基于AIS数据的船舶风险领域模型  

Ship risk domain model based on AIS data

作　　者：杨家轩[1,2] 于潇雨 YANG Jia-xuan;YU Xiao-yu(Navigation College,Dalian Maritime University,Dalian 116026,China;Key Laboratory of Navigation Safety Guarantee of Liaoning Province,Dalian 116026,China)

机构地区：[1]大连海事大学航海学院,辽宁大连116026 [2]辽宁省航海安全保障重点实验室,辽宁大连116026

出　　处：《舰船科学技术》2024年第7期141-147,共7页Ship Science and Technology

基　　金：国家自然科学基金资助项目(41861144014)。

摘　　要：为构建船舶风险领域及分析其特征,基于船舶自动识别系统(Automatic Identification System,AIS)数据提出一种具有风险级别的船舶领域模型。首先,根据预处理后的AIS数据,获取他船相对于本船的位置。然后,采用椭圆领域边界对船舶相对位置数据进行筛选,同时获取到代表风险级别的临界点,并使用最小二乘法对其进行拟合,从而得到船舶风险领域。最后,利用老铁山水道中149 m、190 m、229 m、300 m船舶的AIS数据对所提方法进行验证,并分析船舶风险领域的特征。结果表明,该方法可以较好地反映船舶的风险级别;在同一风险级别时,不同尺度船舶间的风险领域长、短半轴与船长之比差异较小;风险级别为1的船舶领域边界接近于圆形;他船在本船周围分布的密集程度不同。本研究所提模型对航行安全保障、航行风险研究有一定的参考意义。To construct a ship risk domain and analyze its characteristics,a ship domain model with risk levels is proposed based on Automatic Identification System(AIS) data.Firstly,the position of other ships relative to the ship is obtained based on the pre-processed AIS data.Then,the elliptical domain boundary is used to filter the relative position data of the ship,and the critical points representing the risk level are obtained and fitted using the least squares method to obtain the ship risk domain.Finally,the proposed method is validated using AIS data of 149 m,190 m,229 m,and 300 m ships in the Laotieshan Channel,and the characteristics of the ship risk domain are analyzed.The results show that the method can better reflect the risk level of ships;the ratio of the long and short semi-axes of the risk domain to the length of the ship differs less between ships of different scales at the same risk level;the boundary of the domain of a ship with risk level 1 is close to circular;the density of other ships distributed around the ship is different.The model proposed in this study is a reference for navigation safety and security.

关 键 词：AIS数据 椭圆领域 风险级别 船舶风险领域模型 

分 类 号：U675.7[交通运输工程—船舶及航道工程]