Internet of Things for Enterprise Systems of Modern Manufacturing

被引:449
作者
Bi, Zhuming [1 ]
Xu, Li Da [2 ,3 ,4 ,5 ]
Wang, Chengen [6 ]
机构
[1] Indiana Univ Purdue Univ, Dept Engn, Ft Wayne, IN 46805 USA
[2] Chinese Acad Sci, Inst Comp Technol, Beijing 100190, Peoples R China
[3] Shanghai Jiao Tong Univ, Shanghai 200240, Peoples R China
[4] Univ Sci & Technol China, Hefei 230026, Peoples R China
[5] Old Dominion Univ, Norfolk, VA 23529 USA
[6] Northeastern Univ, State Key Lab Synthet Automat Proc Ind, Shenyang 110819, Peoples R China
基金
美国国家科学基金会; 中国国家自然科学基金;
关键词
Enterprise modeling; enterprise systems (ESs); Internet of Things (IoT); literature review; manufacturing enterprise; system paradigms; SUPPLY CHAIN; FRAMEWORK; TECHNOLOGY; WIRELESS; ARCHITECTURE; NETWORKS; IMPLEMENTATION; METHODOLOGY; PERFORMANCE; INTEGRATION;
D O I
10.1109/TII.2014.2300338
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Design and operation of a manufacturing enterprise involve numerous types of decision-making at various levels and domains. A complex system has a large number of design variables and decision-making requires real-time data collected from machines, processes, and business environments. Enterprise systems (ESs) are used to support data acquisition, communication, and all decision-making activities. Therefore, information technology (IT) infrastructure for data acquisition and sharing affects the performance of an ES greatly. Our objective is to investigate the impact of emerging Internet of Things (IoT) on ESs in modern manufacturing. To achieve this objective, the evolution of manufacturing system paradigms is discussed to identify the requirements of decision support systems in dynamic and distributed environments; recent advances in IT are overviewed and associated with next-generation manufacturing paradigms; and the relation of IT infrastructure and ESs is explored to identify the technological gaps in adopting IoT as an IT infrastructure of ESs. The future research directions in this area are discussed.
引用
收藏
页码:1537 / 1546
页数:10
相关论文
共 98 条
[71]  
Pinto J., 2007, SHORT HIST AUTOMATIO
[72]   A methodology towards virtualisation-based high performance simulation platform supporting multidisciplinary design of complex products [J].
Ren, Lei ;
Zhang, Lin ;
Tao, Fei ;
Zhang, Xiaolong ;
Luo, Yongliang ;
Zhang, Yabin .
ENTERPRISE INFORMATION SYSTEMS, 2012, 6 (03) :267-290
[73]  
ROLSTADAS A., 2000, Enterprise Modeling: Improving Global Industrial Competitiveness
[74]  
Scott RobertE., 2008, The Importance of Manufacturing: Key to recovery in the states and the nation
[75]   A grid-based collaborative supply chain with multi-product multi-period production-distribution [J].
Sepehri, Mehran .
ENTERPRISE INFORMATION SYSTEMS, 2012, 6 (01) :115-137
[76]   SOA-based Integration of the Internet of Things in Enterprise Services [J].
Spiess, Patrik ;
Karnouskos, Stamatis ;
Guinard, Dominique ;
Savio, Domnic ;
Baecker, Oliver ;
de Souza, Luciana Moreira Sa ;
Trifa, Vlad .
2009 IEEE INTERNATIONAL CONFERENCE ON WEB SERVICES, VOLS 1 AND 2, 2009, :968-975
[77]  
Spinola M., 2009, 5 CHARACTERISTICS CL
[78]  
Surgient D. M., 2009, 5 DEFINING CHARACTER
[79]   A framework for service enterprise workflow simulation with multi-agents cooperation [J].
Tan, Wenan ;
Xu, Wei ;
Yang, Fujun ;
Xu, Lida ;
Jiang, Chuanqun .
ENTERPRISE INFORMATION SYSTEMS, 2013, 7 (04) :523-542
[80]   Rank Preserving Discriminant Analysis for Human Behavior Recognition on Wireless Sensor Networks [J].
Tao, Dapeng ;
Jin, Lianwen ;
Wang, Yongfei ;
Li, Xuelong .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2014, 10 (01) :813-823