Data analysis in pavement engineering: An overview
Extensive studies on data analysis have been conducted to address pavement engineering
problems including material and structure design, performance evaluation, maintenance …
problems including material and structure design, performance evaluation, maintenance …
Statistical inference of sewer pipe deterioration using Bayesian geoadditive regression model
N Balekelayi, S Tesfamariam - Journal of Infrastructure Systems, 2019 - ascelibrary.org
Several deterioration models have been developed for prediction of the actual and future
condition states of individual sewer pipes. However, most tools that have been developed …
condition states of individual sewer pipes. However, most tools that have been developed …
IRI deterioration model for asphalt concrete pavements: capturing performance improvements over time
Pavement deterioration models are an essential component of performance-based
management of transportation infrastructure. This study aims to improve existing techniques …
management of transportation infrastructure. This study aims to improve existing techniques …
A weighted multi-output neural network model for the prediction of rigid pavement deterioration
ABSTRACT A novel weighted multi-output neural network (NN) model is proposed for
predicting the deterioration of rigid pavements based on Iowa pavement management …
predicting the deterioration of rigid pavements based on Iowa pavement management …
The impact of public–private partnerships for roadway projects on traffic safety: An exploratory empirical analysis of crash frequencies
Since the mid-2000s, Public–Private Partnerships (PPP) have been established in
transportation infrastructure projects as an effective alternative to the traditional procurement …
transportation infrastructure projects as an effective alternative to the traditional procurement …
Intelligent Assessment of Pavement Condition Indices Using Artificial Neural Networks
The traditional manual approach of pavement condition evaluation is being replaced by
more sophisticated automated vehicle systems. Although these automated systems have …
more sophisticated automated vehicle systems. Although these automated systems have …
Reliability analysis of a bridge deck utilizing generalized gamma distribution
Abstract Models of bridge deck deterioration with improved predictive power can provide
bridge management strategies that will optimize allocation of the available, typically limited …
bridge management strategies that will optimize allocation of the available, typically limited …
Methods and Applications of Clusterwise Linear Regression: A survey and comparison
Clusterwise linear regression (CLR) is a well-known technique for approximating a data
using more than one linear function. It is based on the combination of clustering and multiple …
using more than one linear function. It is based on the combination of clustering and multiple …
A network level pavement maintenance optimisation approach deploying GAMS
Abstract Pavement Management Systems (PMS) can benefit the highway agencies in
several ways both at network and project levels, especially in selecting cost-effective …
several ways both at network and project levels, especially in selecting cost-effective …
Generalised clusterwise regression for simultaneous estimation of optimal pavement clusters and performance models
This paper focuses on clusterwise regression (CR) approach for modelling of pavement
performance. CR simultaneously clusters the data and estimates the associated models …
performance. CR simultaneously clusters the data and estimates the associated models …