Network analysis of Chinese air transport delay propagation

被引:0
|
作者
Massimiliano Zanin [1 ,2 ]
Seddik Belkoura [1 ]
Zhu Yanbo [3 ]
机构
[1] 不详
[2] Innaxis Foundation & Research Institute
[3] 不详
[4] Faculdade de Ciencias e Tecnologia,Departamento de Engenharia Electrotecnica,Universidade Nova de Lisboa
[5] Aviation Data Communication Corporation
关键词
D O I
暂无
中图分类号
V35 [航空港(站)、机场及其技术管理];
学科分类号
摘要
The Chinese air transport system has witnessed an important evolution in the last decade,with a strong increase in the number of flights operated and a consequent reduction of their punctuality.In this contribution,we propose modelling the process of delay propagation by using complex networks,in which nodes are associated to airports,and links between pairs of them are assigned when a delay propagation is detected.Delay time series are analysed through the wellknown Granger Causality,which allows detecting if one time series is causing the dynamics observed in a second one.Results indicate that delays are mostly propagated from small and regional airports,and through flights operated by turbo-prop aircraft,These insights can be used to design strategies for delay propagation dampening,as for instance by including small airports into the system's Collaborative Decision Making.
引用
收藏
页码:491 / 499
页数:9
相关论文
共 50 条
  • [31] Interplay of network topologies in aviation delay propagation: A complex network and machine learning analysis
    Li, Qiang
    Wu, Lu
    Guan, Xinjia
    Tian, Ze-jin
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2024, 638
  • [32] Analysis of the Weighted Chinese Air Transportation Multilayer Network
    Hong, Chen
    Liang, Boyuan
    PROCEEDINGS OF THE 2016 12TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2016, : 2318 - 2321
  • [33] Analysis of flight conflicts in the Chinese air route network
    Zhang, Mingyuan
    Liang, Boyuan
    Wang, Sheng
    Perc, Matjaz
    Du, Wenbo
    Cao, Xianbin
    CHAOS SOLITONS & FRACTALS, 2018, 112 : 97 - 102
  • [34] Simulation Analysis on Flight Delay Propagation Under Different Network Configurations
    Zhang, Haoyu
    Wu, Weiwei
    Zhang, Shengrun
    Witlox, Frank
    IEEE ACCESS, 2020, 8 : 103236 - 103244
  • [35] Analysis of Delay Propagation in China: From Complex Network Theory Perspective
    Li, Qiang
    Liu, Jusheng
    He, Jianjia
    2022 IEEE 25TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC), 2022, : 3725 - 3732
  • [36] A Comparative Analysis of Delay Propagation on Departure and Arrival Flights for a Chinese Case Study
    Zheng, Zhe
    Wei, Wenbin
    Hu, Minghua
    AEROSPACE, 2021, 8 (08)
  • [37] Topology and Robustness Analysis of Temporal Air Transport Network
    Sano, Humberto Hayashi
    Berton, Lilian
    PROCEEDINGS OF THE 35TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING (SAC'20), 2020, : 1881 - 1884
  • [38] Exploration of the global air transport network using social network analysis
    Nikhilesh Prabhakar
    L. Jani Anbarasi
    Social Network Analysis and Mining, 2021, 11
  • [39] Exploration of the global air transport network using social network analysis
    Prabhakar, Nikhilesh
    Anbarasi, L. Jani
    SOCIAL NETWORK ANALYSIS AND MINING, 2021, 11 (01)
  • [40] Enhanced delay propagation tree model with Bayesian Network for modelling flight delay propagation
    Wu, Weiwei
    Wu, Cheng-Lung
    TRANSPORTATION PLANNING AND TECHNOLOGY, 2018, 41 (03) : 319 - 335