In order to reduce accidents at the port of entry that may be due to weather factors, it is necessary to not only improve navigation skills but also use current advanced nautical technology to provide inbound vessels with the necessary information and establish a safety assessment model for inbound vessels to assist port authorities in effective control. Therefore, this study plans to use automatic identification system data collected around Keelung Harbor as a basis, coupled with meteorological data with time, and then to use a geographic information system and a decision tree algorithm in big data analytics. This enables analysis of the navigation characteristics of all types of vessels that have entered Keelung Harbor under different meteorological conditions, thereby establishing a safety assessment model for the port of entry in Keelung Harbor. The model can not only provide the vessel traffic service control personnel with real-time analysis on whether the behavior of an inbound vessel at a given time has abnormalities but also be used to establish an operation model for port traffic flow.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Big data analytics of safety assessment for a port of entry: A case study in Keelung Harbor


    Contributors:


    Publication date :

    2019-11-01


    Size :

    16 pages




    Type of media :

    Article (Journal)


    Type of material :

    Electronic Resource


    Language :

    English




    Social construction of port sustainability indicators: a case study of Keelung Port

    Shiau, Tzay-An / Chuang, Chia-Chin | Taylor & Francis Verlag | 2015


    Navigational efficiency in marine traffic operations in the port of Keelung

    Redfern, A. / Lin, B. / University of Plymouth| Wessex Institute of Technology| International Maritime Organisation | British Library Conference Proceedings | 1995


    Los Angeles harbor -- World port

    Engineering Index Backfile | 1941



    Port Said harbor in 1909

    Engineering Index Backfile | 1910