The invention discloses an elevator Internet-of-Things edge calculating system and method, and belongs to the technical field of machine learning. The problem that in existing elevator maintenance, predictive maintenance to an elevator is hard to achieve can be solved. The system comprises a big data platform and an elevator Internet-of-Things device, the elevator Internet-of-Things device is usedfor acquiring the initial work condition information of the elevator, and the initial work condition information is uploaded to the big data platform. The big data platform is used for building a neural network model according to the initial work condition information and the standard state information of the elevator, and the neural network model is issued to the elevator Internet-of-Things device. The elevator Internet-of-Things device is further used for acquiring the real-time work condition information of the elevator and inputting the real-time work condition information into the neuralnetwork model, and the running states of the elevator are obtained. The running states comprise normal running and abnormal running. The elevator Internet-of-Things device is further used for sendingpre-warning information when the running state of the elevator is abnormal running. The system and method are used for elevator maintenance.

    本发明公开了一种电梯物联边缘计算系统及方法,属于机器学习技术领域,能够解决现有电梯维护中难以实现对电梯的预测性维护的问题。所述系统包括:大数据平台和设置在电梯控制柜上的电梯物联装置,电梯物联装置用于获取电梯的初始工况信息,并将初始工况信息上传至大数据平台;大数据平台用于根据初始工况信息和电梯的标准状态信息构建神经网络模型,并将神经网络模型下发给电梯物联装置;电梯物联装置还用于获取电梯的实时工况信息,并将实时工况信息输入神经网络模型中,获得电梯的运行状态;运行状态包括运行正常和运行异常;电梯物联装置还用于在电梯的运行状态为运行异常时,发出预警信息。本发明用于电梯维护。


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    Titel :

    Elevator Internet-of-Things edge calculating system and method


    Weitere Titelangaben:

    一种电梯物联边缘计算系统及方法


    Beteiligte:
    CHEN CHUNQIANG (Autor:in) / ZHOU SHENGZONG (Autor:in) / ZHANG HEBIN (Autor:in) / WANG YINYIN (Autor:in) / YAN ZUN (Autor:in)

    Erscheinungsdatum :

    2020-07-17


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Chinesisch


    Klassifikation :

    IPC:    B66B Aufzüge , ELEVATORS



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