Title :
Microsimulation Analysis of Practical Aspects of Traffic Control With Variable Speed Limits
Author :
Rauh Muller, E. ; Castelan Carlson, R. ; Kraus, W. ; Papageorgiou, M.
Author_Institution :
Dept. of Autom. & Syst. Eng., Fed. Univ. of Santa Catarina, Florianópolis, Brazil
Abstract :
Mainstream traffic flow control (MTFC) with variable speed limits (VSLs) is a freeway traffic control method that aims to maximize throughput by regulating the mainstream flow upstream from a bottleneck. Previous studies in a macroscopic simulator have shown optimal and feedback MTFC potential to improve traffic conditions. In this paper, local feedback MTFC is applied in microscopic simulation for an on-ramp merge bottleneck. Traffic behavior reveals important aspects that had not been previously captured in macroscopic simulation. Mainly, the more realistic VSL application at specific points instead of along an entire freeway section produces a slower traffic response to speed limit changes. In addition, the nonlinear capacity flow/speed limit relation observed in the microscopic model is more pronounced than what was observed at the macroscopic level. After appropriate modifications in the control law, significant improvements in traffic conditions are obtained.
Keywords :
nonlinear control systems; optimal control; road safety; road traffic control; VSL application; control law; feedback MTFC potential; freeway traffic control method; mainstream flow upstream; mainstream traffic flow control; microsimulation analysis; nonlinear capacity flow-speed limit relation; on-ramp merge bottleneck; optimal MTFC potential; speed limit changes; traffic behavior; traffic conditions; traffic response; variable speed limits; Acceleration; Delays; Microscopy; Modeling; Traffic control; Vehicles; Video recording; Freeway traffic control; mainstream traffic flow control (MTFC); microscopic traffic simulation; variable speed limits (VSLs);
Journal_Title :
Intelligent Transportation Systems, IEEE Transactions on
DOI :
10.1109/TITS.2014.2374167