The invention discloses a rail transit air conditioner condenser early warning method, device and equipment and a storage medium, and relates to the technical field of rail transit vehicle air conditioner systems. The rail transit air conditioner condenser early warning method comprises the following steps that multi-dimensional simulation state influence data of an air conditioner condenser in at least two states are collected to serve as training sample data; inputting the training sample data into a neural network training model for training and testing, and generating a state early warning model; multi-dimensional abnormal state data to be pre-warned are input into the state pre-warning model for prediction, and a condenser abnormal state pre-warning result is obtained. According to the method and the device, the technical problem that the early warning and positioning precision is too low due to the fact that the abnormal state of the condenser cannot be timely early warned and the abnormal state of the condenser cannot be accurately positioned is solved.

    本发明公开了轨道交通空调冷凝器预警方法、装置、设备及存储介质,涉及轨道交通车辆空调系统技术领域。其中,该轨道交通空调冷凝器预警方法,包括以下的步骤:采集空调冷凝器的至少两种状态下的多维模拟状态影响数据作为训练样本数据;将所述训练样本数据输入神经网络训练模型进行训练并测试,生成状态预警模型;通过将待预警的多维异常状态数据输入所述状态预警模型进行预测,得到冷凝器异常状态预警结果。本发明,解决了冷凝器无法实现及时的异常状态预警,以及不能精准定位出冷凝器的异常状态而造成预警定位精度过低的技术问题。


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    Titel :

    Early warning method, device and equipment for rail transit air conditioner condenser and storage medium


    Weitere Titelangaben:

    轨道交通空调冷凝器预警方法、装置、设备及存储介质


    Beteiligte:
    ZHANG FAN (Autor:in) / WANG LAN (Autor:in) / QU LIJIE (Autor:in) / XUAN MINGYANG (Autor:in) / WANG LIANG (Autor:in)

    Erscheinungsdatum :

    2023-11-17


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Chinesisch


    Klassifikation :

    IPC:    G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / B61D Einzelheiten oder Arten des Wagenaufbaus von Eisenbahnfahrzeugen , BODY DETAILS OR KINDS OF RAILWAY VEHICLES / F25B Kältemaschinen, Kälteanlagen oder Kälteverfahren , REFRIGERATION MACHINES, PLANTS, OR SYSTEMS



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