Smart manufacturing systems: state of the art and future trends

被引:146
作者
Qu, Y. J. [1 ]
Ming, X. G. [1 ]
Liu, Z. W. [1 ]
Zhang, X. Y. [1 ]
Hou, Z. T. [2 ]
机构
[1] Shanghai Jiao Tong Univ, Shanghai Inst Producer Serv Dev, Inst Intelligent Mfg & Informat Engn,Shanghai Res, Shanghai Key Lab Adv Mfg Environm,Sch Mech Engn, Dongchuan Rd 800, Shanghai, Peoples R China
[2] Chinese Acad Sci, Shenzhen Inst Adv Technol, 1068 Xueyuan Ave, Shenzhen, Peoples R China
基金
中国国家自然科学基金;
关键词
Smart manufacturing systems; Evolution of manufacturing; Requirements; Components; Future perspective; CYBER-PHYSICAL SYSTEMS; BIG DATA; INDUSTRY; 4.0; SUPPLY CHAIN; FRAMEWORK; DESIGN; CLOUD; PERFORMANCE; ARCHITECTURE; SERVICE;
D O I
10.1007/s00170-019-03754-7
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With the development and application of advanced technologies such as Cyber Physical System, Internet of Things, Industrial Internet of Things, Artificial Intelligence, Big Data, Cloud Computing, Blockchain, etc., more manufacturing enterprises are transforming to intelligent enterprises. Smart manufacturing systems (SMSs) have become the focus of attention of some countries and manufacturing enterprises. At present, there are some applications of SMSs in different industrial fields. However, there is still a lack of a unified definition of SMSs and a unified analysis of requirements. In order to have a comprehensive understanding of SMSs, this paper summarized the evolution, definition, objectives, functional requirements, business requirements, technical requirements, and components of SMSs. At the same time, it points out the current development status and level. Based on above, an autonomous SMSs model driven by dynamic demand and key performance indicators is proposed. Through the review of this paper, the reference can be provided for the transformation of more manufacturing enterprises from the traditional to the intellectualized ones.
引用
收藏
页码:3751 / 3768
页数:18
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