[HTML][HTML] New innovations in pavement materials and engineering: A review on pavement engineering research 2021
Sustainable and resilient pavement infrastructure is critical for current economic and
environmental challenges. In the past 10 years, the pavement infrastructure strongly …
environmental challenges. In the past 10 years, the pavement infrastructure strongly …
[HTML][HTML] Advanced industrial informatics towards smart, safe and sustainable roads: A state of the art
The road is one of the most important civil infrastructures for serving society, where its
service quality and life have direct impacts on the safety and comfort of users. Therefore …
service quality and life have direct impacts on the safety and comfort of users. Therefore …
Deep reinforcement learning for long‐term pavement maintenance planning
Inappropriate maintenance and rehabilitation strategies cause many problems such as
maintenance budget waste, ineffective pavement distress treatments, and so forth. A method …
maintenance budget waste, ineffective pavement distress treatments, and so forth. A method …
Optimal policy for structure maintenance: A deep reinforcement learning framework
The cost-effective management of aged infrastructure is an issue of worldwide concern.
Markov decision process (MDP) models have been used in developing structural …
Markov decision process (MDP) models have been used in developing structural …
Predictive maintenance decision-making for variable faults with non-equivalent costs of fault severities
Predictive Maintenance is crucial for production systems as it helps maintaining the
reliability and availability of components/equipment as well as preventing unexpected …
reliability and availability of components/equipment as well as preventing unexpected …
Identifying environmentally sustainable pavement management strategies via deep reinforcement learning
A Kazemeini, O Swei - Journal of cleaner production, 2023 - Elsevier
Pavement life cycle assessments (LCAs) enable decision-makers to evaluate the
environmental impact of alternative maintenance, rehabilitation, and reconstruction …
environmental impact of alternative maintenance, rehabilitation, and reconstruction …
Value of information in sequential decision making: Component inspection, permanent monitoring and system-level scheduling
M Memarzadeh, M Pozzi - Reliability Engineering & System Safety, 2016 - Elsevier
We illustrate how to assess the Value of Information (VoI) in sequential decision making
problems modeled by Partially Observable Markov Decision Processes (POMDPs) …
problems modeled by Partially Observable Markov Decision Processes (POMDPs) …
Incorporating network considerations into pavement management systems: A case for approximate dynamic programming
The objective of infrastructure management is to provide optimal maintenance, rehabilitation
and replacement (MR&R) policies for a system of facilities over a planning horizon. While …
and replacement (MR&R) policies for a system of facilities over a planning horizon. While …
Integrated inspection scheduling and maintenance planning for infrastructure systems
M Memarzadeh, M Pozzi - Computer‐Aided Civil and …, 2016 - Wiley Online Library
Operation and maintenance of an infrastructure system rely on information collected on its
components, which can provide the decision maker with an accurate assessment of their …
components, which can provide the decision maker with an accurate assessment of their …
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 …