Large-scale evaluation of pavement performance models utilizing automated pavement condition survey data
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Transportation Science and Technology"
DOI: 10.1016/j.ijtst.2021.09.003
Abstract: Abstract Pavement performance models are an essential component of a pavement management system (PMS) and have a direct impact on future pavement condition prediction, selection of pavement maintenance and rehabilitation (M&R) methods, and budget planning… read more here.
Keywords: pavement; pavement performance; pavement condition; performance models ... See more keywords
Road pavement condition diagnostics using smartphone-based data crowdsourcing in smart cities
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Traffic and Transportation Engineering"
DOI: 10.1016/j.jtte.2020.09.004
Abstract: Abstract The purpose of the paper is to analyse the effectiveness of a solution known as road condition tool (RCT) based on data crowdsourcing from smartphones users in the transport system. The tool developed by… read more here.
Keywords: based data; road; pavement condition; condition ... See more keywords
Development and evaluation of relationships between surface condition rating and objective pavement condition parameters
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Pavement Engineering"
DOI: 10.1080/10298436.2021.1894421
Abstract: Highway authorities make efforts to relate visual ratings with directly measured pavement condition data to reduce or remove the necessity of manual pavement condition surveys that involve subjecti... read more here.
Keywords: condition; relationships surface; pavement condition; surface condition ... See more keywords
Prediction of asphalt pavement condition using FWD deflection basin parameters and artificial neural networks
Sign Up to like & getrecommendations! Published in 2020 at "Road Materials and Pavement Design"
DOI: 10.1080/14680629.2020.1797855
Abstract: Applications of non-destructive testing devices such as Falling Weight Deflectometer (FWD) provide crucial estimates of pavement health that assist in the optimisation of pavement management system... read more here.
Keywords: fwd deflection; prediction asphalt; condition using; pavement condition ... See more keywords
Comprehensive performance indicators for road pavement condition assessment
Sign Up to like & getrecommendations! Published in 2018 at "Structure and Infrastructure Engineering"
DOI: 10.1080/15732479.2018.1446179
Abstract: Abstract The selection and use of technical parameters and performance indicators plays an essential role in the pavement management process. It is known that if more parameters are used, a more accurate evaluation of pavement… read more here.
Keywords: performance indicators; condition; pavement condition; comprehensive performance ... See more keywords
An Efficient and Explainable Ensemble Learning Model for Asphalt Pavement Condition Prediction Based on LTPP Dataset
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2022.3164596
Abstract: Accurate prediction of asphalt pavement condition is important to guide pavement maintenance practices. The existing models for pavement condition predictions are predominantly based on linear regressions or simple machine learning techniques. However, additional work on… read more here.
Keywords: learning model; ensemble learning; asphalt pavement; pavement condition ... See more keywords
PAVEMENT CONDITION ANALYSIS VIA VEHICLE MOUNTED ACCELEROMETER DATA
Sign Up to like & getrecommendations! Published in 2020 at "IIUM Engineering Journal"
DOI: 10.31436/iiumej.v21i1.1223
Abstract: Road anomalies and irregularities such as potholes and uneven surfaces are a common hazard in South East Asia and developing countries. Such hazards pose a threat to the safety and well-being of both civilians going… read more here.
Keywords: pavement; road; analysis via; pavement condition ... See more keywords