Title :
Shock wave elimination/reduction by optimal coordination of variable speed limits
Author :
Breton, P. ; Hegyi, A. ; De Schutter, B. ; Hellendoorn, Hans
Author_Institution :
Fac. of Inf. Technol. and Syst., Delft Univ. of Technol., Netherlands
Abstract :
We present a model predictive control (MPC) approach to optimally coordinate variable speed limits for highway traffic. The basic idea is that dynamic speed limits con create traffic conditions where shock waves can damp out faster. The control objective is to minimize the total time that vehicles spend in the network. For the prediction of the evolution of the traffic flows in the network we use an adapted version of the METANET model that takes the variable speed limits into account. The coordinated control results in a network with less congestion, a higher outflow, and a lower total time spent. In addition, the receding horizon approach of MPC results in an adaptive, online control strategy that automatically takes changes in the system parameters into account.
Keywords :
adaptive control; predictive control; road traffic; traffic control; transportation; METANET model; adaptive control; congestion; coordinated control; model predictive control; receding horizon control; road traffic; shock waves; traffic control; traffic flows; variable speed limits; Automatic control; Communication system traffic control; Predictive control; Predictive models; Programmable control; Road transportation; Shock waves; Traffic control; Vehicle dynamics; Vehicles;
Conference_Titel :
Intelligent Transportation Systems, 2002. Proceedings. The IEEE 5th International Conference on
Print_ISBN :
0-7803-7389-8
DOI :
10.1109/ITSC.2002.1041219