The invention provides a charging pile health monitoring method and device, a terminal and a storage medium. The method comprises the following steps: acquiring a first clustering result obtained by clustering a plurality of current feature data corresponding to a target charging pile according to importance levels; the first clustering result comprises a plurality of first clusters; inputting the data name of the current feature data of the target charging pile and the corresponding first cluster into a weight prediction model, and determining a weight corresponding to each first cluster; and performing health analysis on the target charging pile by adopting the current feature data and the corresponding weight to obtain a health analysis result. According to the method, on the basis of the characteristic that the importance degrees of the feature data of the charging piles in different operation environments are different, the corresponding feature data and weights can be adaptively selected for different charging piles, it is ensured that health detection can adapt to real-time changes of charging scenes, and therefore the health prediction accuracy of the charging piles is improved.

    本发明提供了一种充电桩健康监测方法、装置、终端及存储介质,该方法包括:获取目标充电桩对应的多个当前特征数据按照重要等级进行聚类得到的第一聚类结果;所述第一聚类结果包括多个第一聚类;将所述目标充电桩的当前特征数据的数据名称及对应的第一聚类输入权重预测模型,确定各个第一聚类对应的权重;采用所述当前特征数据及对应的权重对所述目标充电桩进行健康分析,得到健康分析结果。上述方法基于不同运行环境下充电桩的特征数据的重要程度不同的特点,能够针对不同充电桩适应性的选取对应的特征数据及权重,确保健康检测能够适应充电场景的实时变化,从而提高充电桩健康预测准确性。


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    Title :

    Charging pile health monitoring method and device, terminal and storage medium


    Additional title:

    充电桩健康监测方法、装置、终端及存储介质


    Contributors:
    FAN ZHIQIANG (author) / FU SHUAI (author) / LIN ZHILIANG (author) / ZHANG MEIMEI (author)

    Publication date :

    2023-09-08


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    B60L PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES , Antrieb von elektrisch angetriebenen Fahrzeugen / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen



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