基于雾计算的制造物联网数据处理技术综述  

Overview of Data Processing Techniques for MIoT Based on Fog Computing

作　　者：韩坤 王政 段俊勇[1] 杨化林[1] HAN Kun;WANG Zheng;DUAN Jun-yong;YANG Hua-lin(College of Mechanical and Electrical Engineering,Qingdao University of Science and Technology,Qingdao 266061,China)

机构地区：[1]青岛科技大学机电工程学院,山东青岛266061

出　　处：《计算机与现代化》2024年第1期13-20,共8页Computer and Modernization

基　　金：国家自然科学基金资助项目(52101401);山东省自然科学基金资助项目(ZR2020ME124);湖北省重点实验室开放基金资助项目(KFJJ-2022012)。

摘　　要：制造物联网(MIoT)是一种将制造业生产系统与互联网连接相结合的技术,数据处理更是在制造物联网中发挥着至关重要的作用。随着制造业规模的不断扩大,传统的云计算已经逐渐不能满足数据处理的需求,雾计算的发展则能有效地减少决策延迟,提高系统效率。本文概述基于雾计算的制造物联网数据处理技术,首先介绍MIoT数据的产生、特点,以及数据处理过程中所要面对的挑战。其次,介绍基于雾计算的MIoT数据处理架构。然后,介绍雾计算数据处理的关键技术。最后,介绍该架构在部署时需要面对的挑战,以及雾计算在MIoT中应用的未来发展方向。Manufacturing Internet of Things(MIoT)is a kind of technology that combines manufacturing production system with Internet connection.Data processing plays a crucial role in MIoT.With the continuous expansion of manufacturing scale,tradi tional cloud computing has gradually failed to meet the needs of data processing,while the development of fog computing can ef fectively reduce decision delay and improve system efficiency.This paper summarizes the MIoT data processing technology based on fog computing.Firstly,the generation and characteristics of MIoT data are introduced,as well as the challenges to be faced in the data processing process.Secondly,the MIoT data processing architecture based on fog computation is introduced.Then,the key techniques of data processing in fog computation are introduced.Finally,it introduces the challenges to be faced in the de ployment of the architecture and the future direction of fog computing in MIoT.

关 键 词：MIoT 数据处理技术 雾计算 数据安全 

分 类 号：TP274[自动化与计算机技术—检测技术与自动化装置]