Airfield pavement performance prediction using Clustered Markov Chain Models
A Clemmensen, H Wang - Road Materials and Pavement Design, 2024 - Taylor & Francis
This study pairs unsupervised learning methods of clustering and classification with discrete-
time Markov Chain models for airport pavement performance prediction, with the goal of …
time Markov Chain models for airport pavement performance prediction, with the goal of …
Exploring new computational strategies for managing maintenance activities of airport pavement systems
In this paper, the optimization of the maintenance management problem regarding airport
pavements is addressed by develo** a series of fast computational procedures whose …
pavements is addressed by develo** a series of fast computational procedures whose …
Artificial intelligence-based gene expression programming (GEP) model for assessing sprayed seal performance
A Tamanna, E Shamsaei, R Urquhart… - Road Materials and …, 2023 - Taylor & Francis
This research predicts residual solvent (α), which is a key component of the performance
assessment for a sprayed/chip seal. In this study, conventional equations for α were …
assessment for a sprayed/chip seal. In this study, conventional equations for α were …
Machine Learning Based Data Analytics of Pavement Performance Prediction for Airport Pavement Management System
A Clemmensen - 2022 - search.proquest.com
A critical component in airfield pavement management systems (PMS) is pavement
condition, both its current state and future condition. Decision-makers need this information …
condition, both its current state and future condition. Decision-makers need this information …