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
Link To Document :
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