智能船舶航行风险评估研究现状与发展趋势

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  • (大连海事大学  航海学院,辽宁 大连 116026)
张文君(1986—),男,博士生;张英俊(1965—),男,博士,教授,博士生导师,研究方向:海上智能运输工程。刘子豪(1993—),男,博士,讲师,研究方向:海上交通安全。E-mail:zhangwenjun@dlmu.edu.cn

收稿日期: 2023-06-14

  修回日期: 2023-10-12

  录用日期: 2023-10-12

  网络出版日期: 2023-10-12

基金资助

国家自然科学基金重点项目(52231014)

 Research status and development trends of  intelligent ships navigation risk assessment

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  • (Navigation College, Dalian Maritime University, Dalian 116026, China)

Received date: 2023-06-14

  Revised date: 2023-10-12

  Accepted date: 2023-10-12

  Online published: 2023-10-12

摘要

对智能船舶航行风险类别及来源进行汇总,介绍智能船舶航行风险评估研究的发展历程及目前的研究热点,并按研究方法对智能船舶航行风险评估的研究成果进行分类;提出智能船舶航行风险研究存在的问题,并从多角度、从方法到体系对智能船舶航行风险评估研究未来的发展趋势进行分析。本文可为智能船舶的风险评估、智能航行系统开发及推广应用等提供理论参考和实践支撑,提升智能航运新业态下的海上交通安全。

本文引用格式

张文君, 张英俊, 刘子豪 . 智能船舶航行风险评估研究现状与发展趋势[J]. 大连海事大学学报, 2023 , 49(4) : 13 -19 . DOI: 10.16411/j.cnki.issn1006-7736.2023.04.002

Abstract

The risk categories and sources of intelligent ship navigation were summarized, the development process and current research hotspots of intelligent ship navigation risk assessment were introduced, and the research results of intelligent ship navigation risk assessment were classifed according to research methods. The problems in the research of intelligent ship navigation risk were proposed, and the future development trend of intelligent ship navigation risk assessment research was analyzed from multiple perspectives, and from methods to systems. This paper can provide theoretical reference and practical support for risk assessment of intelligent ships, develop and promote the maritime traffic safety of intelligent navigation systems in the new industry of intelligent shipping.

参考文献

[1]AUTHORITY D M. Analysis of regulatory barriers to the use of autonomous ships[R], 2017.
[2]DNVGL. Remote-controlled-and-autonomous-ships[R], 2018.
[3]LR, QINETI Q, UK U O S. Global marine technology trends 2030, Lloyd's register[R], 2017.
[4]  张英俊,翟鹏宇.  海运船舶自主避碰技术研究进展与趋势[J].  大连海事大学学报,  2022,48(3):1-11. 
ZHANG Y,ZHAI P.  Research progress and trend of autonomous collision avoidance technology for marine ships[J].  Journal of Dalian Maritime University,  2022,48(3):1-11.
[5]  UTNE I B, ROKSETH B, SØRENSEN A J, et al. Towards supervisory risk control of autonomous ships[J]. Reliability Engineering & System Safety, 2020, 196:106757.
[6] 张文君,张英俊,张闯. 基于HHM-RFRM理论的智能船舶航行风险识别与筛选[J]. 安全与环境学报, 2023,23(2): 333-340.
ZHANG W,ZHANG Y,Zhang C.  Intelligent ship navigation risk identification and screening based on HHM-RFRM method[J].  Journal of Safety and Environment,  2023,23(2):333-340.
[7]BRATIĆ K, PAVIĆ I, VUKŠA S, et al. Review of Autonomous and Remotely Controlled Ships in Maritime Sector[J]. Transactions on Maritime Science, 2019, 8(2):253-265.
[8]  周翔宇. 面向自主船舶的危险分析方法研究[D].大连:大连海事大学,2020.
ZHOU X. Research on Hazard Analysis Method for Autonomous Ships[D]. Dalian: Dalian Maritime University, 2020.
[9]CHEN P, HUANG Y, MOU J, et al. Probabilistic risk analysis for ship-ship collision: State-of-the-art[J]. Safety Science, 2019, 117:108-122.
[10]UTNE I B, JSØRENSEN A, SCHJØLBERG I. Risk management of autonomous marine systems and operations[J]. American Society of Mechanical Engineers, 2017:1-10.
[11]WROBEL K, KRATA P, MONTEWKA J, et al. Towards the Development of a Risk Model for Unmanned Vessels Design and Operations[J]. TransNav, the International Journal on Marine Navigation and Safety of Sea Transportation, 2016, 10(2):267-274.
[12]LEVESON N G. Engineering a Safer World: Systems Thinking Applied to Safety[M]. The MIT Press, 2012.
[13]WRÓBEL K, MONTEWKA J, KUJALA P. Towards the development of a system-theoretic model for safety assessment of autonomous merchant vessels[J]. Reliability Engineering & System Safety, 2018, 178:209-224.
[14]JALONEN R, TUOMINEN R, WAHLSTRÖM M. Safety of Unmanned Ships Safe Shipping with Autonomous and Remote Controlled Ship[R]. Espoo: Aalto University, 2017.
[15]YANG X, UTNE I B, SANDØY S, et al. A systems-theoretic approach to hazard identification of marine systems with dynamic autonomy[J]. Ocean Engineering, 2020, 217:107930.[73] FAN C, WRÓBEL K, MONTEWKA J, et al. A framework to identify factors influencing navigational risk for Maritime Autonomous Surface Ships[J]. Ocean engineering, 2020, 202:107188.
[16]ROKSETH B, UTNE I B, VINNEM J E. A systems approach to risk analysis of maritime operations[J]. Proceedings of the Institution of Mechanical Engineers. Part O, Journal of risk and reliability, 2017, 231(1):53-68.
[17]FAN C, WRÓBEL K, MONTEWKA J, et al. A framework to identify factors influencing navigational risk for Maritime Autonomous Surface Ships[J]. Ocean engineering, 2020, 202:107188.
[18]RAMOS M A, THIEME C A, UTNE I B, et al. Human-system concurrent task analysis for maritime autonomous surface ship operation and safety[J]. Reliability Engineering & System Safety, 2020, 195:106697.
[19]HOEM Å S, VEITCH E, VASSTEIN K. Human-centred risk assessment for a land-based control interface for an autonomous vessel[J]. WMU Journal of Maritime Affairs, 2022, 21(2):179-211.
[20] BAO J, YU J, L Y, et al. A novel approach to risk analysis of automooring operations on autonomous vessels[J]. Maritime Transport Research, 2022, 3:100050.
[21] JOHANSEN T, BLINDHEIM S, TORBEN T R, et al. Development and testing of a risk-based control system for autonomous ships [J]. Reliability Engineering & System Safety, 2023, 234:109195.
[22] FAN C, MONTEWKA J, ZHANG D. A risk comparison framework for autonomous ships navigation [J]. Reliability Engineering & System Safety, 2023, 226:108709.
[23]BURMEISTERA H, BRUHNA W C, RØDSETHB Ø J, et al. Can unmanned ships improve navigational safety: Transport Research Arena[C], 2014.
[24]AHVENJÄRVI S. The Human Element and Autonomous Ships[J]. TransNav, the International Journal on Marine Navigation and Safety of Sea Transportation, 2016,10(3):517-521.
[25]WRÓBEL K, MONTEWKA J, KUJALA P. System-theoretic approach to safety of remotely-controlled merchant vessel[J]. Ocean Engineering, 2018, 152:334-345.
[26]THIEME C A, UTNE I B, HAUGEN S. Assessing Ship Risk Model Applicability to Marine Autonomous Surface Ships[J]. Ocean Engineering, 2018, 165: 140-154.
[27]RINGBOM H. Regulating Autonomous Ships-Concepts, Challenges and Precedents[J]. Ocean development and international law, 2019, 50(2-3):141-169.
[28]孙旭, 蔡玉良, 于淳. 智能航行辅助决策系统风险评估及控制措施研究[J]. 中国航海, 2021,44(4):118-124.
[29] JOHANSEN T, BLINDHEIM S, TORBEN T R, et al. Development and testing of a risk-based control system for autonomous ships [J]. Reliability Engineering & System Safety, 2023, 234:109195.
[30]LUO X, HE H, ZHANG X, et al. Failure Mode Analysis of Intelligent Ship Positioning System Considering Correlations Based on Fixed-Weight FMECA[J]. Processes, 2022, 10(12):2677.
[31]KAVALLIERATOS G K S G V. Cyber-attacks against the autonomous ship[J]. Computer security, 2018:20-36.
[32]VINNEM J E, UTNE I B. Risk from cyberattacks on autonomous ships[M]//Haugen S, Barros A, van Gulijk C, et al. CRC Press, 2018:1485-1492.
[33]KOMIANOS A. The Autonomous Shipping Era. Operational, Regulatory, and Quality Challenges[J]. TransNav, the International Journal on Marine Navigation and Safety of Sea Transportation, 2018, 12(2):335-348.
[34]PORATHE T, HOEM Å, RØDSETH Ø, et al. At least as safe as manned shipping? Autonomous shipping, safety and “human error”[M]//Haugen S, Barros A, van Gulijk C, et al. CRC Press, 2018:417-425.
[35]ABILIO RAMOS M, UTNE I B, MOSLEH A. Collision avoidance on maritime autonomous surface ships: Operators’ tasks and human failure events[J]. Safety Science, 2019, 116:33-44.
[36]LIU C, CHU X, WU W, et al. Human–machine cooperation research for navigation of maritime autonomous surface ships: A review and consideration[J]. Ocean Engineering, 2022, 246:110555.
[37]TAM K, JONES K D. Maritime cybersecurity policy: the scope and impact of evolving technology on international shipping[J]. Journal of cyber policy, 2018, 3(2):147-164.
[38]WRÓBEL K, GIL M, MONTEWKA J. Identifying research directions of a remotely-controlled merchant ship by revisiting her system-theoretic safety control structure[J]. Safety Science, 2020, 129:104797.
[39]WRÓBEL K, MONTEWKA J, KUJALA P. Towards the assessment of potential impact of unmanned vessels on maritime transportation safety[J]. Reliability Engineering & System Safety, 2017, 165:155-169.
[40]RØDSETH Ø J, BURMEISTER H. Risk Assessment for an Unmanned Merchant Ship[J]. TransNav, the International Journal on Marine Navigation and Safety of Sea Transportation, 2015,9(3):357-364.
[41]BURMEISTER H, BRUHN W, RØDSETH Ø J, et al. Autonomous Unmanned Merchant Vessel and its Contribution towards the e-Navigation Implementation: The MUNIN Perspective[J]. International Journal of e-Navigation and Maritime Economy, 2014, 1:1-13.
[42]BOLBOT V, THEOTOKATOS G, BUJORIANU L M, et al. Vulnerabilities and safety assurance methods in Cyber-Physical Systems: A comprehensive review[J]. Reliability Engineering & System Safety, 2019, 182:179-193.

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