Integrated Optimization of Aircraft Surface Operation and De-Icing Resources at Multi De-Icing Zones Airport

被引:3
|
作者
Su, Jiaming [1 ]
Hu, Minghua [1 ]
Yin, Jianan [1 ]
Liu, Yingli [1 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Coll Civil Aviat, Nanjing 211106, Peoples R China
基金
中国国家自然科学基金;
关键词
Air traffic management; aircraft de-icing operation; collaborative mechanism; de-icing support resources operation; integrated optimization; receding horizon control; COST;
D O I
10.1109/ACCESS.2023.3281008
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Since the surface operation of hub airports was facing severe congestion and aircraft delay under the de-icing mode, some practical problems of improving aircraft operation and support efficiency are put forward. A two-phase model is constructed to coordinate the scheduling of aircraft surface operation (ASO) and de-icing support resources operation (DSRO). An optimized method is used to schedule the aircraft surface operation. On the basis of the scheduling results of surface operation, an aircraft and de-icing resource collaborative scheduling (ADCS) mechanism is established to optimize the assignment of aircraft and de-icing resources. The algorithm combining receding horizon control strategy and CPLEX solver (RHC-CPLEX) is designed to solve the model. Computational experiments performed on case studies of Beijing DaXing airport show some potential improvements: Firstly, for the ASO model, the RHC-CPLEX algorithm can reduce the objective function value by more than 20% compared with the FCFS algorithm. And the results shows that not only the delay distributions under different snow conditions are reasonable, but the spatial distributions of the de-icing zones of aircraft are closer to the location of their apron and allocated runway. Secondly, for the DSRO model, the RHC-CPLEX algorithm can reduce the objective function value by more than 6% compared with the algorithm based on the principle of proximity and availability. The de-icing vehicles are used efficiently and the number of refilling de-icing fluid and the free time of the de-icing vehicles can be significantly reduced.
引用
收藏
页码:56008 / 56026
页数:19
相关论文
共 50 条
  • [31] Detection of Aircraft wing icing and de-icing by optical fiber sensing with FBG array
    Gui, Xin
    Zeng, Fanhao
    Gao, Jun
    Fu, Xuelei
    Li, Zhengying
    MEASUREMENT, 2025, 247
  • [32] Studies on the Electro-Impulse De-Icing System of Aircraft
    Jiang, Xingliang
    Wang, Yangyang
    AEROSPACE, 2019, 6 (06)
  • [33] A Trolley Wire De-Icing System
    Radomski, Grzegorz
    Karys, Slawomir
    Stawczyk, Pawel
    ENERGIES, 2022, 15 (18)
  • [34] De-icing layers of interdigitated microelectrodes
    Courville, Zoe, 2000, Materials Research Society, Warrendale, PA, United States (604):
  • [35] Preventive dispatch for transmission de-icing
    Jafarishiadeh, Fatemehalsadat
    Mohammadi, Farshad
    Sahraei-Ardakani, Mostafa
    2021 IEEE POWER & ENERGY SOCIETY GENERAL MEETING (PESGM), 2021,
  • [36] A Critical Perspective on Photothermal De-Icing
    Yang, Siyan
    Liu, Jiazheng
    Hoque, Muhammad Jahidul
    Huang, Anxu
    Chen, Yiyang
    Yang, Wentao
    Feng, Jie
    Miljkovic, Nenad
    ADVANCED MATERIALS, 2025, 37 (07)
  • [37] DE-ICING USING LASERS.
    Lane, Jean W.
    Marshall, Stephen J.
    1600, : 76 - 10
  • [38] De-icing Calculation Model of Pneumatic Impulse De-icing Structure for Wind Turbine Blades and Experiment Verification
    Yu Z.
    Shu L.
    Hu Q.
    Jiang X.
    Li H.
    Diangong Jishu Xuebao/Transactions of China Electrotechnical Society, 2023, 38 (13): : 3630 - 3639
  • [39] DE-ICING OF RUNWAYS FROM AIR
    BRISCOE, J
    AERONAUTICAL JOURNAL, 1971, 75 (721): : 71 - &
  • [40] Preventive Dispatch for Transmission De-icing
    Jafarishiadeh, Fatemehalsadat
    Mohammadi, Farshad
    Sahraei-Ardakani, Mostafa
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2020, 35 (05) : 4104 - 4107