Title
Modeling and Optimization of Hybrid Systems*
Abstract
In this paper a predicate transition model for discrete event systems is generalized to include continuous dynamics, and the result is a modular hybrid predicate transition model. Based on this model a hybrid Petri net, including explicit differential equations and shared variables, is also proposed. It is then shown how this hybrid Petri net model can be optimized based on a simple and robust nonlinear programming formulation. The procedure only assumes that desired sampled paths for a number of interacting moving devices are given, while originally equidistant time instances are adjusted to minimize a given criterion. This optimization of hybrid systems is also applied to a real robot station with interacting devices, which results in about 30% reduction in energy consumption.
Year
DOI
Venue
2015
10.1016/j.ifacol.2015.11.199
IFAC-PapersOnLine
Keywords
Field
DocType
discrete-event systems,Petri net,hybrid systems,optimization
Equidistant,Differential equation,Petri net,Control theory,Computer science,Nonlinear programming,Stochastic Petri net,Modular design,Energy consumption,Hybrid system
Conference
Volume
Issue
ISSN
48
27
2405-8963
Citations 
PageRank 
References 
0
0.34
12
Authors
4
Name
Order
Citations
PageRank
Bengt Lennartson1934118.87
Oskar Wigstrom2364.87
Sarmad Riazi3256.54
Kristofer Bengtsson49913.15