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An Improved Message Filter and Routing Algorithm Based on Topic and Eigenvalue Similarity
Hu GL(胡国良); Guan XF(管晓飞); Pan FC(潘福成); Li P(里鹏); Duan B(段彬)
作者部门数字工厂研究室
会议名称2017 2nd International Conference on Computer Science and Technology (CST 2017)
会议日期May 26-28, 2017
会议地点Guilin, China
会议录名称2017 2nd International Conference on Computer Science and Technology (CST 2017)
出版者DEStech Publications, Inc.
出版地Lancaster, USA
2017
页码433-438
产权排序1
ISSN号2475-8841
ISBN号978-1-60595-461-5
关键词Cyber-physical System Topic-based Eigenvalue Similarity Message Filtering And Routing
摘要This paper discusses on the cyber-physical system technology that assures the interoperability of manufacturing control system and equipment in intelligent manufacturing domain. This technology involves an information exchange and communication process, where broad manufacturing resources of production workshops in advanced manufacturing industries such as control system, equipment, personnel, and materials may freely enter or exit from the distributed self-organizing peer-to-peer network as independent message nodes. In this process, an improved filtering and routing algorithm based on topic and eigenvalue similarity is also employed to group and compress massive manufacturing messages in the light of semantics and message clusters for the purpose of intelligently identifying, positioning, tracking, monitoring and managing manufacturing resources. Based on the features of manufacturing process, this paper filters messages and implements end-to-end batch compression and transmission so as to ensure that the massive messages transmitted among different manufacturing resources in the intelligent manufacturing process are equipped with the advantages like real time, fault tolerance and high robustness when data validity is guaranteed.
语种英语
文献类型会议论文
条目标识符http://ir.sia.cn/handle/173321/21299
专题数字工厂研究室
通讯作者Hu GL(胡国良)
作者单位1.Shenyang institute of Automation Chinese Academy of Sciences, Shenyang China
2.CRRC SIFANG CO., LTD.
3.Qingdao, China
推荐引用方式
GB/T 7714
Hu GL,Guan XF,Pan FC,et al. An Improved Message Filter and Routing Algorithm Based on Topic and Eigenvalue Similarity[C]. Lancaster, USA:DEStech Publications, Inc.,2017:433-438.
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