Pregled bibliografske jedinice broj: 716291
Urban Highways Level of Service Improvement Based on Intelligent Ramp Metering
Urban Highways Level of Service Improvement Based on Intelligent Ramp Metering // Proceedings of 25th International Central European Conference on Information and Intelligent Systems, CECIIS2014 / Tihomir Hunjak, Sandra Lovrenčić, Igor Tomičić (ur.).
Varaždin: Fakultet organizacije i informatike Sveučilišta u Zagrebu, 2014. str. 296-303 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
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Naslov
Urban Highways Level of Service Improvement Based on Intelligent Ramp Metering
Autori
Gregurić, Martin ; Ivanjko, Edouard ; Galić, Ivana ; Mandžuka, Sadko ; Gold, Hrvoje
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Izvornik
Proceedings of 25th International Central European Conference on Information and Intelligent Systems, CECIIS2014
/ Tihomir Hunjak, Sandra Lovrenčić, Igor Tomičić - Varaždin : Fakultet organizacije i informatike Sveučilišta u Zagrebu, 2014, 296-303
Skup
25th International Central European Conference on Information and Intelligent Systems
Mjesto i datum
Varaždin, Hrvatska, 17.09.2014. - 19.09.2014
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
ramp metering ; cooperative control ; ANFIS ; CTMSIM ; ITS ; variable speed limit control
Sažetak
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.
Izvorni jezik
Engleski
Znanstvena područja
Elektrotehnika, Računarstvo, Tehnologija prometa i transport
POVEZANOST RADA
Projekti:
Potpora UNIRI (br. 13.07.1.2.02)
EK-FP7-317671 - Intelligent Cooperative Sensing for Improved traffic efficiency (ICSI) (Mandžuka, Sadko, EK - FP7-ICT-2011-8) ( CroRIS)
Ustanove:
Fakultet prometnih znanosti, Zagreb
