RFID辅助生产实时监控的复杂事件处理研究  

Complex event processing in RFID-aided real-time production monitoring

作　　者：姚运志 孟晨[1] 王成[1] 田再克[1] 冯德龙[1] 

机构地区：[1]军械工程学院导弹工程系,石家庄050003

出　　处：《现代制造工程》2015年第1期24-29,共6页Modern Manufacturing Engineering

基　　金：国家自然科学基金资助项目(70971135);总装备部"十二五"预研项目(513168458)

摘　　要：为了将射频识别(RFID)读写器采集到的大量原始数据高效地转化为有用信息,以实现生产实时监控并提升其效率,提出一套基于复杂事件处理的体系结构。该结构定义RFID事件模型与复杂事件运算符,并以脚本的方式导入复杂事件处理计算引擎,从RFID原始数据中提炼出系统状态信息以实现生产实时监控。通过实验分析了RFID事件处理的性能,并对复杂事件业务逻辑的创建提出了合理化建议。To transform large amount of raw data collected by RFID reader into useful information efficiently, a new architecture was proposed to enable real-time production monitoring. The event models and the operators of complex events were defined according to the architecture and then imported into the calculation engine in the form of script. By this mean the system status was extract from raw RFID data. Finally, the performance of RFID event processing was obtained through experimental analysis and in addition, some reasonable suggestions on creating business logic of complex events were given.

关 键 词：复杂事件处理 生产实时监控 射频识别 

分 类 号：TP14[自动化与计算机技术—控制理论与控制工程] TH17[自动化与计算机技术—控制科学与工程]