Use of Evidence Theory in Fault Tree Analysis for Road Safety Inspection

被引:2
|
作者
Kronprasert, Nopadon [1 ]
Thipnee, Nattika [1 ]
机构
[1] Chiang Mai Univ, Excellence Ctr Infrastructure Technol & Transport, Dept Civil Engn, Chiang Mai, Thailand
关键词
Fault tree analysis; Evidence theory; Uncertainty; Road accident; Road safety inspection; Decision making;
D O I
10.1007/978-3-319-45559-4_9
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Road traffic accidents are among the most pressing transportation-related issues; they have not yet been addressed in a satisfactory way in many countries. They can be viewed as failures of road safety systems caused by a set of contributing components. This paper proposes a belief fault tree analysis model based on road safety inspection for identifying road infrastructure deficiencies that influence an accident occurrence and guiding highway professionals in the implementation of proper correction actions. Fault Tree Analysis is used as a risk assessment technique to diagnose the failures of road safety systems, while evidence theory is used to represent the probabilistic-based information under uncertainty gathered from expert opinions. The proposed approach is applied to analyse a real-world high-accident intersection location. It provides a means for road safety engineers to elucidate the cause of accident occurrence and to conduct road safety inspection under uncertainty.
引用
收藏
页码:84 / 93
页数:10
相关论文
共 50 条
  • [1] Epistemic uncertainty in fault tree analysis approached by the evidence theory
    Curcuru, Giuseppe
    Galante, Giacomo Maria
    La Fata, Concetta Manuela
    [J]. JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES, 2012, 25 (04) : 667 - 676
  • [2] FAULT TREE ANALYSIS BY KINETIC TREE THEORY
    VESELY, WE
    [J]. TRANSACTIONS OF THE AMERICAN NUCLEAR SOCIETY, 1969, 12 (02): : 783 - &
  • [3] A Novel Fault Tree Analysis Theory
    Huang, Yuanliang
    Zhong, Jiaqi
    [J]. MATERIALS, TRANSPORTATION AND ENVIRONMENTAL ENGINEERING, PTS 1 AND 2, 2013, 779-780 : 1711 - 1714
  • [4] Verification of Night Road Safety Inspection by Luminance Analysis
    Blodek, Tomas
    Vrtal, Pavel
    Kohout, Tomas
    Svaty, Zdenek
    Nouzovsky, Lubos
    [J]. 2024 24TH INTERNATIONAL SCIENTIFIC CONFERENCE ON ELECTRIC POWER ENGINEERING, EPE 2024, 2024, : 119 - 123
  • [5] Fuzzy fault tree analysis for structural safety
    Fujino, T
    Hadipriono, FC
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 1996, 4 (04) : 269 - 280
  • [6] Application of fault tree in software safety analysis
    Yang Hong
    Wang Hou-xiang
    Han Ruo-fei
    Li Juan
    [J]. 2009 INTERNATIONAL FORUM ON COMPUTER SCIENCE-TECHNOLOGY AND APPLICATIONS, VOL 2, PROCEEDINGS, 2009, : 207 - 208
  • [7] Safety assessment of excavation with fault tree analysis
    Chen, L.
    Gu, X.
    Long, X.
    [J]. GEORISK-ASSESSMENT AND MANAGEMENT OF RISK FOR ENGINEERED SYSTEMS AND GEOHAZARDS, 2009, 3 (03) : 126 - 133
  • [8] MODIFIED FAULT TREE ANALYSIS FOR STRUCTURAL SAFETY
    HADIPRIONO, FC
    TOH, HS
    [J]. CIVIL ENGINEERING SYSTEMS, 1989, 6 (04): : 190 - 199
  • [9] The use of not logic in fault tree analysis
    Andrews, JD
    [J]. QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2001, 17 (03) : 143 - 150
  • [10] Fault Tree Analysis for an Inspection Robot in a Nuclear Power Plant
    Ferguson, Thomas A.
    Lu, Lixuan
    [J]. 2ND INTERNATIONAL CONFERENCE ON AUTOMATION, CONTROL AND ROBOTICS ENGINEERING (CACRE 2017), 2017, 235