Volume 42 Issue 5
Oct.  2024
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XIA Chaoyu, LIU Weidong, HU Minghua, HOU Changbo, WEN Yi, YANG Ke. A Bi-layer Coordinated Optimization Scheduling Method of Runway and Taxiway for Arriving and Departing Flights in Airfield Area[J]. Journal of Transport Information and Safety, 2024, 42(5): 42-53. doi: 10.3963/j.jssn.1674-4861.2024.05.005
Citation: XIA Chaoyu, LIU Weidong, HU Minghua, HOU Changbo, WEN Yi, YANG Ke. A Bi-layer Coordinated Optimization Scheduling Method of Runway and Taxiway for Arriving and Departing Flights in Airfield Area[J]. Journal of Transport Information and Safety, 2024, 42(5): 42-53. doi: 10.3963/j.jssn.1674-4861.2024.05.005

A Bi-layer Coordinated Optimization Scheduling Method of Runway and Taxiway for Arriving and Departing Flights in Airfield Area

doi: 10.3963/j.jssn.1674-4861.2024.05.005
  • Received Date: 2024-04-20
    Available Online: 2025-01-22
  • The runway and taxiway scheduling of large hub airports has not yet formed a cascade operation mode, leading to the inability to achieve coordinated planning and reasonable scheduling of cross-domain and heterogeneous flight flows under limited capacity of airports. This paper studies a bi-layer coordinated optimization scheduling method of runway and taxiway for arriving and departing flights in the airfield area. In the runway scheduling stage, a joint arriving and departing scheduling model of multi runways considering the cost of runway changing is proposed, which quantifies and minimizes the cost of unimpeded taxiing time for flights that change runways, and suppresses the extra taxiing time generated as far as possible while ensuring the minimum cumulative delays on runways. In the taxiway scheduling stage, a surface taxiing scheduling model is developed by minimizing the deviation between the total cumulative taxiing time of flights and the expected departure time of runway scheduling, which is used to plan the timing and sorting of arriving and departing flights at each metering point. Finally, a closed-loop mechanism of feedback-revision is adopted to prevent the mismatch in bi-layer coordinated optimization scheduling. Simulation and verification are conducted by taking Shuangliu International Airport and Tianfu International Airport in Chengdu as scenarios. The results show that runway delay time of single aircraft is reduced by 16.9 s and the cumulative flight taxiing time is reduced by 14.27% on average after the first iteration comparing to the first-come-first-served strategy, and that a matching scheduling plan can be found within 1.35 iterations on average if the closed-loop mechanism of feedback-revision is adopted. Meanwhile, the performance of 3 different types of bi-layer coordinated optimization scheduling strategies is analyzed. The method proposed in this paper is helpful to promote the technology system of comprehensive coordinated management for arrival, departure and surface, and to the formation of refined control capabilities of the airfield traffic flows with a digitally-drive core.

     

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  • [1]
    尹嘉男, 马园园, 胡明华. 机场飞行区资源调度问题研究(一): 基本概念与框架[J]. 航空工程进展, 2019, 10 (3): 289-301.

    YIN J N, MA Y Y, HU M H. The Airfield resource scheduling problem - part Ⅰ: basic concepts and framework[J]. Aviation Engineering Progress, 2019, 10(3): 289-301. (in Chinese)
    [2]
    BO X, WEIMIN M, HUA K, et al. An efficient ant colony algorithm based on rank 2 matrix approximation method for aircraft arrival departure scheduling problem[J]. Processes, 2022, 10 (9): 1825-1825. doi: 10.3390/pr10091825
    [3]
    姜雨, 王欢, 樊卫国, 等. 场面航空器滑行时空协同优化模型[J]. 交通运输工程学报, 2019, 19 (1): 127-135.

    JIANG Y, WANG H, FAN W G, et al. Spatio - temporary cooperative optimization model of surface aircraft taxiing[J]. Journal of Traffic and Transportation Engineering, 2019, 19(1): 127-135. (in Chinese)
    [4]
    JIANG H, LIU J, ZHOU W. Bi-level programming model for joint scheduling of arrival and departure flights Based on traffic scenario[J]. Transactions of Nanjing University of Aeronautics and Astronautics, 2021, 38(4): 671-684.
    [5]
    中国民用航空局. 智慧民航建设路线图[R]. 北京: 中国民用航空局, 2022.

    Civil Aviation Administration of China. Roadmap for smart civil aviation construction[R]. Beijing: Civil Aviation Administration of China, 2022. (in Chinese)
    [6]
    王宁, 翟文鹏. 基于点融合的多跑道进场航班排序[J]. 交通信息与安全, 2021, 39 (6): 108-116. doi: 10.3963/j.jssn.1674-4861.2021.06.013

    WANG N, ZHAI W P. Multi runway approach flight sorting based on point fusion[J]. Journal of Transport Information and Safety, 2021, 39(6): 108-116. (in Chinese) doi: 10.3963/j.jssn.1674-4861.2021.06.013
    [7]
    张军峰, 游录宝, 杨春苇, 等. 基于多目标帝国竞争算法的进场排序与调度[J]. 航空学报, 2021, 42 (6): 475-487.

    ZHANG J F, YOU L B, YANG C W, et al. Arrival sequencing and scheduling based on multi-objective imperialist competitive algorithm[J]. Acta Aeronautica et Astronautica Sinica, 2021, 42 (2): 475-487. (in Chinese)
    [8]
    张凤, 汤晓鹏, 刘兵飞. 机场飞行区无人驾驶清水车优化调度方法[J]. 交通信息与安全, 2022, 40 (2): 82-90. doi: 10.3963/j.jssn.1674-4861.2022.02.010

    ZHANG F, TANG X P, LIU B F. An optimization method for scheduling autonomous potable water service vehicles at airfields[J]. Journal of Transport Information and Safety, 2022, 40(2): 82-90. (in Chinese) doi: 10.3963/j.jssn.1674-4861.2022.02.010
    [9]
    GING A, ENGELLAND S, CAPPS A, et al. Airspace technology demonstration 2 (atd-2) technology description document (tdd)[R]. Washington, D.C. National Aeronautics and Space Administration, 2018.
    [10]
    PARKE B K, STEVENS L K S, COUPE W J, et al. Alternatives for scheduling departures for efficient surface metering in ATD-2: exploration in a human-in-the-loop simulation[C]. International Conference on Applied Human Factors and Ergonomics, Cham: Springer, 2019.
    [11]
    尹嘉男, 马园园, 胡明华. 机场飞行区资源调度问题研究(三): 研究热点与挑战[J]. 航空工程进展, 2019, 10 (5): 577-586.

    YIN J N, MA Y Y, HU M H. The airfield resource scheduling problem - part Ⅲ: research hot-spots and challenges[J]. Aviation Engineering Progress, 2019, 10(5): 577-586. (in Chinese)
    [12]
    侯昌波, 夏朝禹, 田文, 等. 机场群一体化运行: 集成进离场与场面运行技术研究综述[J]. 科学技术与工程, 2023, 23 (12): 4943-4957.

    HOU C B, XIA C Y, TIAN W, et al. Integrated operation of metroplex: a review of integrated arrival and departure and surface operations technology[J]. Science and Technology and Engineering, 2023, 23(12): 4943-4957. (in Chinese)
    [13]
    陈飞飞, 王敏. 进离场管理系统一体化运行技术研究[J]. 信息化研究, 2017, 43 (5): 46-49.

    CHEN F F, WANG M. Research on integrated operation technology of entry and exit management system[J]. Journal of Information Technology Research, 2017, 43(5): 46-49. (in Chinese)
    [14]
    wieland f, tyagi a, kumar v, et al. metrosim: a metroplex wide route planning and airport scheduling yool[C]. AIAA Aviation Technology, Integration, & Operations Conference, Shanghai: AIAA, 2014.
    [15]
    姜雨, 刘振宇, 胡志韬, 等. 大型机场进场航空器联合调度模型[J]. 交通运输工程学报, 2022, 22 (1): 205-215.

    JIANG Y, LIU ZY, HU Z T, et al. Coordinated scheduling, model loss, arriving aircraft at large airport[J]. Journal of Traffic and Transportation Engineering, 2022, 22(1): 205-215. (in Chinese)
    [16]
    EUN Y, JEON D, LEE H, et al. Optimization of airport surface traffic: a case-study of Incheon international airport[C]. 17th AIAA Aviation Technology, Integration, and Operations Conference, Reston: AIAA, 2017.
    [17]
    MA J, DELAHAYE D, SBIHI M, et al. Integrated optimization of arrival, departure, and surface operations[C]. 8th International Conference for Research in Air Transportation, Reston: FederalAviationAdministration, 2018.
    [18]
    BOSSON C, XUE M, ZELINSKI S. Optimizing integrated arrival, departure and surface operations under uncertainty[C]. Air Traffic Management Research and Development Seminar, Lisbon : AIAA, 2015.
    [19]
    XIA C Y, WU Z Y, YANG C R, et al. Combining arrival-departure scheduling with runway configuration mode switches[C]. 2023 IEEE 5th International Conference on Civil Aviation Safety and Information Technology, Dali: IEEE, 2024.
    [20]
    江灏, 刘继新. 进离场航班优化调度研究综述[J]. 航空计算技术, 2021, 51 (4): 130-134.

    JIANG H, LIU J X. Survey review of arrival and departure flight optimal scheduling[J]. Aeronautical Computing Technique, 2021, 51(4): 130-134. (in Chinese)
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