[HTML][HTML] Stabilization of city-scale road traffic networks via macroscopic fundamental diagram-based model predictive perimeter control

II Sirmatel, N Geroliminis - Control Engineering Practice, 2021 - Elsevier
Traffic control for large-scale urban road networks remains a challenging problem.
Aggregated dynamical models of city-scale traffic, based on the macroscopic fundamental …

[HTML][HTML] Hybrid perimeter control with real-time partitions in heterogeneous urban networks: An integration of deep learning and MPC

S Jiang, M Keyvan-Ekbatani - Transportation Research Part C: Emerging …, 2023 - Elsevier
Network-wide perimeter control strategies have been shown promise in recent years. These
perimeter control strategies are mostly based on networks with fixed boundaries. However …

[HTML][HTML] An extended Kalman filter approach for real-time state estimation in multi-region MFD urban networks

M Saeedmanesh, A Kouvelas, N Geroliminis - Transportation Research Part …, 2021 - Elsevier
The problem of traffic state estimation for large-scale urban networks modeled with MFD
dynamics is studied here. Given a network partitioned in a number of regions, aggregated …

[HTML][HTML] Dynamic optimal congestion pricing in multi-region urban networks by application of a Multi-Layer-Neural network

A Genser, A Kouvelas - Transportation Research Part C: Emerging …, 2022 - Elsevier
Traffic management by applying congestion pricing is a measure for mitigating congestion in
protected city corridors. As a promising tool, pricing improves the level of service in a …

Perimeter gating control and citywide dynamic user equilibrium: A macroscopic modeling framework

D Ingole, G Mariotte, L Leclercq - Transportation research part C: emerging …, 2020 - Elsevier
In recent years, several perimeter control strategies have been proposed for traffic
management in cities. The common factor found in these works is the use of Macroscopic …

Recent developments in traffic flow modeling using macroscopic fundamental diagram

L Zhang, Z Yuan, L Yang, Z Liu - Transport reviews, 2020 - Taylor & Francis
This paper presents an overview of the recent developments in traffic flow modelling and
analysis using macroscopic fundamental diagram (MFD) as well as their applications. In …

Recent developments in traffic flow modelling using macroscopic fundamental diagram

L Zhang, Z Yuan, L Yang, Z Liu - Transport Reviews, 2020 - Taylor & Francis
This paper presents an overview of the recent developments in traffic flow modelling and
analysis using macroscopic fundamental diagram (MFD) as well as their applications. In …

The role of trip lengths calibration in model-based perimeter control strategies

SFA Batista, D Ingole, L Leclercq… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Since the introduction of the Macroscopic Fundamental Diagram (MFD), many traffic control
strategies and algorithms have been developed to implement MFD-based perimeter control …

Adaptive traffic signal control: Game-theoretic decentralized vs. centralized perimeter control

M Elouni, HM Abdelghaffar, HA Rakha - Sensors, 2021 - mdpi.com
This paper compares the operation of a decentralized Nash bargaining traffic signal
controller (DNB) to the operation of state-of-the-art adaptive and gating traffic signal control …

Minimizing network-wide emissions by optimal routing through inner-city gating

D Ingole, G Mariotte, L Leclercq - Transportation Research Part D: Transport …, 2020 - Elsevier
In this paper, we propose a control and optimization framework to reduce network-wide
emissions in an urban traffic network. The framework is comprised of two layers. The first …