A physics-informed reinforcement learning-based strategy for local and coordinated ramp metering
This paper proposes a physics-informed reinforcement learning (RL)-based ramp metering
strategy, which trains the RL model using a combination of historic data and synthetic data …
strategy, which trains the RL model using a combination of historic data and synthetic data …
Eliminating the impacts of traffic volume variation on before and after studies: a causal inference approach
A before and after study framework measures the outcomes in a group of participants before
introducing an intervention, and then again afterward. In this study, a before and after study …
introducing an intervention, and then again afterward. In this study, a before and after study …
A transfer learning framework for proactive ramp metering performance assessment
Transportation agencies need to assess ramp metering performance when deploying or
expanding a ramp metering system. The evaluation of a ramp metering strategy is primarily …
expanding a ramp metering system. The evaluation of a ramp metering strategy is primarily …
Traffic performance evaluation using statistical and machine learning methods
X Ma - 2022 - search.proquest.com
Fast and safe movement of people and goods is one of the key objectives of every efficient
transportation system. The rapid expansion of urbanization, economic growth, and the …
transportation system. The rapid expansion of urbanization, economic growth, and the …
Travel through time: the story of research on travel time reliability
MAP Taylor - Transportmetrica B: transport dynamics, 2013 - Taylor & Francis
This paper provides a review of research on the concepts and application of travel time
reliability and on the underpinning research on travel time variability. It charts the …
reliability and on the underpinning research on travel time variability. It charts the …
Exploring the spatial effects on the level of congestion caused by traffic accidents in urban road networks: A case study of Beijing
When traffic accidents occur on the urban link, the induced congestion propagates upstream
and affects adjacent links. Since the congestion on an urban link is affected by its adjacent …
and affects adjacent links. Since the congestion on an urban link is affected by its adjacent …
How do on‐demand ridesharing services affect traffic congestion? The moderating role of urban compactness
The role of information technology (IT) in managing operations that support environmentally
sustainable growth has been emphasized a lot in operations management and information …
sustainable growth has been emphasized a lot in operations management and information …
An overview of traffic control schemes for freeway systems
Some of the criticalities associated with traffic phenomena in freeway networks can be
mitigated or even eliminated with suitable control strategies. The most important and evident …
mitigated or even eliminated with suitable control strategies. The most important and evident …
[PDF][PDF] Vehicle emission estimation on mainline freeway under isolated and integrated ramp metering strategies
J Du, Q Li, FQL Yu - Environmental Engineering and Management …, 2018 - researchgate.net
On freeways with multiple on-ramps, it is a common practice to design a ramp metering
strategy so as to regulate the entering rates from ramps and minimize the disruptions on the …
strategy so as to regulate the entering rates from ramps and minimize the disruptions on the …
Merging behaviour: Empirical comparison between two sites and new theory development
This paper presents two empirical trajectory data sets focusing on the merging behaviour on
a motorway, both in the Netherlands and in France. A careful review of the literature shows …
a motorway, both in the Netherlands and in France. A careful review of the literature shows …