Title :
Discrete event representation of qualitative models using Petri nets
Author :
Fanni, Alessandra ; Giua, Alessandro
Author_Institution :
Dipartimento di Ingegneria Elettrica ed Elettronica, Cagliari Univ., Italy
fDate :
12/1/1998 12:00:00 AM
Abstract :
The paper discusses how Petri nets may be used for the qualitative modeling of physical systems. The qualitative state of a system is represented by the marking of the net. The crossing of a landmark value corresponds to the firing of a transition. We give a formal procedure to construct 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 can be studied as sequences of reachable markings of the net and can be computed with standard Petri net execution techniques. This approach also leads to a simple framework for the study of hybrid systems, i.e., systems whose behavior is described by both continuous and discrete event dynamics. Several examples, with applications to diagnosis and control, are fully discussed
Keywords :
Petri nets; discrete event simulation; formal specification; Petri nets; autonomous systems; discrete event dynamics; discrete event representation; landmark value; physical systems; qualitative equations; qualitative models; Analytical models; Difference equations; Discrete event systems; Helium; Information analysis; Nonlinear systems; Petri nets; Physics; State-space methods;
Journal_Title :
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
DOI :
10.1109/3477.735387