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A generic production rules-based system for on-line simulation, decision making and discrete process control

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  • Iassinovski, Serguei
  • Artiba, Abdelhakim
  • Fagnart, Christophe

Abstract

The paper presents and discusses a structure and components of a distributed decision-making system for complex discrete systems and processes control. The decision-making nucleus of the system--system dynamics Builder (SD Builder)--is described. The SD Builder is based on a hierarchical object-based representation of a complex discrete system and on a production rules based representation of discrete processes. It allows the using of on-line simulations, state-graph search, expert systems and other methods for decision making. A conceptual prototype of a sawmill control system in a timber factory illustrates the concepts described in the paper. In a case of a manufacturing system, the decision-making system makes a part of a manufacturing execution system (MES).

Suggested Citation

  • Iassinovski, Serguei & Artiba, Abdelhakim & Fagnart, Christophe, 2008. "A generic production rules-based system for on-line simulation, decision making and discrete process control," International Journal of Production Economics, Elsevier, vol. 112(1), pages 62-76, March.
    • Handle: RePEc:eee:proeco:v:112:y:2008:i:1:p:62-76
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    Cited by:

    1. Bordoloi, Tausif & Shapira, Philip & Mativenga, Paul, 2022. "Policy interactions with research trajectories: The case of cyber-physical convergence in manufacturing and industrials," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    2. Mohammad Ziaei & Seyed Mojtaba Sajadi & Mohammad Mehdi Tavakoli, 2016. "The performance improvement of water pump manufacturing system via multi-criteria decision-making and simulation (a case study: Iran Godakht Company)," International Journal of Productivity and Quality Management, Inderscience Enterprises Ltd, vol. 17(1), pages 1-15.
    3. Yang, Zong-Xiao & Zheng, Yan-Yi & Xue, Jin-Xue, 2009. "Development of automatic fault tree synthesis system using decision matrix," International Journal of Production Economics, Elsevier, vol. 121(1), pages 49-56, September.

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