A review of travel time estimation and forecasting for advanced traveller information systems

U Mori, A Mendiburu, M Álvarez… - … A: Transport Science, 2015 - Taylor & Francis
Due to the increase in vehicle transit and congestion in road networks, providing information
about the state of the traffic to commuters has become a critical issue for Advanced Traveller …

Analytical formulation for explaining the variations in traffic states: A fundamental diagram modeling perspective with stochastic parameters

Q Cheng, Y Lin, XS Zhou, Z Liu - European Journal of Operational …, 2024 - Elsevier
Despite the simplicity and practicality of (deterministic) fundamental diagram models in
highway traffic flow theory, the wide scattering effect observed in empirical data remains …

Probe data-driven travel time forecasting for urban expressways by matching similar spatiotemporal traffic patterns

Z Zhang, Y Wang, P Chen, Z He, G Yu - Transportation Research Part C …, 2017 - Elsevier
Travel time is an effective measure of roadway traffic conditions. The provision of accurate
travel time information enables travelers to make smart decisions about departure time …

Simulation-based variable speed limit systems modelling: an overview and a case study on Istanbul freeways

M Sadat, HB Celikoglu - Transportation research procedia, 2017 - Elsevier
Modern transportation systems aim at maximizing the use of available resources in a
sustainable manner to deliver efficient and safe movement of traffic. Variable Speed Limit …

Extension of traffic flow pattern dynamic classification by a macroscopic model using multivariate clustering

HB Celikoglu, MA Silgu - Transportation Science, 2016 - pubsonline.informs.org
In this paper, we evaluate the performance of a dynamic approach to classifying flow
patterns reconstructed by a switching-mode macroscopic flow model considering a …

Lane-based saturation degree estimation for signalized intersections using travel time data

D Ma, X Luo, S Jin, D Wang, W Guo… - IEEE Intelligent …, 2017 - ieeexplore.ieee.org
Saturation degree estimation is a vital problem of signal timing optimization. However,
classic loop-detector-based algorithms are not capable to capture the severity of …

Dynamic classification of traffic flow patterns simulated by a switching multimode discrete cell transmission model

HB Celikoglu - IEEE Transactions on Intelligent Transportation …, 2014 - ieeexplore.ieee.org
In this paper, a dynamic approach to specify flow pattern variations simulated by a
multimode macroscopic flow model is followed, incorporating the neural network theory to …

Real-time estimation of multi-class path travel times using multi-source traffic data

A Li, WHK Lam, W Ma, SC Wong, AHF Chow… - Expert Systems with …, 2024 - Elsevier
In practice, most of the intelligent transportation systems provide average travel times of all
vehicles on selected paths in real time on a regular basis. However, path travel times of …

Travel time estimation oriented freeway sensor placement problem considering sensor failure

N Zhu, S Ma, L Zheng - Journal of Intelligent Transportation …, 2017 - Taylor & Francis
Optimal sensor placement on freeway corridor is of great interest to transportation
authorities. However, current traffic sensors are easily subject to various failures. Therefore …

Micro-simulation based ramp metering on Istanbul freeways: an evaluation adopting ALINEA

IM Abuamer, MA Silgu… - 2016 IEEE 19th …, 2016 - ieeexplore.ieee.org
Congestion on freeways restrains its ability to provide smooth traffic flow. Normally
congestion occurs when traffic volumes are considerably greater than the link capacity …