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All for one: Centralized optimization of truck platoons to improve roadway infrastructure sustainability
With the introduction of connected and autonomous trucks (CATs), truck platooning is
expected to be more feasible and prevalent. The reported benefits of the truck platooning …
expected to be more feasible and prevalent. The reported benefits of the truck platooning …
One for all: Decentralized optimization of lateral position of autonomous trucks in a platoon to improve roadway infrastructure sustainability
Introduction of autonomous and connected trucks (ACTs) is expected to result in drastic
changes in operational characteristics of freight shipments, which may in turn have …
changes in operational characteristics of freight shipments, which may in turn have …
Large-scale maintenance and rehabilitation optimization for multi-lane highway asphalt pavement: a reinforcement learning approach
Pavement maintenance and rehabilitation (M&R) optimization is of great importance to the
sustainable development of roadway infrastructure. Various models have been developed …
sustainable development of roadway infrastructure. Various models have been developed …
A general iterative approach for the system-level joint optimization of pavement maintenance, rehabilitation, and reconstruction planning
We formulate a general bottom-up model for the joint optimization of maintenance,
rehabilitation, and reconstruction (MR&R) schedules for a system of heterogeneous …
rehabilitation, and reconstruction (MR&R) schedules for a system of heterogeneous …
Unobserved component model for predicting monthly traffic volume
Traffic volume prediction plays a critical role in transportation system and infrastructure
management. This paper develops the first application of an unobserved component model …
management. This paper develops the first application of an unobserved component model …
Incorporating dynamic traffic distribution into pavement maintenance optimization model
X Mao, C Yuan, J Gan - Sustainability, 2019 - mdpi.com
An optimal pavement maintenance strategy can keep the pavement performance at a high
level under budget constraint. However, the impact of changes in traffic distribution caused …
level under budget constraint. However, the impact of changes in traffic distribution caused …
A hybrid genetic algorithm to maintain road networks using reliability theory
A Altarabsheh, I Altarabsheh… - Structure and …, 2023 - Taylor & Francis
Maintaining road pavement is a challenging task, due to the vast size of the roads network
and the limited maintenance budget available to road agencies. Therefore, most agencies …
and the limited maintenance budget available to road agencies. Therefore, most agencies …
Impacts of Increased Prediction Accuracy in Management Decisions: A Study of Full-Depth Reclamation Pavements
E Evers, C Torres-Machi - Journal of Infrastructure Systems, 2024 - ascelibrary.org
Given the abundance of condition data regularly collected for major roadways, machine
learning has the potential to enhance pavement deterioration modeling. This is particularly …
learning has the potential to enhance pavement deterioration modeling. This is particularly …
A new model of pavement maintenance, rehabilitation and reconstruction considering multimodal network development
The development of a multimodal transportation network to improve traffic efficiency is
gaining extensive interest from researchers. Shifting road traffic to other modes of transport …
gaining extensive interest from researchers. Shifting road traffic to other modes of transport …
[HTML][HTML] Multi-objective optimization of flexible pavement design from an environmental and economic perspective
A Demir, J Santos, S Miller, R Diele… - Journal of Cleaner …, 2023 - Elsevier
In recent years, construction companies have been pressured by clients to deliver
infrastructure that are not only affordable, but also more environmentally friendly. Flexible …
infrastructure that are not only affordable, but also more environmentally friendly. Flexible …