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
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.