Estimation and Comparison of Accuracy in Various Data Resolutions on Optimal Ship Routing Across the North Pacific Ocean

K. Sasa, Takuya Fujimatsu, Chen Chen, R. Shoji
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引用次数: 1

Abstract

The amount of maritime cargo has been increasing for several decades. However, most seafarers have been shifting from lifetime employment to temporary employment. This may result in the ships lacking the adept techniques of seafarers, which significantly increases the reliance and importance of operational support systems. There are many studies on optimal ship routing, but its accuracy has not been discussed sufficiently. Especially, the grid point value on the weather database is the most important factor to discuss regarding its accuracy. In the field of meteorology, these databases have been improved to include global data in recent decades. In this study, the simulation results are compared to know the influence to the accuracy if the spatial and time resolutions vary in each condition. Optimal ship routing is computed using the isochrone method, which is one of the major methods of route analysis. Numerical simulations are conducted for a container ship between Tokyo and Los Angeles, with the weather databases of National Centers for Environmental Prediction (NCEP) and National Oceanic and Atmospheric Administration (NOAA). It is known that there are no significant differences between each resolution setting. However, the optimal voyage routes are different if the ship avoids high waves or strong winds in any direction. The accuracy is more influenced by the maneuverability in rough seas than the spatial and time resolutions of the weather databases. Accordingly, optimal ship routing must consider the actual maneuvering and speed loss theories, besides the development of a meteorological database.
跨北太平洋船舶最优航路不同数据分辨率下的精度估计与比较
几十年来,海运货物的数量一直在增加。然而,大多数海员已经从终身就业转向临时就业。这可能导致船舶缺乏熟练的海员技术,这大大增加了对操作支持系统的依赖和重要性。船舶最优路线的研究很多,但对其精度的讨论还不够充分。其中,气象数据库上的网格点值是影响其精度的最重要因素。在气象学领域,这些数据库在最近几十年得到了改进,以包括全球数据。本研究通过对比仿真结果,了解不同条件下空间和时间分辨率对精度的影响。船舶最优航路采用等时线法计算,这是航路分析的主要方法之一。利用美国国家环境预报中心(NCEP)和美国国家海洋和大气管理局(NOAA)的气象数据库,对东京至洛杉矶之间的一艘集装箱船进行了数值模拟。已知各分辨率设置之间无显著差异。然而,如果船只避开任何方向的大浪或强风,最佳航行路线就会有所不同。与气象数据库的空间和时间分辨率相比,其精度更受风浪条件下机动性能的影响。因此,优化船舶航线除了要建立气象数据库外,还必须考虑实际机动和航速损失理论。
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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