A Framework of RFID-Based Complex Event Processing System for Assembly Manufacturing | |
Mao N(毛娜); Tan J(谭杰) | |
2015-02 | |
会议名称 | The 2nd International Conference on Applied Mechanics, Materials, and Manufacturing |
会议录名称 | Materials Science, Applied Mechanics and Advanced Engineering Research |
会议日期 | 2014-12-9 |
会议地点 | Bangkok, Thailand |
摘要 |
Owing to the dynamic and competitive business environment, manufacturing companies
take real-time monitoring and rapid decision making based on RFID applications, which brings huge volume of information and events generated in the defined manufacturing workflows. Complex Event Processing (CEP) is introduced to solve the problems mentioned above. CEP is applied to handle diverse and large amount of low-level multiple data and primitive events for the purpose of identifying meaningful event patterns. It is very important to integrate the CEP technology to the manufacturing workflows. In this paper, we provide a novel framework of RFID-based complex event processing system for assembly manufacturing applications like cars and high-speed trains. It bridges the hardware in workshops and enterprise applications. The Complex Event Management
System (CEMS), which is the kernel of the framework, can filter the irrelevant events and work with uncertain data. Furthermore, a concrete example is used to describe the framework and validate the feasibility in assembly monitoring of the car manufacturing. |
收录类别 | EI |
语种 | 英语 |
文献类型 | 会议论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/11441 |
专题 | 综合信息系统研究中心 |
作者单位 | Institute of Automation, Chinese Academy of Sciences |
第一作者单位 | 中国科学院自动化研究所 |
推荐引用方式 GB/T 7714 | Mao N,Tan J. A Framework of RFID-Based Complex Event Processing System for Assembly Manufacturing[C],2015. |
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文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
A Framework of RFID-(383KB) | 会议论文 | 开放获取 | CC BY-NC-SA | 浏览 下载 |
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