The invention provides a railway passenger station elevator remote sensing service method and system based on the Internet of Things, and the method comprises the steps: associating all elevators in a station with corresponding passenger transport areas based on the positions of the elevators and the passenger transport areas, collecting and receiving elevator operation and surrounding environment data in real time, and transmitting the elevator operation and surrounding environment data to a server; receiving train operation and passenger flow statistical information of different passenger transport areas regularly, and generating an elevator scheduling strategy according to the real-time operation data, the train operation and passenger flow statistical information of different passenger transport areas and the association relationship; historical operation and surrounding environment data and historical fault data are obtained, a long-short term memory network of an attention mechanism carries out fault prediction and alarm according to the historical operation and surrounding environment data, the historical fault data and the real-time operation and surrounding environment data, and an elevator fault early warning result is generated; and historical fault and maintenance data are obtained, and an elevator maintenance plan is generated through the convolutional neural network of the attention mechanism according to the historical fault and maintenance data and the elevator fault early warning result.
本发明提供一种基于物联网的铁路客站电梯远程感知服务方法及系统,所述方法包括:基于电梯和客运区域的位置,将车站内的所有电梯与对应的客运区域进行关联,实时采集电梯运行与周围环境数据并接收,定期接收不同客运区域的列车运行和客流统计信息,根据实时运行数据、不同客运区域的列车运行和客流统计信息以及关联关系生成电梯调度策略;获取历史运行与周围环境数据和历史故障数据,由注意力机制的长短时记忆网络根据历史运行与周围环境数据、历史故障数据和实时运行与周围环境数据进行故障预测和告警,生成电梯故障预警结果;获取历史故障与维护数据,由注意力机制的卷积神经网络根据历史故障与维护数据和电梯故障预警结果生成电梯维护计划。
Railway passenger station elevator remote sensing service method and system based on Internet of Things
基于物联网的铁路客站电梯远程感知服务方法及系统
2024-03-22
Patent
Electronic Resource
Chinese
IPC: | G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G06Q Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke , DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES / B66B Aufzüge , ELEVATORS / G16Y |
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