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基于混合整数规划的机场地面运动扰动恢复
引用本文:张天慈,丁萌,左洪福.基于混合整数规划的机场地面运动扰动恢复[J].北京航空航天大学学报,2018,44(11):2356-2363.
作者姓名:张天慈  丁萌  左洪福
作者单位:南京航空航天大学 民航学院, 南京211106;航空工业航空所 飞行控制航空科技重点实验室,西安710065;南京航空航天大学 民航学院,南京,211106
基金项目:国家自然科学基金民航联合基金(U1633105);江苏省普通高校研究生科研创新计划(KYLX_0291);中央高校基本科研业务费专项资金(NS2016061);航空科学基金(20170752008)
摘    要:针对现有机场地面运动扰动恢复方法对计划路径偏离、滑行道关闭等干扰事件的应对能力不足,以及轨迹调整过程缺少量化评价指标优化等问题,提出一种基于混合整数规划的扰动恢复方法。利用优化技术协调受扰动影响的航空器计划轨迹,降低干扰事件对场面运行效率和其他场面调度问题的影响;同时,引入迭代冲突规避策略提高求解效率。基于真实机场布局的实验结果表明,该方法能够在计划路径偏离和滑行道关闭2类干扰事件出现后,快速、有效地调整航空器的计划轨迹,使机场地面运动恢复安全有序状态。

关 键 词:机场地面运动  滑行轨迹调整  冲突规避  扰动恢复  混合整数规划
收稿时间:2018-02-08

Airport ground movement disruption recovery via mixed-integer programming
ZHANG Tianci,DING Meng,ZUO Hongfu.Airport ground movement disruption recovery via mixed-integer programming[J].Journal of Beijing University of Aeronautics and Astronautics,2018,44(11):2356-2363.
Authors:ZHANG Tianci  DING Meng  ZUO Hongfu
Abstract:To deal with the insufficient capability of the existing airport ground movement disruption recovery approaches in handling some major kinds of disruptive events such as the deviation from the planned route and the closure of a taxiway and the lack of optimisation criteria in taxiing trajectory adjustment, a mixed-integer programming based disruption recovery approach was proposed. The planned trajectories of aircraft affected by the disruptive events were adjusted in a coordinated manner using optimisation techniques, with the aim to reduce the impact of disruptive events on the ground movement efficiency and the scheduling of other airport surface operations. An iterative conflict avoidance strategy was introduced to improve the solution efficiency. The experimental results based on real-world airport layout demonstrate that the proposed approach can quickly and effectively adjust the planned trajectories of aircraft in response to two kinds of major disruptive events (i.e., the deviation from the planned route and the closure of a taxiway), recovering the order and safety status of airport ground movement.
Keywords:airport ground movement  taxiing trajectory adjustment  conflict avoidance  disruption recovery  mixed-integer programming
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