[HTML][HTML] Integrating sustainability into pavement maintenance effectiveness evaluation: A systematic review

Z Liu, R Balieu, N Kringos - Transportation Research Part D: Transport and …, 2022 - Elsevier
Based on the publications from two databases during 1998–2020, this paper presents a
systematic literature review on pavement maintenance effectiveness evaluation to …

Use of random forests regression for predicting IRI of asphalt pavements

H Gong, Y Sun, X Shu, B Huang - Construction and Building Materials, 2018 - Elsevier
Random forest is a powerful machine learning algorithm with demonstrated success. In this
study, the authors developed a random forests regression (RFR) model to estimate the …

Multi-objective optimization for asphalt pavement maintenance plans at project level: Integrating performance, cost and environment

B Yu, X Gu, F Ni, R Guo - Transportation Research Part D: Transport and …, 2015 - Elsevier
Traditionally, asphalt pavement maintenance mainly considers pavement performance and
cost and largely ignores the environment while substantial amount of environmental …

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 …

Preventive maintenance treatments of flexible pavements: A synthesis of highway practice

E Cuelho, RL Mokwa, M Akin - 2006 - rosap.ntl.bts.gov
An extensive literature review was conducted to synthesize past and ongoing research
related to highway pavement maintenance and preservation techniques. The literature …

Pavement performance measures and forecasting and the effects of maintenance and rehabilitation strategy on treatment effectiveness

GY Baladi, M Prohaska, K Thomas, T Dawson… - 2017 - rosap.ntl.bts.gov
This is a revised version of the following report: Pavement Performance Measures and
Forecasting and the Effects of Maintenance and Rehabilitation Strategy on Treatment …

Estimating optimum timing for preventive maintenance treatment to mitigate pavement roughness

SW Haider, MB Dwaikat - Transportation research record, 2011 - journals.sagepub.com
The evaluation of pavement preservation interventions is the most important component of a
pavement management system. A rational methodology is needed to evaluate pavement …

Optimal thresholds for pavement preventive maintenance treatments using LTPP data

X Chen, H Zhu, Q Dong, B Huang - Journal of Transportation …, 2017 - ascelibrary.org
One obstacle to the optimal time for pavement maintenance treatments based on the
expected performance or cost-effectiveness is the lack of posttreatment performance models …

Performance evaluation of crumb rubber-modified asphalt mixtures based on laboratory and field investigations

M Irfan, Y Ali, S Ahmed, I Hafeez - Arabian Journal for Science and …, 2018 - Springer
Research studies often propose additives to improve the mechanical properties that extend
pavement service life by reducing the rate of permanent deformation of conventional asphalt …

Effectiveness analyses of flexible pavement preventive maintenance treatments with LTPP SPS-3 experiment data

H Gong, Q Dong, B Huang, X Jia - Journal of Transportation …, 2016 - ascelibrary.org
The present study analyzes the effectiveness of preventive maintenance (PM) treatments of
flexible pavements utilizing data obtained from the specific pavement study 3 (SPS-3) of the …