Macroscopic traffic flow modelling of large-scale freeway networks with field data verification: State-of-the-art review, benchmarking framework, and case studies using …
Y Wang, X Yu, J Guo, I Papamichail… - … Research Part C …, 2022 - Elsevier
Macroscopic traffic flow models are of paramount importance to traffic surveillance and
control. Before their employments in applications, the models need to be calibrated and …
control. Before their employments in applications, the models need to be calibrated and …
Macroscopic traffic flow model validation at congested freeway off-ramp areas
A Spiliopoulou, M Kontorinaki, M Papageorgiou… - … Research Part C …, 2014 - Elsevier
The reported study tests, validates and compares two well-known macroscopic traffic flow
models in the special, but quite frequently occurring case, where congestion is created due …
models in the special, but quite frequently occurring case, where congestion is created due …
Hybrid model predictive control for freeway traffic using discrete speed limit signals
In this paper, two hybrid Model Predictive Control (MPC) approaches for freeway traffic
control are proposed considering variable speed limits (VSL) as discrete variables as in …
control are proposed considering variable speed limits (VSL) as discrete variables as in …
Operational and safety impacts of integrated variable speed limit with dynamic hard shoulder running
K Arora, L Kattan - Journal of Intelligent Transportation Systems, 2023 - Taylor & Francis
The combination of various Intelligent Transportation System (ITS) strategies generally has
manifold effects, much greater than when strategies are implemented individually. This …
manifold effects, much greater than when strategies are implemented individually. This …
[PDF][PDF] Word embeddings-based sentence-level sentiment analysis considering word importance
Word2vec has been proven to facilitate various Natural Language Processing (NLP) tasks.
We suppose that it could separate the vector space of word2vec into positive and negative …
We suppose that it could separate the vector space of word2vec into positive and negative …
Swarm intelligence algorithms for macroscopic traffic flow model validation with automatic assignment of fundamental diagrams
A Poole, A Kotsialos - Applied Soft Computing, 2016 - Elsevier
This paper is concerned with the problem of macroscopic road traffic flow model calibration
and verification. Thoroughly validated models are necessary for both control system design …
and verification. Thoroughly validated models are necessary for both control system design …
Local and coordinated ramp metering within the unifying framework of an adaptive control scheme
M Kontorinaki, I Karafyllis, M Papageorgiou - Transportation Research Part …, 2019 - Elsevier
This study develops and proposes a unifying control scheme to address the ramp and
mainline metering problems arising in freeways. A distinguishing novelty of the proposed …
mainline metering problems arising in freeways. A distinguishing novelty of the proposed …
Second order macroscopic traffic flow model validation using automatic differentiation with resilient backpropagation and particle swarm optimisation algorithms
A Poole, A Kotsialos - Transportation Research Part C: Emerging …, 2016 - Elsevier
The problem of validating the Modéle d'Écoulement de Trafic sur Autoroute NETworks
(METANET) model of a motorway section is considered. Model calibration is formulated as a …
(METANET) model of a motorway section is considered. Model calibration is formulated as a …
METANET validation of the large-scale Manchester ring-road network using gradient-based and particle swarm optimization
A Poole, A Kotsialos - IEEE Transactions on Intelligent …, 2017 - ieeexplore.ieee.org
This paper is concerned with the problem of macroscopic traffic flow model validation for ring-
road shaped large-scale motorway networks. The calibration optimization problem is solved …
road shaped large-scale motorway networks. The calibration optimization problem is solved …
Applicability analysis of an extended METANET model in traffic-state prediction for congested freeway corridors
X Wang, D Yin, TZ Qiu - Journal of Transportation Engineering, Part …, 2018 - ascelibrary.org
Macroscopic traffic flow models are often applied as prediction models in proactive traffic
control strategies. For model calibration and validation, existing tests have been conducted …
control strategies. For model calibration and validation, existing tests have been conducted …