Constructing DEVS models based on experts' knowledge: application to STMicroelectronics' large scale manufacturing processes (Work-in-Progress)

  • Authors:
  • Pamela Viale;Claudia Frydman;Jacques Pinaton

  • Affiliations:
  • Laboratoire des Sciences de l'Information et des Systémes (LSIS), Marseille, France and STMicroelectronics, Rousset, France;Laboratoire des Sciences de l'Information et des Systémes (LSIS), Marseille, France;STMicroelectronics, Rousset, France

  • Venue:
  • Proceedings of the 2011 Symposium on Theory of Modeling & Simulation: DEVS Integrative M&S Symposium
  • Year:
  • 2011

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Abstract

STMicroelectronics has a spirit of innovation in the development of chips, continuously modifying its production processes for improving performance. This is why it is interested in creating 'generic models' of their manufacturing processes and keeping them updated in spite of the high number of modifications demanded. It is specially interested in capitalizing experts' knowledge. In this article we explain ideas for constructing models for STMicroelectronics manufacturing processes using experts' definitions. The importance of our approach resides in the construction of models that constitute a step forwards to the implementation of an alarm control system over processes modifications.