• 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