Revealing the true navigability of the Northern Sea Route from ice conditions and weather observations

IF 3.7 3区 工程技术 Q2 TRANSPORTATION Maritime Policy & Management Pub Date : 2022-04-14 DOI:10.1080/03088839.2022.2059717
Gleb Sibul, Peihao Yang, D. Muravev, J. Jin, L. Kong
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引用次数: 3

Abstract

ABSTRACT The authors analyzed the navigation along the Northern Sea Route (NSR) and developed the pathfinding algorithm for its strategic assessment. It creates a framework connecting weather observations with shipping operational parameters: travel speed, travel time, travel distance, the necessity of icebreaker escort. It is based on the A* algorithm, the Arctic Ice Regime Shipping System (AIRSS) methodology, and empirical relationships between ship’s speed and environmental data. The idea is to minimize travel time since sailing through areas with severe weather conditions requires speed reduction. The objective function finds the fastest safe path with minimal icebreaker escort. We used 2019–2020 environmental data to test the algorithm and analyzed daily optimal NSR transit routes for Eastbound and Westbound directions. It was shown that environmental parameters significantly affect the vessel’s path, while ice parameters make the largest contribution. Depending on the ship’s ice class and sailing season, it takes between 11 and 38 days to complete the entire route. All obtained operational parameters are valuable for assessing transportation costs, profitability, and riskiness of NSR. We provide their seasonal, monthly, and weekly values, and statistical parameters.
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从结冰条件和天气观测揭示北海航线的真正适航性
摘要分析了北海航线(NSR)的航行情况,并开发了用于其战略评估的寻路算法。它创建了一个将天气观测与航运操作参数联系起来的框架:航行速度、航行时间、航行距离、破冰船护航的必要性。它基于A*算法、北极冰情航运系统(AIRSS)方法以及船舶速度和环境数据之间的经验关系。这个想法是为了尽量减少旅行时间,因为在恶劣天气条件下航行需要减速。目标函数在最少的破冰船护送下找到最快的安全路径。我们使用2019–2020年的环境数据来测试该算法,并分析了东行和西行方向的每日最佳NSR交通路线。结果表明,环境参数对船舶路径有显著影响,而冰参数的影响最大。根据船只的冰级和航行季节,完成整个航线需要11到38天。所有获得的操作参数对于评估NSR的运输成本、盈利能力和风险都很有价值。我们提供它们的季节、月度和每周值以及统计参数。
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来源期刊
CiteScore
8.20
自引率
8.60%
发文量
66
期刊介绍: Thirty years ago maritime management decisions were taken on the basis of experience and hunch. Today, the experience is augmented by expert analysis and informed by research findings. Maritime Policy & Management provides the latest findings and analyses, and the opportunity for exchanging views through its Comment Section. A multi-disciplinary and international refereed journal, it brings together papers on the different topics that concern the maritime industry. Emphasis is placed on business, organizational, economic, sociolegal and management topics at port, community, shipping company and shipboard levels. The Journal also provides details of conferences and book reviews.
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