Vessel risk analysis is critical for safe ship navigation and maritime safety management. Near-miss collisions by ships comprise an significant risk, which may be complicated by factors, such as the ship conditions, waterway environment, and driving behavior of any ships encountered. Previous studies have rarely considered how to automatically and adaptively estimate the risk of near-miss collisions for different situations, particularly in port areas. In this paper, we propose an automatic identification system-based approach for adaptively calibrating near-miss collision risk model and assessing a ship’s near-miss collision risk by using the vessel’s speed and course patterns to obtain a robust estimate of the collision risk. Six measures are employed to determine the hierarchical geographical distribution of the near-miss collision risk for ships in port areas and to identify the high-risk areas. Some predicted high-risk areas were validated as official precautionary areas in the Xiamen Port area. All predicted areas may help the port administration to plan monitoring areas to ensure safe traffic flow in the port.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Automatic Identification System-Based Approach for Assessing the Near-Miss Collision Risk Dynamics of Ships in Ports


    Contributors:
    Fang, Zhixiang (author) / Yu, Hongchu (author) / Ke, Ranxuan (author) / Shaw, Shih-Lung (author) / Peng, Guojun (author)


    Publication date :

    2019-02-01


    Size :

    3405982 byte




    Type of media :

    Article (Journal)


    Type of material :

    Electronic Resource


    Language :

    English



    Traffic near miss collision detection

    D'ANDRE NICHOLAS | European Patent Office | 2024

    Free access

    Traffic Near Miss Collision Detection

    D'ANDRE NICHOLAS | European Patent Office | 2023

    Free access

    Ships and ports

    Wheeler, W.H. | Engineering Index Backfile | 1906


    Automatic collision avoidance of ships

    Xue, Y. | Online Contents | 2009


    Automatic collision avoidance of ships

    Xue, Y / Lee, B S / Han, D | SAGE Publications | 2009