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A Monitoring-Maintenance Approach Based on Fuzzy Petri Nets in Manufacturing Systems with Time Constraints

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Computational Intelligence Applications in Modeling and Control

Part of the book series: Studies in Computational Intelligence ((SCI,volume 575))

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Abstract

Maintenance and its integration with control and monitoring systems enable the improvement of systems functioning, regarding availability, efficiency, productivity and quality. This paper proposes a monitoring-maintenance approach based on fuzzy Petri Nets (PN’s) for manufacturing job-shops with time constraints. In such systems, operation times are included between a minimum and a maximum value. In this context, we propose a new fuzzy Petri net called Fuzzy Petri Net for maintenance (FPNM). This tool is able to identify and select maintenance activities of a discrete event system with time constraints, using a temporal fuzzy approach. The maintenance module is consists of P-time PNs and fault tree. The first is used for modelling of normal behaviour of the system by temporal spectrum of the marking. The second model corresponds to diagnosis activities. Finally, to illustrate the effectiveness and accuracy of proposed maintenance approach, two industrial examples are depicted.

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Authors and Affiliations

  1. Unité de Recherche LARA Automatique, National School of Engineering of Tunis, BP 37, 1002, Tunis, Belvédère, Tunisia

    Anis Mhalla & Mohamed Benrejeb

Authors
  1. Anis Mhalla
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  2. Mohamed Benrejeb
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Correspondence to Anis Mhalla .

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Editors and Affiliations

  1. Faculty of Computers and Information, Benha University, Benha, Egypt

    Ahmad Taher Azar

  2. Research and Development Centre, Vel Tech University, Chennai, India

    Sundarapandian Vaidyanathan

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Mhalla, A., Benrejeb, M. (2015). A Monitoring-Maintenance Approach Based on Fuzzy Petri Nets in Manufacturing Systems with Time Constraints. In: Azar, A., Vaidyanathan, S. (eds) Computational Intelligence Applications in Modeling and Control. Studies in Computational Intelligence, vol 575. Springer, Cham. https://doi.org/10.1007/978-3-319-11017-2_9

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  • DOI: https://doi.org/10.1007/978-3-319-11017-2_9

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-11016-5

  • Online ISBN: 978-3-319-11017-2

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