南京航空航天大学学报（英文版）2021，Vol.38Issue(6)：948-958,11.
出发时间不确定性对跑道调度的影响
Impact of Departure Time Uncertainty on Runway Scheduling
摘要
Abstract
The flight departure process is affected by various uncertain factors,such as flight delays,scheduling delays and taxi time etc.A reliable and robust departure sequence is very important to the safe and efficient operation for airports.An optimal scheduling model for multi-runway departure considering the arrival aircraft crossing departure runway is developed.A genetic algorithm encoding flight numbers is designed to find a near-optimal solution.After that,further establish a multi-objective dynamic scheduling model and design a hybrid algorithm to solve it,and compare and analyze the results of the two models.A quantitative analysis of departure time based on the kernel density estimation is performed,and Monte Carlo simulations are carried out to explore the impact of flight departure time's uncertainty on departure scheduling.The results based on historical data from Guangzhou Baiyun Airport are presented,showing the advantage of the proposed model and algorithm.关键词
不确定性/离场调度/多跑道调度/遗传算法Key words
uncertainty/departure scheduling/multi-runway scheduling/genetic algorithm分类
航空航天引用本文复制引用
张启钱,徐东旭,张颖,张晓玮..出发时间不确定性对跑道调度的影响[J].南京航空航天大学学报（英文版）,2021,38(6):948-958,11.基金项目
This work was supported by the Open Fund for Graduate Innovation Base of Nanjing University of Aeronautics and Astronautics(No.kfjj20190726). （No.kfjj20190726）
