Smart Agents in Industrial Cyber-Physical Systems

被引:320
作者
Leitao, Paulo [1 ,2 ]
Karnouskos, Stamatis [3 ]
Ribeiro, Luis [4 ]
Lee, Jay [5 ]
Strasser, Thomas [6 ]
Colombo, Armando W. [7 ,8 ]
机构
[1] Polytech Inst Braganca, BR-5300253 Braganca, Brazil
[2] Artificial Intelligence & Comp Sci Lab LIACC, P-4169007 Oporto, Portugal
[3] SAP, D-76131 Karlsruhe, Germany
[4] Linkoping Univ, Dept Management & Engn, SE-58183 Linkoping, Sweden
[5] Univ Cincinnati, Cincinnati, OH 45221 USA
[6] AIT Austrian Inst Technol, Dept Energy, Elect Energy Syst, A-1210 Vienna, Austria
[7] Univ Appl Sci Emden Leer, D-26723 Emden, Germany
[8] Schneider Elect Ind Business, F-92506 Rueil Malmaison, France
关键词
Artificial intelligence; cyber-physical systems (CPSs); internet of things; multiagent systems (MASs); service-oriented architectures; MULTIAGENT SYSTEMS; AUTOMATION; FUTURE; SIMULATION; MANAGEMENT; SCHEDULER; PABADIS; DESIGN; MARKET;
D O I
10.1109/JPROC.2016.2521931
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Future industrial systems can be realized using the cyber-physical systems (CPSs) that advocate the coexistence of cyber and physical counterparts in a network structure to perform the system's functions in a collaborative manner. Multiagent systems share common ground with CPSs and can empower them with a multitude of capabilities in their efforts to achieve complexity management, decentralization, intelligence, modularity, flexibility, robustness, adaptation, and responsiveness. This work surveys and analyzes the current state of the industrial application of agent technology in CPSs, and provides a vision on the way agents can effectively enable emerging CPS challenges.
引用
收藏
页码:1086 / 1101
页数:16
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