Petri net based decision system modeling in real-time scheduling and control of flexible automotive manufacturing systems


Basak O., ALBAYRAK Y. E.

COMPUTERS & INDUSTRIAL ENGINEERING, vol.86, pp.116-126, 2015 (Journal Indexed in SCI) identifier identifier

  • Publication Type: Article / Article
  • Volume: 86
  • Publication Date: 2015
  • Doi Number: 10.1016/j.cie.2014.09.024
  • Title of Journal : COMPUTERS & INDUSTRIAL ENGINEERING
  • Page Numbers: pp.116-126

Abstract

This paper presents the design and the implementation of a Petri net (PN) model for the control of a flexible manufacturing system (FMS). A flexible automotive manufacturing system used in this environment enables quick cell configuration, and the efficient operation of cells. In this paper, we attempt to propose a flexible automotive manufacturing approach for modeling and analysis of shop floor scheduling problem of FMSs using high-level PNs. Since PNs have emerged as the principal performance modeling tools for FMS, this paper provides an object-oriented Petri nets (OOPNs) approach to performance modeling and to implement efficient production control. In this study, we modeled the system as a timed marked graph (TMG), a well-known subclass of PNs, and we showed that the problem of performance evaluation can be reduced to a simple linear programming (LP) problem with m - n + 1 variables and n constraints, where m and n represent the number of places and transitions in the marked graph, respectively. The presented PN based method is illustrated by modeling a real-time scheduling and control for flexible automotive manufacturing system (FAMS) in Valeo Turkey. (C) 2014 Elsevier Ltd. All rights reserved.