In this study, a comprehensive digital twin monitoring system for ship equipment was designed and implemented, including the system architecture, key technologies, and applications. Through data-driven models and operational monitoring system analysis, our PSO-SVM-based time series prediction method demonstrated excellent predictive capabilities for catamaran equipment, achieving efficient fault warnings using a threshold method. The digital twin model and virtual scenarios constructed here provide a visualisation and simulation platform for equipment status monitoring, enhanced fault diagnosis and support for maintenance decisions. The system integrates real-time monitoring, fault warning, and data analysis, and testing results show good stability and accuracy. In addition, the system optimises the user experience through multi-round feedback testing, and ensures data security and privacy protection through multi-layer encryption, identity verification, and role-based access control. A case study indicates that the proposed system effectively monitors equipment status and provides fault warnings, and has broad application prospects and practical value. Future work will focus on optimising the functionality and improving the applicability and security of the system.


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    A Digital Twin Comprehensive Monitoring System for Ship Equipment


    Beteiligte:
    Miao Zhe (Autor:in) / Zhao Yong (Autor:in) / Su Shaojuan (Autor:in) / Song Nanzhe (Autor:in)


    Erscheinungsdatum :

    2024




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Unbekannt




    Digital twin-based ship monitoring system and method

    Europäisches Patentamt | 2025

    Freier Zugriff

    Integrated Platform System Of Digital Twin Ship

    BAE JAE RYU / YU JIN YEOL / KIM TAE HOON | Europäisches Patentamt | 2022

    Freier Zugriff

    Ship ventilation equipment and ventilation adjusting system based on digital twin technology

    SU SHAOJUAN / MIAO ZHE | Europäisches Patentamt | 2024

    Freier Zugriff

    CONSTRUCTING METHOD OF DIGITAL TWIN SHIP

    Europäisches Patentamt | 2021

    Freier Zugriff

    Ship industry digital twin platformization construction method and system

    ZHANG WEIPING / JIA JUNRUI / GE SHENWEI et al. | Europäisches Patentamt | 2023

    Freier Zugriff