DISCRETE-EVENT REPRESENTATION OF QUALITATIVE MODELS USING PETRI NETS

Authors
Citation
A. Fanni et A. Giua, DISCRETE-EVENT REPRESENTATION OF QUALITATIVE MODELS USING PETRI NETS, IEEE transactions on systems, man and cybernetics. Part B. Cybernetics, 28(6), 1998, pp. 770-780
Citations number
18
Categorie Soggetti
Computer Science Cybernetics","Robotics & Automatic Control","Computer Science Artificial Intelligence","Computer Science Cybernetics","Robotics & Automatic Control","Computer Science Artificial Intelligence
ISSN journal
10834419
Volume
28
Issue
6
Year of publication
1998
Pages
770 - 780
Database
ISI
SICI code
1083-4419(1998)28:6<770:DROQMU>2.0.ZU;2-9
Abstract
The paper discusses how Petri nets may be used for the qualitative mod eling of physical systems. The qualitative state of a system is repres ented by the marking of the net. The crossing of a landmark value corr esponds to the firing of a transition. We give a formal procedure to c onstruct a Petri net model corresponding to a given set of qualitative equations. The approach can be used to study both autonomous systems and systems with forcing inputs. The dynamic behavior of the system ca n be studied as sequences of reachable markings of the net and can be computed with standard Petri net execution techniques. This approach a lso leads to a simple framework for the study of hybrid systems, i.e., systems whose behavior is described by both continuous and discrete e vent dynamics. Several examples, with applications to diagnosis and co ntrol, are fully discussed.