本发明提供了一种轴功率模型的训练方法、装置及电子设备,涉及船舶技术领域,包括获取试验样本数据集;试验样本数据集包括轴功率和第一影响因子;基于试验样本数据集对轴功率模型进行初始训练,得到初始训练好的轴功率模型的模型参数;通过实测数据对试验样本数据集进行递增处理,得到实测样本数据集;实测样本数据集包括第二影响因子;基于实测样本数据集和模型参数,对初始训练好的轴功率模型进行更新训练,确定更新后的轴功率模型。本发明有效的提升了轴功率模型的实用性和准确性。

    The invention provides a shaft power model training method and device, and electronic equipment, and relates to the technical field of ships, and the method comprises the steps of obtaining a test sample data set, wherein the test sample data set comprises shaft power and a first influence factor; performing initial training on the shaft power model based on the test sample data set to obtain model parameters of the initially trained shaft power model; performing incremental processing on the test sample data set through the measured data to obtain a measured sample data set, wherein the actual measurement sample data set comprises a second influence factor; and based on the actual measurement sample data set and the model parameters, performing update training on the initially trained shaft power model, and determining an updated shaft power model. The practicability and accuracy of the shaft power model are effectively improved.


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    Titel :

    轴功率模型的训练方法、装置及电子设备


    Erscheinungsdatum :

    2023-04-07


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Chinesisch


    Klassifikation :

    IPC:    G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / B63B Schiffe oder sonstige Wasserfahrzeuge , SHIPS OR OTHER WATERBORNE VESSELS