Title :
Automated modelling of reactive discrete event systems from external behavioural data
Author :
Estrada-Vargas, Ana Paula ; Lopez-Mellado, Ernesto ; Lesage, Jean-Jacques
Author_Institution :
CINVESTAV Unidad Guadalajara, Zapopan, Mexico
Abstract :
This paper deals with automated modelling of reactive discrete event systems (DES). A software tool for building automatically interpreted Petri net models from an observed system´s input/output sequence is presented. The tool is based on a black-box identification method that processes the input/output sequence, and synthesises and draws the model corresponding to such a sequence. First, the identification method is outlined; then the developed software is described and applied to an illustrative example from the manufacturing area.
Keywords :
Petri nets; discrete event systems; identification; manufacturing systems; production engineering computing; automated reactive discrete event system modelling; automatically interpreted Petri net models; black-box identification method; external behavioural data; manufacturing systems; reactive DES; software development; software tool; system input-output sequence; Biological system modeling; Buildings; Computational modeling; Mathematical model; Process control; Unified modeling language; Vectors; Automated modelling; Discrete event systems; Interpreted Petri nets; Stepwise identification;
Conference_Titel :
Electronics, Communications and Computing (CONIELECOMP), 2013 International Conference on
Conference_Location :
Cholula
Print_ISBN :
978-1-4673-6156-9
DOI :
10.1109/CONIELECOMP.2013.6525771