Upgradation of pavement deterioration models for urban roads by non-hierarchical clustering
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Pavement Research and Technology"
DOI: 10.1007/s42947-020-0105-1
Abstract: Pavements, being a significant component of urban infrastructure, their maintenance and rehabilitation to the desired serviceability level is a challenging problem faced by engineers. The development of a reliable pavement deterioration model is essential to… read more here.
Keywords: deterioration; pavement deterioration; pavement; maintenance ... See more keywords
Modeling the Systematic Error in Pavement Deterioration Forecasts: Empirical Results and Interpretations Using Airfield PCI Data
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Infrastructure Systems"
DOI: 10.1061/(asce)is.1943-555x.0000635
Abstract: AbstractInfrastructure condition assessments are used to model and forecast deterioration and identify maintenance, repair, and rehabilitation requirements and solutions. Therefore, accurate condit... read more here.
Keywords: systematic error; deterioration forecasts; deterioration; error pavement ... See more keywords
A gradient boosting approach to understanding airport runway and taxiway pavement deterioration
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Pavement Engineering"
DOI: 10.1080/10298436.2020.1714616
Abstract: ABSTRACT Understanding airfield pavement deterioration is essential for airport asset management to ensure safe and efficient airport operations. This paper employs Gradient Boosting Machine (GBM) – a machine learning method – to investigate the contributions… read more here.
Keywords: deterioration; pavement deterioration; taxiway pavement; gradient boosting ... See more keywords
ConTrack Distress Dataset: A Continuous Observation for Pavement Deterioration Spatio-Temporal Analysis
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2022.3201968
Abstract: Analysis of pavement deterioration is critical for road maintenance. Many section-based pavement performance evaluation methodologies have been investigated to determine the deteriorating tendency from a macro perspective. However, little research shed light on the refined… read more here.
Keywords: distress; pavement; pavement deterioration; analysis ... See more keywords