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Freeway Traffic Modeling and Control in a First-Order Hybrid Petri Net Framework.

Authors :
Fanti, Maria Pia
Iacobellis, Giorgio
Mangini, Agostino Marcello
Ukovich, Walter
Source :
IEEE Transactions on Automation Science & Engineering; Jan2014, Vol. 11 Issue 1, p90-102, 13p
Publication Year :
2014

Abstract

The paper presents a model for freeway traffic performance evaluation and control in a First-Order Hybrid Petri Net (FOHPN) framework. Such a hybrid Petri net formalism includes continuous places holding fluid, discrete places containing a non-negative integer number of tokens and transitions, which are either discrete or continuous. In order to suitably describe the dynamics of the freeway traffic flow, we allow updating the transition firing speed as a function of the markings modeling the freeway traffic, as described by the stationary flow-density relationship. Moreover, we propose an online optimal control coordination of speed limits with the objective of maximizing the flow density. The use of FOHPNs offers several significant advantages with respect to the model existing in the related literature: the graphical feature enables an easy modular modeling approach and the mathematical aspects efficiently allow simulating and optimizing the system. The effectiveness of the FOHPN formalism is shown by applying the proposed modeling and control technique to a stretch of a freeway in the North-East of Italy, where a solution of an accident situation is considered. [ABSTRACT FROM PUBLISHER]

Details

Language :
English
ISSN :
15455955
Volume :
11
Issue :
1
Database :
Complementary Index
Journal :
IEEE Transactions on Automation Science & Engineering
Publication Type :
Academic Journal
Accession number :
93570386
Full Text :
https://doi.org/10.1109/TASE.2013.2253606