The invention relates to the technical field of elevator maintenance, and discloses an elevator operation data real-time analysis and abnormity early warning system, which comprises a real-time data acquisition layer used for acquiring multi-dimensional data of elevator operation; the data preprocessing and storage layer is used for cleaning, transmitting and persistently storing the data; the prediction model building layer is used for building a prediction model based on elevator production parameters and operation conditions and predicting the change trend of the speed and the acceleration of an elevator car body; the monitoring and feedback layer is used for receiving real-time data, acquiring prediction data, detecting abnormity and displaying a monitoring result; and the abnormity early warning layer generates an early warning signal according to the abnormal point information and sends the early warning signal to elevator maintenance personnel in time. According to the elevator monitoring system, the defects of an existing elevator monitoring system in the aspects of data analysis and abnormal early warning are overcome, the safety and maintenance efficiency of elevator operation are improved, and the elevator monitoring system has remarkable application value.
本发明涉及电梯维护技术领域,公开了电梯运行数据实时分析与异常预警系统,该系统包括实时数据采集层,用于采集电梯运行的多维度数据;数据预处理与存储层,对数据进行清洗、传输和持久化存储;预测模型构建层,构建基于电梯生产参数及运行条件的预测模型,预测电梯厢体速度和加速度的变化趋势;监控与反馈层,实现实时数据的接收、预测数据的获取、异常的检测以及监测结果的展示;异常预警层,根据异常点信息生成预警信号,并及时发送给电梯维护人员。本发明解决了现有电梯监控系统在数据分析和异常预警方面的不足,提高了电梯运行的安全性和维护效率,具有显著的应用价值。
Elevator operation data real-time analysis and abnormity early warning system
电梯运行数据实时分析与异常预警系统
2024-11-12
Patent
Electronic Resource
Chinese
IPC: | B66B Aufzüge , ELEVATORS |
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