[HTML][HTML] Predictive analytics for roadway maintenance: A review of current models, challenges, and opportunities

A Karimzadeh, O Shoghli - Civil Engineering Journal, 2020 - civilejournal.org
With the pressing need to improve the poorly rated transportation infrastructure, asset
managers leverage predictive maintenance strategies to lower the life cycle costs while …

Comparisons of Faulting‐Based Pavement Performance Prediction Models

W Wang, Y Qin, X Li, D Wang… - Advances in Materials …, 2017 - Wiley Online Library
Faulting prediction is the core of concrete pavement maintenance and design. Highway
agencies are always faced with the problem of lower accuracy for the prediction which …

Probabilistic analysis of pavement distress ratings with the clusterwise regression method

Z Luo, H Yin - Transportation Research Record, 2008 - journals.sagepub.com
A mixture clusterwise regression method is proposed to analyze pavement distress ratings
and predict the future performance of pavements. Rather than using a single equation as the …

[HTML][HTML] Long term performance of existing asphalt concrete pavement sections

SM Sargand, CA Vega-Posada… - Revista Facultad de …, 2013 - scielo.org.co
Highway pavements are designed to withstand the projected traffic loads while providing a
high quality level of service. The large loads that pavements experience during the design …

Forensic investigation of flexible pavements in Ohio

J Qin, S Sargand, W Edwards - International Journal of …, 2013 - inderscienceonline.com
This paper presents the results of a forensic investigation initiated by the Ohio Department of
Transportation in 2006 to determine the reasons for differences in performance of flexible …

[HTML][HTML] Long term performance of existing portland cement concrete pavement sections-case study

SM Sargand, CA Vega-Posada… - Dyna, 2014 - scielo.org.co
This paper presents the performance of seventeen rigid pavements made of Portland
Cement Concrete (PCC) located in the State of Ohio, USA. The Falling Weight Deflectometer …