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research article

Coordinated ramp metering for freeway networks - A model-predictive hierarchical control approach

Papamichail, Ioannis
•
Kotsialos, Apostolos
•
Margonis, Ioannis
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2010
Transportation Research Part C-Emerging Technologies

A nonlinear model-predictive hierarchical control approach is presented for coordinated ramp metering of freeway networks. The utilized hierarchical structure consists of three layers: the estimation/prediction layer, the optimization layer and the direct control layer. The previously designed optimal control tool AMOC (Advanced Motorway Optimal Control) is incorporated in the second layer while the local feedback control strategy ALINEA is used in the third layer. Simulation results are presented for the Amsterdam ring-road. The proposed approach outperforms uncoordinated local ramp metering and its efficiency approaches the one obtained by an optimal open-loop solution. It is demonstrated that metering of all on-ramps, including freeway-to-freeway intersections, with sufficient ramp storage space leads to the optimal utilization of the available infrastructure. (c) 2008 Elsevier Ltd. All rights reserved.

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Type
research article
DOI
10.1016/j.trc.2008.11.002
Author(s)
Papamichail, Ioannis
•
Kotsialos, Apostolos
•
Margonis, Ioannis
•
Papageorgiou, Markos
Date Issued

2010

Publisher

Elsevier

Published in
Transportation Research Part C-Emerging Technologies
Volume

18

Issue

3

Start page

311

End page

331

Subjects

Coordinated ramp metering

•

Hierarchical control

•

Model-predictive control

•

Amoc

•

Alinea

•

Real-Time Control

•

Traffic Flow

•

Boulevard-Peripherique

•

Motorway Networks

•

Southern Part

•

On-Ramp

•

TUC

Editorial or Peer reviewed

REVIEWED

Written at

OTHER

EPFL units
NEARCTIS
Available on Infoscience
November 16, 2010
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/57646
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