RFID-Integrated Real-Time Manufacturing Monitor Based on Complex Event Processing
Real-time manufacturing plays a key role in the complicated manufacturing, since it can monitor manufacturing processes and alert the appropriate personnel what actions need to be taken in real time. It not only helps companies improve manufacturing efficiency, but also improve product quality and increase yield. One bottleneck that limits the widespread application of real-time manufacturing is real-time information capturing and collecting precisely and accurately. The emergence wireless devices such as RFID makes it become possible; however, since the raw information collected through RFID reader is not reliable enough and prone to be large volume and implicit. How to take advantage of this kind of information for real-time manufacturing becomes another challenge. The paper is aimed to dig into this problem. A framework which is used to collect the RFID data, and transform the raw implicit meaning and unreliable data stream to the valuable and visible information in manufacturing process based on complex event processing was proposed in the paper. At last, a performance evaluation was given.
real-time manufacturing RFID RFID data cleaning complex event processing
Lin Tang Li Zheng Hui Cao Wenhua Li
Department of Industrial Engineering, Tsinghua University, China
国际会议
The Institute Industrial Engineera Asian Conference 2011(2011年国际工业工程师协会亚洲会议)
上海
英文
359-366
2011-06-10（万方平台首次上网日期，不代表论文的发表时间）