Vulnerability assessment of strait/canals in maritime transportation using fuzzy evidential reasoning approach

被引:12
作者
Jiang, Meizhi [1 ]
Wang, Benmei [1 ]
Hao, Yingjun [1 ]
Chen, Shijun [2 ]
Lu, Jing [3 ,4 ]
机构
[1] Zhejiang Sci Res Inst Transport, Transport Dev Res Ctr, Hangzhou, Peoples R China
[2] Port & Nav Res Inst, Zhejiang Sci Res Inst Transport, Hangzhou, Peoples R China
[3] Dalian Maritime Univ, Coll Transportat Engn, Dalian, Peoples R China
[4] Dalian Maritime Univ, Coll Transportat Engn, 1 Linghai Rd, Dalian 116026, Peoples R China
关键词
evidential reasoning; fuzzy logic; maritime transportation; safety and security; straits; canals; vulnerability assessment; RISK-ASSESSMENT; RESILIENCE; SYSTEM; RULE;
D O I
10.1111/risa.14074
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
The safety and security of straits and canals have been playing an important role in maritime transportation. The disruption of a strait or canal will lead to increased transportation costs and world trade problems. Therefore, an advanced approach incorporating fuzzy logic and an evidential reasoning (ER) algorithm is developed to conduct the vulnerability assessment of straits or canals in this paper. A hierarchical structure is first developed taking into account both qualitative and quantitative factors. The fuzzy rule-based transformation technique is applied to convert quantitative factors into qualitative ones, which enables the application of a fuzzy ER method to synthesize all the information from the bottom to the top along the developed hierarchical structure. The software of intelligent decision system (IDS) is used to facilitate the process of vulnerability assessment. The developed framework then is validated and demonstrated in a case study for vulnerability prioritization which can be used as a reference to ensure the safety and security of straits and canals for decision-makers.
引用
收藏
页码:1795 / 1810
页数:16
相关论文
共 49 条
[1]   Advanced uncertainty modelling for container port risk analysis [J].
Alyami, Hani ;
Yang, Zaili ;
Riahi, Ramin ;
Bonsall, Stephen ;
Wang, Jin .
ACCIDENT ANALYSIS AND PREVENTION, 2019, 123 :411-421
[2]  
[Anonymous], 2012, Review of maritime transport
[3]   Modeling and vulnerability analysis of interdependent railway and power networks: Application to British test systems [J].
Belle, Andrea ;
Zeng, Zhiguo ;
Duval, Carole ;
Sango, Marc ;
Barros, Anne .
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2022, 217
[4]   FUZZY-LOGIC PRIORITIZATION OF FAILURES IN A SYSTEM FAILURE MODE, EFFECTS AND CRITICALITY ANALYSIS [J].
BOWLES, JB ;
PELAEZ, CE .
RELIABILITY ENGINEERING & SYSTEM SAFETY, 1995, 50 (02) :203-213
[5]   Vulnerability of international freight flows to shipping network disruptions: A multiplex network perspective [J].
Calatayud, Agustina ;
Mangan, John ;
Palacin, Roberto .
TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2017, 108 :195-208
[6]   A fast reaction-based port vulnerability assessment: Case of Tianjin Port explosion [J].
Cao, Xinhu ;
Lam, Jasmine Siu Lee .
TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE, 2019, 128 :11-33
[7]   A methodology for quantitative vulnerability assessment of coupled multi-hazard in Chemical Industrial Park [J].
Chen, Guohua ;
Huang, Kongxing ;
Zou, Mengting ;
Yang, Yunfeng ;
Dong, Haoyu .
JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES, 2019, 58 :30-41
[8]  
CNBC, 2020, CNBC WEB PAGE
[9]   Resilience and Vulnerability in Supply Chain: Literature review [J].
Elleach, H. ;
Dafaoui, E. ;
Elmhamedi, A. ;
Chabehoub, H. .
IFAC PAPERSONLINE, 2016, 49 (12) :1448-1453
[10]   VULNERABILITY, CAPACITY AND RESILIENCE: PERSPECTIVES FOR CLIMATE AND DEVELOPMENT POLICY [J].
Gaillard, J. C. .
JOURNAL OF INTERNATIONAL DEVELOPMENT, 2010, 22 (02) :218-232