casa 17(11): e4

Research Article

Maintenance process control: cellular automata approach

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  • @ARTICLE{10.4108/eai.6-3-2017.152337,
        author={Mustapha Ouardouz and Abdes Samed Bernoussi and Hamidou Kassogu\^{e} and Mina Amharref},
        title={Maintenance process control: cellular automata approach},
        journal={EAI Endorsed Transactions on Context-aware Systems and Applications},
        volume={4},
        number={11},
        publisher={EAI},
        journal_a={CASA},
        year={2017},
        month={3},
        keywords={Cellular automata, Feedback control, Maintenance process, Resources allocation, Assignment},
        doi={10.4108/eai.6-3-2017.152337}
    }
    
  • Mustapha Ouardouz
    Abdes Samed Bernoussi
    Hamidou Kassogué
    Mina Amharref
    Year: 2017
    Maintenance process control: cellular automata approach
    CASA
    EAI
    DOI: 10.4108/eai.6-3-2017.152337
Mustapha Ouardouz1,*, Abdes Samed Bernoussi2, Hamidou Kassogué2, Mina Amharref2
  • 1: MMC Team, Faculty of Sciences and Techniques, BP. 416, Tangier, Morocco
  • 2: GAT Team, Faculty of Sciences and Techniques, BP. 416, Tangier, Morocco
*Contact email: ouardouz@gmail.com

Abstract

In this work we consider an industrial maintenance process control problem using cellular automata approach. The problem consists on finding an optimal control for the assignment and the displacement of agents in a spatial area to maintain the equipments in good working state. The approach by cellular automata is based on: an operating statistics for determining the attributes of equipments and agents as the cells states factors; an optimal displacement of agents; an assignment of agents to equipments by Voronoi diagram as a control performing in a closed loop. The global state of the model evolves then under the mutual action of an autonomous transition function with the feedback control. We have designed in Java Object Oriented Programming a simulation software for real-time monitoring of the maintenance process scenarios in 2D and 3D scenes. The simulation results are for a production section of a factory in Tangier (Morocco).