The invention relates to an artificial intelligence technology, and discloses an equipment control method of a charging station based on Internet of Things, which comprises the following steps: acquiring equipment information of to-be-charged equipment, matching a charging strategy according to the equipment information, acquiring related data of a charging process, monitoring charging data, smoothing the charging data to obtain preprocessed charging data, and sending the preprocessed charging data to the charging station; and after feature extraction is carried out on the preprocessed charging data, charging safety monitoring is carried out on the preprocessed charging data by using a pre-trained charging monitoring model to obtain an abnormal value, and if it is judged that charging abnormity exists according to the abnormal value, a charging power supply is cut off, and warning information is sent out. The invention further provides an equipment control system of the charging station based on the Internet of Things, electronic equipment and a storage medium. According to the invention, real-time monitoring and danger prediction of the charging process in the charging station can be realized.
本发明涉及人工智能技术,揭露了一种基于物联网的充电站的设备控制方法,包括:获取待充电设备的设备信息,根据设备信息匹配充电策略,获取充电过程相关数据,对充电数据进行监测,并对充电数据进行平滑处理得到预处理充电数据,对预处理充电数据进行特征提取后利用预先训练的充电监测模型对其进行充电安全监测,得到异常值,若根据所述异常值判断出存在充电异常,则切断充电电源,发出警告信息。本发明还提出一种基于物联网的充电站的设备控制系统、电子设备以及存储介质。本发明可以实现充电站中对充电过程进行实时监测以及危险预测。
Equipment control method and system of charging station based on Internet of Things
基于物联网的充电站的设备控制方法及系统
2024-04-12
Patent
Electronic Resource
Chinese
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