• DocumentCode
    478524
  • Title

    Analysis of Sequence Flight Delay and Propagation Based on the Bayesian Networks

  • Author

    Cao, Weidong ; Ding, Jianli ; Wang, Hong

  • Author_Institution
    Inst. of Syst. Eng., Tianjin Univ., Tianjin
  • Volume
    6
  • fYear
    2008
  • fDate
    18-20 Oct. 2008
  • Firstpage
    338
  • Lastpage
    343
  • Abstract
    Flight delay is becoming more and more serious in air transportation system. This paper attempts to apply the Bayesian Method in the analysis of flight data. It pays much attention to the situation of the same plane in sequence flight. The Bayesian networks for this purpose were constructed using the Netica software package. The sequence flight data analysis is made by the Bayesian Network inference and tested by the real flight data. The result shows, based on probability statistics, the model could better reflect the reason distribution of sequence flight delay and delay propagation state.
  • Keywords
    aerospace computing; belief networks; probability; Bayesian networks; Netica software package; delay propagation; flight data; probability statistics; sequence flight delay; Aerospace engineering; Air transportation; Airports; Bayesian methods; Computer networks; Data analysis; Delay effects; Educational institutions; Propagation delay; Systems engineering and theory; Bayesian inference; Bayesian networks; Delay propagation; Flight delay; Sequence Flights;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Computation, 2008. ICNC '08. Fourth International Conference on
  • Conference_Location
    Jinan
  • Print_ISBN
    978-0-7695-3304-9
  • Type

    conf

  • DOI
    10.1109/ICNC.2008.423
  • Filename
    4667856