湖南大学学报（自然科学版）2017，Vol.44Issue(4)：38-45,8.DOI:10.16339/j.cnki.hdxbzkb.2017.04.006
制造车间基于RFID与CEP的工件实时监测
Real-time Monitoring of Workpieces Based on RFID and CEP for Manufacturing Workshop
摘要
Abstract
To solve the problems on monitoring abnormal conditions of workpieces in real time and tracking machining processes in wisdom manufacturing workshop,a real-time monitoring method based on RFID and CEP was proposed.The sensing-aware environment of wisdom manufacturing workshop was built based on Cyber-Physical Systems,and all kinds of event models were defined.A synthetic data cleaning method based on SMURF was adopted to clean the raw RFID data.The complex event processing system was also applied to detect the abnormal conditions of workpieces,and a real-time status matrix was then formed.This system achieves the expected functions by simulation experiment,which provides a basis for proactive job-shop scheduling in wisdom manufacturing.关键词
智慧制造/无线射频识别/复杂事件处理/数据处理/实时监测Key words
wisdom manufacturing/radio frequency identification/complex event processing/data processing/real-time monitoring分类
信息技术与安全科学引用本文复制引用
张存吉,姚锡凡,张剑铭..制造车间基于RFID与CEP的工件实时监测[J].湖南大学学报（自然科学版）,2017,44(4):38-45,8.基金项目
国家自然科学基金资助项目(51175187,51675186),National Natural Science Foundation of China(51175187,51675186) （51175187,51675186）
广东省科技计划资助项目(2016B090918035,2016A020228005),Science & Technology Program of Guangdong Province(2016B090918035,2016A020228005) （2016B090918035,2016A020228005）
