基于边缘计算的工业互联网数据交互整合方法
Industrial Internet Data Interactive Integration Method Based on Edge Computing
马冬妍 1李立伟1
作者信息
- 1. 国家工业信息安全发展研究中心,北京 100043
- 折叠
摘要
常规的工业互联网数据交互整合方法以数据挖掘为主,并未划分数据的具体类别,出现了数据重复交互整合的问题,降低了工业生产效率.因此,设计了基于边缘计算的工业互联网数据交互整合方法.映射工业互联网交互整合数据源模式,通过映射的方式建立工业互联网数据本体关系,使数据源在语义上得到交互,避免数据重复整合的问题.基于边缘计算定义互联网数据交互整合状态空间,反映工业互联网数据资源信息与当前交互整合情况,并根据当前整合状态实行数据交互决策,从而满足数据交互整合需求.采用对比实验,验证了该方法的交互整合效果更佳,能够应用于实际生活中.
Abstract
The conventional industrial Internet data interaction and integration method is mainly data mining,and does not divide the specific categories of data.There is the problem of data du-plication and interactive integration,which reduces the industrial production efficiency.There-fore,the industrial Internet data interactive integration method based on edge computing is de-signed.Mapping the industrial Internet interactive integration of data source mode,through the way of mapping to establish the industrial Internet data ontology relationship,so that the data source in the semantic interaction,to avoid the problem of data repeated integration.Define the Internet data interaction integration state space based on edge computing,reflects the industrial Internet data resource information and the current interaction integration situation,and imple-ments the data interaction decision according to the current integration state,so as to meet the needs of data interaction integration.The comparative experiment proves that the interaction and integration effect of this method is better and can be applied in real life.
关键词
边缘计算/工业互联网/数据交互/整合方法Key words
edge computing/industrial Internet/data interaction/integration method引用本文复制引用
出版年
2024
NETL
NSTL
万方数据