Optimal control of freeways via speed signalling and ramp metering

被引:108
作者
Alessandri, A
Di Febbraro, A
Ferrara, A
Punta, E
机构
[1] CNR, IAN Natl Res Council, Naval Automat Inst, I-16149 Genoa, Italy
[2] Univ Genoa, DIST, Dept Commun Comp & Syst Sci, I-16145 Genoa, Italy
关键词
traffic control; optimal control; optimization; nonlinear programming; simulation;
D O I
10.1016/S0967-0661(98)00083-5
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 [计算机科学与技术];
摘要
Freeway traffic control by means of speed signalling and ramp-metering has been addressed, by following a suboptimal approach. Starting from the estimation of the traffic flow, standard parametrized closed-loop regulators for speed signalling and ramp-metering have been tuned using an optimization procedure based on Powell's method. Optimization is carried out by minimizing (or maximizing) an empirical mean cost function according to the Montecarlo paradigm. The regulators perform using an estimate of a macroscopic model-based state vector given by an extended Kalman filter. (C) 1998 Published by Elsevier Science Ltd All rights reserved.
引用
收藏
页码:771 / 780
页数:10
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