Highway pavement condition deterioration modeling considering maintenance history

H Yasarer, R Barros - 2022 - rosap.ntl.bts.gov
A nation's economy and prosperity depend on an efficient and safe transportation network
for public mobility and freight transportation. A country's road network is recognized as one …

[PDF][PDF] MODELING OF ASPHALT PAVEMENT RUTTING FOR LTPP SOUTHERN REGION USING MULTIPLE LINEAR REGRESSION METHOD

Z Fahmi, M JAAFAR, U Waheed - researchgate.net
The objective of this study is to develop the asphalt pavement rutting deterioration prediction
model using multiple linear regression (MLR) approach and data sets from the Long-Term …

Application of machine learning techniques to predict asphalt pavement surface deteriorations

R Muzzulini, M Pagola, O Giovanon - Bituminous Mixtures and …, 2019 - taylorfrancis.com
To predict the correct time for rehabilitation or routine maintenance, it is necessary to have
functions or performance models to predict surface deterioration. This paper presents a tool …

Prediction of each road deterioration considering traffic and the interaction with other surface deteriorations, using automated learningmachine technics

R Muzzulini, M Pagola… - … VIII: proceedings of the …, 2019 - upcommons.upc.edu
For road user, the pavement is a surface that must allow the circulation of mixed traffic, in
conditions of safety and comfort, under any climatic condition, for a long time. Once the …