Hence, the produced agent-based model allows us to improve AFPS performance by optimising multiple sub-systems simultaneously.

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