Study on Safety Assessment of Air Traffic Management System Based on Bayesian Networks

被引:0
|
作者
Chen, Fang [1 ]
Sun, Yao [1 ]
机构
[1] Civil Aviat Univ China, Coll Safety Sci & Engn, Tianjin, Peoples R China
关键词
Air Traffic Management; safety assessment; uncertainty; Bayesian network (BN);
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
An index system of evaluating safety for air traffic management system based on system engineering idea and principle, where human, facility, environment and management are considered as essential factors was established. A method for Air Traffic Management safety assessment using Bayesian network (BN) was constructed, based on its excellent abilities of expressing and reasoning knowledge under uncertain environment. The assessment model is able to deal with complicated logic relationship as well as the different opinions of experts. The output of the safety assessment model can be used to predict and diagnose different safety conditions. It was suggested that the safety assessment model is effective and reasonable by applying to safety assessment of Air Traffic Management units.
引用
收藏
页码:729 / 736
页数:8
相关论文
共 50 条
  • [31] A Simulation Tool for a Laser Based Air Traffic Management System
    Salerno, Mario
    Costantini, Giovanni
    Carota, Massimo
    Casali, Daniele
    Todisco, Massimiliano
    PROCEEDINGS OF THE 8TH WSEAS INTERNATIONAL CONFERENCE ON CIRCUITS, SYSTEMS, ELECTRONICS, CONTROL & SIGNAL PROCESSING (CSECS'09), 2009, : 122 - +
  • [32] Ground Based Sense and Avoid System for Air Traffic Management
    Meer, Irshad A.
    Ozger, Mustafa
    Lundmark, Magnus
    Sung, Ki Won
    Cavdar, Cicek
    2019 IEEE 30TH ANNUAL INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS (PIMRC), 2019, : 1724 - 1729
  • [33] System dynamics application in air traffic management: A case study
    Ulrey, Mike
    Shakarian, Arek
    2008 INTEGRATED COMMUNICATIONS, NAVIGATION AND SURVEILLANCE CONFERENCE, 2008, : 35 - 46
  • [34] Uncertainties handling in safety system performance assessment by using fuzzy Bayesian networks
    Mechri, Walid
    Snene, Wassim
    Ben Othman, Kamel
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2017, 33 (02) : 995 - 1006
  • [35] Safety Management of Traffic Accident Scene Based on System Dynamics
    Zhang Wen-hui
    Xu Hong-guo
    Wu Biao
    Li Sheng-qin
    INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION TECHNOLOGY AND AUTOMATION, VOL 2, PROCEEDINGS, 2008, : 482 - +
  • [36] Towards understanding work-as-done in air traffic management safety assessment and design
    Woltjer, Rogier
    Pinska-Chauvin, Ella
    Laursen, Tom
    Josefsson, Billy
    RELIABILITY ENGINEERING & SYSTEM SAFETY, 2015, 141 : 115 - 130
  • [37] Study on BRT road traffic safety management programmeng system
    Zhang, SJ
    Yang, H
    Yao, FJ
    Li, H
    PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS 1 AND 2: MODERN INDUSTRIAL ENGINEERING AND INNOVATION IN ENTERPRISE MANAGEMENT, 2005, : 1082 - 1086
  • [38] Simulation-based Bayesian optimal design of aircraft trajectories for air traffic management
    Kantas, N.
    Lecchini-Visintini, A.
    Maciejowski, J. M.
    INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2010, 24 (10) : 882 - 899
  • [39] Fault diagnosis of building air condition system based on bayesian networks
    Zhang, QiDing
    Xu, JinYu
    PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON RISK AND RELIABILITY MANAGEMENT, VOLS I AND II, 2008, : 618 - 621
  • [40] Safety Risk Assessment of Air Traffic Control System Based on the Game Theory and the Cloud Matter Element Analysis
    Tang, Jiawen
    Wang, Di
    Ye, Wei
    Dong, Bing
    Yang, Huijuan
    SUSTAINABILITY, 2022, 14 (10)