Railway risk assessment - the fuzzy reasoning approach and fuzzy analytic hierarchy process approaches: a case study of shunting at Waterloo depot

被引:44
|
作者
An, M. [1 ]
Huang, S. [1 ]
Baker, C. J. [1 ]
机构
[1] Univ Birmingham, Sch Engn, Dept Civil Engn, Birmingham B15 2TT, W Midlands, England
关键词
railway safety; risk assessment; fuzzy reasoning approach; fuzzy analytical hierarchy process; shunting at Waterloo depot;
D O I
10.1243/09544097JRRT106
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Railway safety is a very complicated subject, which is determined by numerous aspects including human error. Many of the railway risk assessment techniques currently used are comparatively mature tools. However, in many circumstances, the application of these tools may not give satisfactory results because the risk data are incomplete or there is a high level of uncertainty involved in the risk data. This article presents a risk assessment methodology for conducting systematic risk assessment using fuzzy reasoning approach and fuzzy analytical hierarchy decision-making process. In this method, qualitative descriptors are employed to describe frequency of occurrence, consequence severity, weight factor, and risk level. The proposed risk assessment method can evaluate both qualitative and quantitative risk data, and information associated with railway operation efficiently and effectively. The outcomes of risk assessment are represented as the risk degrees and the defined risk categories of risk levels (RLs) with a belief of percentage, which provide very useful risk information to decision makers. This will provide railway risk analysts, managers, and engineers with a method and tool to improve their safety management and set safety standards. A case study of risk assessment of shunting at Waterloo depot is used to illustrate the application of the proposed methodology.
引用
收藏
页码:365 / 383
页数:19
相关论文
共 50 条
  • [1] Integration of Fuzzy Reasoning approach (FRA) and Fuzzy Analytic Hierarchy Process (FAHP) for Risk Assessment in Mining Industry
    Verma, Shikha
    Chaudhri, Sharad
    JOURNAL OF INDUSTRIAL ENGINEERING AND MANAGEMENT-JIEM, 2014, 7 (05): : 1347 - 1367
  • [2] A fuzzy reasoning and fuzzy-analytical hierarchy process based approach to the process of railway risk information: A railway risk management system
    An, Min
    Chen, Yao
    Baker, Chris J.
    INFORMATION SCIENCES, 2011, 181 (18) : 3946 - 3966
  • [3] Research on Risk Assessment of CTCS based on Fuzzy Reasoning and Analytic Hierarchy Process
    Xu Yingying
    Liu Chao
    Tang Tao
    PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION PROCESSING (ICIIP'16), 2016,
  • [4] Risk analysis in construction sites using fuzzy reasoning and fuzzy analytic hierarchy process
    Majumder, Debasish
    Debnath, Joy
    Biswas, Animesh
    FIRST INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE: MODELING TECHNIQUES AND APPLICATIONS (CIMTA) 2013, 2013, 10 : 604 - 614
  • [5] Study on Software Project Risk Assessment based on Fuzzy Analytic Hierarchy Process
    Meng, Yu-qiao
    2017 IEEE 3RD INFORMATION TECHNOLOGY AND MECHATRONICS ENGINEERING CONFERENCE (ITOEC), 2017, : 853 - 857
  • [6] Fuzzy Analytic Hierarchy Process in a Graphical Approach
    Paweł Karczmarek
    Witold Pedrycz
    Adam Kiersztyn
    Group Decision and Negotiation, 2021, 30 : 463 - 481
  • [7] Fuzzy Analytic Hierarchy Process in a Graphical Approach
    Karczmarek, Pawel
    Pedrycz, Witold
    Kiersztyn, Adam
    GROUP DECISION AND NEGOTIATION, 2021, 30 (02) : 463 - 481
  • [8] Fuzzy approach for prioritization in the Analytic Hierarchy Process
    Yan, CM
    Mikhailov, L
    ADVANCES IN INTELLIGENT SYSTEMS: THEORY AND APPLICATIONS, 2000, 59 : 84 - 89
  • [9] A study on oil pipeline risk assessment technique based on fuzzy analytic hierarchy process
    Key Laboratory of Enhance Oil and Gas Recovery of Educational Ministry, Northeast Petroleum University, Daqing, China
    Dong, Hang, 1600, Bentham Science Publishers B.V., P.O. Box 294, Bussum, 1400 AG, Netherlands (07):
  • [10] The Risk Assessment of Logistic Finance Based on the Fuzzy Analytic Hierarchy Process
    Li, Xiaolong
    Zhang, Runtong
    PROCEEDINGS OF 2ND CONFERENCE ON LOGISTICS, INFORMATICS AND SERVICE SCIENCE (LISS 2012), VOLS 1 AND 2, 2013,