Investigating impacts of asphalt mixture properties on pavement performance using LTPP data through random forests

H Gong, Y Sun, W Hu, PA Polaczyk, B Huang - Construction and Building …, 2019 - Elsevier
Numerous laboratory studies have demonstrated that the properties of hot-mix asphalt
(HMA) play a crucial role in the performance of the HMA. However, few studies have directly …

Integrative modeling of performance deterioration and maintenance effectiveness for infrastructure assets with missing condition data

P Lin, XX Yuan, E Tovilla - Computer‐Aided Civil and …, 2019 - Wiley Online Library
Deterioration modeling is an important analytical component in infrastructure asset
management. It concerns the prediction of performance and remaining service life of assets …

A heuristics-based method for obtaining road surface type information from mobile lidar for use in network-level infrastructure management

SR Neupane, NG Gharaibeh - Measurement, 2019 - Elsevier
Road surface type is a key input to most asset management and maintenance management
models and analyses, such as deterioration prediction models, life cycle cost analysis, and …

Bayesian analysis of pavement maintenance failure probability with Markov chain Monte Carlo simulation

X Chen, Q Dong, X Gu, Q Mao - Journal of Transportation …, 2019 - ascelibrary.org
This study presented a Bayesian logistic model to evaluate the failure probability of asphalt
pavement preventive treatments. The Markov Chain Monte Carlo (MCMC) simulation using …

Developing a methodology to evaluate the effectiveness of pavement treatments applied to low-volume paved roads

M Hafez, K Ksaibati, R Atadero - International Journal of Pavement …, 2019 - Taylor & Francis
ABSTRACT A significant number of agencies allocate low funding levels for their low-
volume roads (LVRs) as part of their pavement management system (PMS) funding …

New evaluating method and case study of thermal stability for asphalt pavement functional paving materials

X Sun, X Qin, Z Liu, Y Yin, S He - Construction and Building Materials, 2019 - Elsevier
In order to solve the evaluation difficulty of high temperature stability of pavement functional
coatings, this research started from the generation mechanism of high temperature failure of …

[图书][B] Evaluation of the Rheological Behaviors and Molecular Composition properties of Crumb Rubber Modified Emulsion for Chip Seal

MTA Sarkar - 2019 - search.proquest.com
An experimental study was conducted to characterize the chemical, molecular, and
rheological properties of different asphalt emulsions including a newly introduced tire rubber …

Effectiveness of Pavement Preservation

A Buss - 2019 - publications.iowa.gov
uccess of pavement preservation depends upon which distresses require proper mitigation.
While more robust rehabilitation or reconstruction methods have been proven to eliminate …