Title :
Modeling of Urban Traffic Systems Based on Fluid Stochastic Petri Nets
Author :
Huang, Bo ; Zhao, Chunxia ; Sun, Yamin
Author_Institution :
Sch. of Comput. Sci. & Technol., Nanjing Univ. of Sci. & Technol., Nanjing
Abstract :
Urban traffic systems are usually complex systems which require dedicated modeling methodologies. In this paper, the "traffic flows" in the urban traffic systems is modeled as continuous variable dynamic systems (CVDS) and the "decision maker + traffic lights" of the traffic systems is modeled as discrete event dynamic systems (DEDS). So the entire urban traffic system can be modeled in the unified hybrid frame. Based on the unified hybrid frame, we propose a candidate hybrid model of extended fluid stochastic Petri net (EFSPN) with rule-based transitions for urban traffic systems. A simple example of urban traffic system is also presented to illustrate the modeling approach.
Keywords :
Petri nets; continuous systems; decision making; discrete event systems; large-scale systems; modelling; road traffic; stochastic processes; transportation; candidate hybrid model; complex system; continuous variable dynamic system; decision making; discrete event dynamic system; fluid stochastic Petri net; rule-based transition; traffic light; unified hybrid frame; urban traffic system modeling; Computational modeling; Computer science; Fluid dynamics; Lighting control; Petri nets; Power system modeling; Queueing analysis; Stochastic systems; Sun; Traffic control;
Conference_Titel :
Natural Computation, 2008. ICNC '08. Fourth International Conference on
Conference_Location :
Jinan
Print_ISBN :
978-0-7695-3304-9
DOI :
10.1109/ICNC.2008.90