Creating rutting prediction models through machine learning techniques utilizing the long-term pavement performance database

AJ Alnaqbi, W Zeiada, GG Al-Khateeb, K Hamad… - Sustainability, 2023 - mdpi.com
Over time, roads undergo deterioration caused by various factors such as traffic loads,
climate conditions, and material properties. Considering the substantial global investments …

Optimal maintenance and rehabilitation policies for performance-based road maintenance contracts

S Abu Samra, H Osman, O Hosny - Journal of Performance of …, 2017 - ascelibrary.org
Performance-based road maintenance contracts (PBRMCs) are an effective mechanism to
transfer risk and responsibility of road maintenance activities to the private sector. Proper …

Modelling roughness progression of sealed granular pavements: a new approach

N Alaswadko, R Hassan, D Meyer… - International Journal of …, 2019 - Taylor & Francis
The study reported herein presents a new approach for preparing pavement condition data
to use in developing robust multilevel roughness models of sealed granular pavements …

Development of pavement roughness regression models based on smartphone measurements

TI Al-Suleiman, YI Alatoom - Journal of Engineering, Design and …, 2024 - emerald.com
Purpose The purpose of this paper was to study the possibility of using smartphone
roughness measurements for developing pavement roughness regression models as a …

A study on the development of guidelines for the production of bitumen emulsion stabilised RAPs for roads in the tropics

OO Oke - 2011 - eprints.nottingham.ac.uk
Eco-friendliness, energy efficiency and cost effectiveness are major drivers responsible for
cold recycled asphalt mixtures being considered as alternatives to hot mixtures. Although …

An approach to investigate the supplementary inconsistency between time series data for predicting road pavement performance models

N Alaswadko, K Hwayyis - International Journal of Pavement …, 2023 - Taylor & Francis
Road agencies commonly face high level complexity of comprehensive pavement
maintenance scheduling complications. This could be due to uncertainty of some …

Asset management-based resilience index formulation for pavements via principal components analysis

A Mohammed, T Zayed, F Nasiri, A Bagchi - Construction Innovation, 2024 - emerald.com
Purpose This paper extends the authors' previous research work investigating resilience for
municipal infrastructure from an asset management perspective. Therefore, this paper aims …

Development of enhanced pavement deterioration curves

S Ercisli - 2015 - vtechworks.lib.vt.edu
Modeling pavement deterioration and predicting the pavement performance is crucial for
optimum pavement network management. Currently only a few models exist that incorporate …

Transition probability matrices for pavement deterioration modelling with variable duty cycle times

Á Alonso-Solorzano, H Pérez-Acebo… - … Journal of Pavement …, 2023 - Taylor & Francis
Probabilistic pavement models, with Markov chains as the most widely used type, are
considered to capture an accurate representation of the in situ pavement performance …

[PDF][PDF] Deterioration prediction of community buildings in Australia

H Mohseni, S Setunge, G Zhang… - … Journal of the …, 2012 - rmit-researchmanagement.esploro …
Local government infrastructure assets in Australia represent a vast investment built up over
many generations. The $15 billion value of community buildings ranks them as the second …