浅析数据分析在信号集中监测报警中的应用

Application of Data Analysis in Centralized Signal Monitoring and Alarm

集中监测系统是铁路信号设备安全的重要保障,是信号设备实现“预防修”和“状态修”相结合的必要手段。但是随着大量设备接入集中监测系统,造成报警频繁,信息量多、准确性低。针对上述问题,通过监测信号设备的运用状态,将采集数据与历史数据进行对比分析,筛选有效报警信息,发挥监测故障预警优势,及时发现并处理设备隐患,确保信号设备安全、可靠、稳定运行,有效保障高铁行车安全。

The centralized monitoring system is an important guarantee for the safety of railway signal equipment,and a necessary means for the signal equipment to realize the combination of“preventive repair”and“condition repair”.However,as a large number of devices are connected to the centralized monitoring system,it causes frequent alarms,large amounts of information,and low accuracy.In response to these problems,by monitoring the operating status of the signal equipment,comparing and analyzing the collected data with historical data,screening effective alarm information,giving full play to the advantages of monitoring failure early warning,timely discovering and handling equipment hidden dangers,ensuring the safe,reliable and stable operation of signal equipment,Effectively guarantee the safety of high-speed rail traffic.