DocumentCode
3039367
Title
State of the Art and Future Trends of Optimality and Adaptability Articulated Mechanisms for Manufacturing Control Systems
Author
Jimenez, Jose-Fernando ; Bekrar, Abdelghani ; Trentesaux, Damien ; Montoya-Torres, Jairo R. ; Leitao, Paulo
Author_Institution
Ind. Eng. Dept., Pontificia Univ. Javeriana, Bogota, Colombia
fYear
2013
fDate
13-16 Oct. 2013
Firstpage
1265
Lastpage
1270
Abstract
Nowadays, manufacturing control systems have evolved from reactive and informative decision support system to a proactive and intelligent manufacture management mechanism. Industries require both optimal and adaptive manufacturing processes in order to respond competitively to market requirements. In response, advanced manufacturing control systems are configured as artificial intelligence distributed architectures capable to support environment disturbances. However, these techniques, specifically Multi-Agent systems and Holonic Manufacturing Systems, are weak supporting optimal performance. Conversely, Operational Research decision support systems achieve optimality under centralized architectures. Still, these are weak supporting adaptable processes under environmental disturbances. Consequently, researchers recently have focused in articulating optimality and adaptation paradigms in order to construct a robust optimal-wise and adaptable mechanism. This paper surveys the literature in manufacturing control systems that use these articulated adaptable optimal mechanism, constructs a proposed typology according structural features and discusses future possibilities for balancing optimality and adaptability characteristics.
Keywords
artificial intelligence; decision support systems; distributed processing; industrial control; manufacturing processes; manufacturing systems; adaptability articulated mechanism; adaptable mechanism; adaptive manufacturing process; advanced manufacturing control systems; articulated adaptable optimal mechanism; artificial intelligence distributed architecture; centralized architectures; environment disturbance; environmental disturbance; holonic manufacturing systems; informative decision support system; manufacture management mechanism; multiagent systems; operational research decision support systems; optimal manufacturing process; optimal performance; optimality articulated mechanism; reactive decision support system; robust optimal-wise mechanism; Conferences; Cybernetics; Adaptable Optimal Mechanism; Holonic Manufacturing System; Manufacturing Control Systems; Multi Agent System; Operational Research; Optimality;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics (SMC), 2013 IEEE International Conference on
Conference_Location
Manchester
Type
conf
DOI
10.1109/SMC.2013.219
Filename
6721972
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