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conference paper

Two-layer hierarchical control for large-scale urban traffic networks

Kouvelas, Anastasios  
•
Triantafyllos, Dimitris
•
Geroliminis, Nikolas  
January 1, 2018
2018 European Control Conference (Ecc)
European Control Conference (ECC)

Many efforts have been carried out to optimize the traffic signal settings in cities. Nevertheless, state-of-the-art and -practice strategies cannot deal efficiently with oversaturated conditions (i.e. queue spillbacks and partial gridlocks), as they are either based on application-specific heuristics or they fail to replicate accurately the propagation of congestion. An alternative approach for real-time network-wide control is the perimeter flow control (or gating). This can be viewed as an upper-level control layer, and be combined with other strategies (e.g. local or coordinated regulators) in a hierarchical control framework. In the current work, a recently developed perimeter control regulator is utilized for the upper-level layer. Another lower-level control layer utilizes the max-pressure regulator, which constitutes a local feedback control law, applied in coupled intersections, in a distributed systems-of-systems (SoS) concept. Different approaches are discussed about the design of the hierarchical structure of SoS and a traffic microsimulation tool is used to assess the impact of each approach to the overall traffic conditions. Preliminary results show that integrating a network-level approach within a local adaptive framework can significantly improve the system performance when spillback phenomena occur (a common feature of city centres with short links).

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  • Metrics
Type
conference paper
DOI
10.23919/ECC.2018.8550499
Web of Science ID

WOS:000467725301052

Author(s)
Kouvelas, Anastasios  
Triantafyllos, Dimitris
Geroliminis, Nikolas  
Date Issued

2018-01-01

Publisher

IEEE

Publisher place

New York

Published in
2018 European Control Conference (Ecc)
ISBN of the book

978-3-9524-2698-2

Start page

1295

End page

1300

Subjects

Automation & Control Systems

•

Automation & Control Systems

•

perimeter control

•

congestion

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LUTS  
Event nameEvent placeEvent date
European Control Conference (ECC)

Limassol, CYPRUS

Jun 12-15, 2018

Available on Infoscience
June 18, 2019
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/157010
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