Risk assessment of collisions of an autonomous passenger ferry

被引:18
作者
Guo, Chuanqi [1 ]
Haugen, Stein [1 ]
Utne, Ingrid B. [1 ]
机构
[1] Norwegian Univ Sci & Technol, Dept Marine Technol IMT, Trondheim, Norway
关键词
Risk assessment; Bayesian belief network; autonomous ships; collision; MODEL; SAFETY;
D O I
10.1177/1748006X211050714
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Autonomous transportation is an increasingly popular concept and is gradually becoming a reality. This transformation also changes the way people travel. For example, the autonomous ferry is an emerging alternative for residents living in coastal areas. To evaluate the safety of an autonomous ferry, a thorough safety review is necessary. This paper makes an initial attempt by developing a model for performing a risk assessment of collisions between an autonomous ship with manned vessels and applying this to a specific ferry operating in a canal. The safety barriers to prevent a collision are identified, as well as the respective failure modes. A Bayesian belief network is employed to model the collision and to quantitively assess the collision risk of the autonomous ferry. Relevant data are collected to perform a quantitative risk analysis. By running the model, the likelihood of a collision is calculated. A sensitivity analysis is also performed to identify the most contributing causes.
引用
收藏
页码:425 / 435
页数:11
相关论文
共 28 条
[1]  
Adams W. A., 2004, INTELEC 26th Annual International Telecommunications Energy Conference (IEEE Cat. No.04CH37562), P73
[2]  
[Anonymous], 2002, Offshore reliability data handbook
[3]  
Beurden-Amkreutz, 2007, SAFETY EQUIPMENT REL
[4]   Risk assessment of the operations of maritime autonomous surface ships [J].
Chang, Chia-Hsun ;
Kontovas, Christos ;
Yu, Qing ;
Yang, Zaili .
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2021, 207
[5]  
Det Norske Veritas, 2003, FORM AAF ASS LARG PA
[6]  
DNV GL, 2018, POSITION PAPER
[7]   A framework to identify factors influencing navigational risk for Maritime Autonomous Surface Ships [J].
Fan, Cunlong ;
Wrobel, Krzysztof ;
Montewka, Jakub ;
Gil, Mateusz ;
Wan, Chengpeng ;
Zhang, Di .
OCEAN ENGINEERING, 2020, 202
[8]  
Glossary of Meteorology, 2010, CAT RAINF INT
[9]  
Hanninen M, 2010, TRANSNAV, V4, P79
[10]  
Havdal Gina, 2017, DESIGN SMALL AUTONOM