The invention discloses an unmanned ship power device health state evaluation system, which comprises an unmanned ship power device, and is characterized by further comprising a data acquisition module, a ship-mounted data preprocessing module, a shore ship communication module and a shore-based monitoring management module, the data acquisition module is connected with the unmanned ship power device and is used for acquiring various parameter data of the unmanned ship power device; the boat-mounted data preprocessing module is connected with the data acquisition module and is used for preprocessing various acquired parameter data; the shore boat communication module is in communication connection with the boat-mounted data preprocessing module and the shore-based monitoring management module and is used for transmitting data between the boat-mounted data preprocessing module and the shore-based monitoring management module; and the shore-based monitoring management module evaluates the health state of the unmanned ship according to the obtained various parameter data of the unmanned ship power device, and provides a corresponding maintenance decision. According to the method, each characteristic state is predicted through the newly constructed ResCNN-TCN model, so that the accuracy of state prediction is effectively improved.

    本发明公开了无人艇动力装置健康状态评估系统,包括:无人艇动力装置,其特征在于,还包括:数据采集模块、艇载数据预处理模块、岸艇通信模块、岸基监控管理模块;数据采集模块于无人艇动力装置连接,用于采集无人艇动力装置的各种参量数据;艇载数据预处理模块于数据采集模块连接,用于对采集的各种参量数据进行预处理;岸艇通信模块分别于艇载数据预处理模块、岸基监控管理模块通讯连接,用于传递艇载数据预处理模块与岸基监控管理模块之间的数据;岸基监控管理模块根据获取的无人艇动力装置的各种参量数据对无人艇健康状态进行评估,并提供对应的维修决策。本发明通过全新构建的ResCNN‑TCN模型,对各特征状态进行预测,有效提高了状态预测的准确性。


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    Title :

    System and method for evaluating health state of power device of unmanned ship


    Additional title:

    一种无人艇动力装置健康状态评估系统及方法


    Contributors:
    YANG YIFEI (author) / YU WENJIAO (author) / YUAN WEI (author) / SU ZHEN (author) / QI LIANG (author) / YE SHUXIA (author)

    Publication date :

    2024-03-29


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    B63B Schiffe oder sonstige Wasserfahrzeuge , SHIPS OR OTHER WATERBORNE VESSELS



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