The invention discloses a building hoist riding safety supervision system and method based on big data, and relates to the technical field of hoist safety. According to the invention, various sensors are arranged at the key position points and the periphery of the construction hoist, so that the operation state, personnel information and environmental parameters of the construction hoist are comprehensively monitored; the method comprises the functions of constructor identity authentication, basic anomaly recognition, GRU dynamic safety threshold model construction and fault probability prediction. A face recognition and RFID work card dual verification mechanism is adopted; abnormal behaviors are detected in real time through the basic abnormity recognition model, and operation is stopped and an alarm is given when abnormity is detected; adjusting a safe load and a speed threshold according to the real-time data through a GRU dynamic safe threshold model; predicting the fault probability of the construction hoist through the fault probability function; the safety management level of the construction hoist is improved, the use safety is enhanced, and safety accidents are effectively prevented.

    本发明公开了基于大数据的施工升降机乘坐安全监管系统及方法,涉及升降机安全技术领域;本发明通过在施工升降机的关键位置点和周边部署多种传感器,实现对施工升降机运行状态、人员信息及环境参数的全面监控;本发明包括施工人员身份认证、基础异常识别、GRU动态安全阈值模型构建及故障概率预测功能;通过采用人脸识别和RFID工牌双重验证机制;通过基础异常识别模型实时检测异常行为,并在检测到异常时停止运行并发出警报;通过GRU动态安全阈值模型根据实时数据调整安全载重和速度阈值;通过故障概率函数预测施工升降机故障概率;本发明提升了施工升降机的安全管理水平,增强了使用安全性,有效预防了安全事故的发生。


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    Title :

    Construction hoist riding safety supervision system and method based on big data


    Additional title:

    基于大数据的施工升降机乘坐安全监管系统及方法


    Contributors:
    XUE WEI (author) / XI GUIJI (author) / ZHANG LONG (author) / XIA WUBING (author) / LIU JUNCHEN (author)

    Publication date :

    2025-04-11


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    B66B Aufzüge , ELEVATORS



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