基于AIS的新加坡港通航水深可靠性评估

IF 4.3 2区 工程技术 Q1 ENGINEERING, OCEAN
Zeming Li , Qizhi Zhuang , Hengyong Chu , Shanlin Gao , Liang Cheng , Jian Cheng , Zhixin Duan , Qingren Xue , Yunchang Yao , Deliang Chen , Yaping Qi , Manchun Li
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引用次数: 0

摘要

船舶接地可能对人类和环境有害。船舶自动识别系统(AIS)的吃水数据可以帮助船舶避免搁浅事故。然而,AIS数据经常包含冗余和错误。船舶吃水未得到有效利用。本研究旨在设计一种基于AIS数据特点的可靠性评估方法,计算出可靠的可航水深。新加坡港被选为研究区域,以产生可通航的水深。该方法计算网格中的通航水深,并对其可靠性进行评估。评估考虑了一些因素,如船舶吃水的分散、轨迹的完整性、船舶类型和船舶航行数据。通过数据清洗和可靠性评估,可以得到通航水深产品。结果表明,该方法在通航水深计算和可靠性评估中是有效的。具体而言,该方法适用于水深为25 m的区域,包括码头、港内航道和锚地。将所得数据与其他深度预测方法进行了比较,与海图误差较小。得到的通航水深一般小于海图水深,在优化港口水深利用的同时满足安全航行的要求。该方法也应用于其他领域。总体而言,利用AIS数据计算和评估可航水深的可靠性,为提高航行安全和优化港口水深利用提供了有价值的信息。它还使AIS的通风有效。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Assessment of navigable water depth reliability in the Port of Singapore on the basis of AIS
Vessel groundings can be harmful to people and the environment. Draught in Automatic Identification System (AIS) data can help vessels avoid grounding incidents. However, AIS data often contain redundancies and errors. Vessel draught is not effectively utilized. This study aims to design a reliability assessment method based on the characteristics of AIS data to calculate reliable navigable water depth. The Port of Singapore is selected as the study area to generate navigable water depth. The proposed method calculates navigable water depth in grids and assesses its reliability. The assessment considers factors, such as the dispersion of a vessel’s draught, completeness of trajectories, type of vessels, and Vessel voyage data. A navigable water depth product can be obtained through data cleaning and reliability assessment. Results demonstrate the effectiveness of the proposed method in calculating navigable water depth and assessing reliability. Specifically, the method performs well in areas whose water depth is <25 m, including wharves, inner harbor channels, and anchorages. The data are compared with other depth prediction methods, and the error between it and the charts is relatively small. The obtained navigable water depth is generally less than the chart depth and meets the requirements for safe navigation while optimizing the utilization of water depth in the port. The methodology has also been applied in other areas. Overall, utilizing AIS data to calculate and assess the reliability of navigable water depth provides valuable information for enhancing navigational safety and optimizing port water depth utilization. It also makes draught in AIS effective.
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来源期刊
Applied Ocean Research
Applied Ocean Research 地学-工程:大洋
CiteScore
8.70
自引率
7.00%
发文量
316
审稿时长
59 days
期刊介绍: The aim of Applied Ocean Research is to encourage the submission of papers that advance the state of knowledge in a range of topics relevant to ocean engineering.
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