Urban Highways Level of Service Improvement Based on Intelligent Ramp Metering (CROSBI ID 614422)
Prilog sa skupa u časopisu | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Gregurić, Martin ; Ivanjko, Edouard ; Galić, Ivana ; Mandžuka, Sadko ; Gold, Hrvoje
engleski
Urban Highways Level of Service Improvement Based on Intelligent Ramp Metering
Urban highways have undergone a transformation in the recent years due to increased traffic demand. Optimal usage of the existing road transport infrastructure has become a priority. To ensure efficient usage of the existing traffic system capacity, intelligence needs to be added to its control systems. Such control solutions are from the domain of intelligent transportation systems (ITS). Mostly used solutions are ramp metering and variable speed limit control (VSLC). This paper presents a new learning based cooperative ramp metering strategy in which several well-known ramp metering strategies (ALIENA, SWARM, HELPER) are used to create a learning set and then create an ANFIS based cooperative ramp metering controller. Proposed urban highway control approach is tested in simulations using an augmented version of the CTMSIM simulator, traffic data for a typical working day and city of Zagreb bypass as case study. Obtained results are compared to standard ramp metering approaches and VSLC using travel time, Delay, and maximum vehicle queue length as quality measures.
ramp metering ; cooperative control ; ANFIS ; CTMSIM ; ITS ; variable speed limit control
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Podaci o prilogu
296-303.
2014.
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objavljeno
Podaci o matičnoj publikaciji
Central European conference on information and intelligent systems
Tihomir Hunjak, Sandra Lovrenčić, Igor Tomičić
Varaždin: Fakultet organizacije i informatike Sveučilišta u Zagrebu
1847-2001
Podaci o skupu
25th International Central European Conference on Information and Intelligent Systems
predavanje
17.09.2014-19.09.2014
Varaždin, Hrvatska