A review of ship collision risk assessment, hotspot detection and path planning for maritime traffic control in restricted waters

IF 1.9 4区 工程技术 Q2 ENGINEERING, MARINE
Hongchu Yu, Q. Meng, Z. Fang, Jingxian Liu, Lei Xu
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引用次数: 5

Abstract

Abstract The three research topics, ship collision risk assessment, ship traffic hotspot detection and prediction, and collision-avoidance based ship path planning, are vital for next-generation vessel traffic management and monitoring systems. The system development is closely related to big data analytics and artificial intelligence for restricted waters. This study, therefore, aims to analyse the state-of-the art of these three topics over the latest decade, identify research gaps, and shed light on future research avenues. To achieve these three objectives, we critically and systematically review related articles that were published during the period between 2011 and 2021. We believe that this comprehensive and critical literature review would have a significant and profound impact on the formal safety assessment and vessel traffic management, and monitoring studies because it is not only an extension but also an essential continuity work of the literature review on maritime waterway risk assessment and prediction, as well as ship path guidance for ship collision risk mitigation in accordance with current automation vessels development and modern intelligent port construction.
限制水域船舶碰撞风险评估、热点检测和路径规划研究综述
摘要船舶碰撞风险评估、船舶交通热点检测和预测以及基于防撞的船舶路径规划这三个研究主题对下一代船舶交通管理和监测系统至关重要。该系统的开发与大数据分析和限制水域的人工智能密切相关。因此,本研究旨在分析近十年来这三个主题的最新进展,找出研究差距,并为未来的研究途径提供线索。为了实现这三个目标,我们批判性地、系统地回顾了2011年至2021年期间发表的相关文章。我们相信,这篇全面而批判性的文献综述将对正式的安全评估、船舶交通管理和监测研究产生重大而深远的影响,因为它不仅是海上水道风险评估和预测文献综述的延伸,而且是其重要的连续性工作,以及根据当前船舶自动化发展和现代智能港口建设,为船舶碰撞风险缓解提供船舶路径引导。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Navigation
Journal of Navigation 工程技术-工程:海洋
CiteScore
6.10
自引率
4.20%
发文量
59
审稿时长
4.6 months
期刊介绍: The Journal of Navigation contains original papers on the science of navigation by man and animals over land and sea and through air and space, including a selection of papers presented at meetings of the Institute and other organisations associated with navigation. Papers cover every aspect of navigation, from the highly technical to the descriptive and historical. Subjects include electronics, astronomy, mathematics, cartography, command and control, psychology and zoology, operational research, risk analysis, theoretical physics, operation in hostile environments, instrumentation, ergonomics, financial planning and law. The journal also publishes selected papers and reports from the Institute’s special interest groups. Contributions come from all parts of the world.
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