Integration of smart pavement data with decision support systems: A systematic review

M Amândio, M Parente, J Neves, P Fonseca - Buildings, 2021 - mdpi.com
Nowadays, pavement management systems (PMS) are mainly based on monitoring
processes that have been established for a long time, and strongly depend on acquired …

Optical fiber sensor based in-field structural performance monitoring of multilayered asphalt pavement

H Wang, P **ang, L Jiang - Journal of Lightwave Technology, 2018 - opg.optica.org
The durability, robustness, and long-term stability of optical-fiber-based sensors applied to
practical engineering have always been challenging problems. Refer to the sensors …

Probabilistic rutting model using NGBoost and SHAP: Incorporating other performance indicators

Z Zhou, J Cao, X Shi, W Zhang, W Huang - Construction and Building …, 2024 - Elsevier
This study focuses on accurately predicting rutting depth (RD) through a probabilistic
prediction model, which is crucial for timely road maintenance and traffic safety. Natural …

Performance deterioration of sbs-modified asphalt mix: Impact of elevated storage temperature and sbs concentration of modified binder

SKS Islam, SK Singh, GDR RN… - Journal of Materials in …, 2022 - ascelibrary.org
This study elucidates the important role of styrene-butadiene-styrene (SBS) concentration
and storage temperature on the extent of property deterioration in SBS-MBs and their …

Effect of thermal variances on flexible pavements

MT Tiza, K Jırgba, HA Sanı, T Sesugh - Journal of Sustainable …, 2022 - dergipark.org.tr
This article presents recent findings on the effect of thermal variances on pavements. The
study presents findings from different researchers and groups across the globe. The study …

Optical fiber sensing technology for full-scale condition monitoring of pavement layers

HP Wang, P **ang, LZ Jiang - Road Materials and Pavement …, 2020 - Taylor & Francis
Because of the rapidly increased traffic weight and severe service environment (ie
temperature and humidity) in recent years, a great number of newly paved pavement …

Fine-grained pavement performance prediction based on causal-temporal graph convolution networks

W Cai, A Song, Y Du, C Liu, D Wu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Pavement performance prediction is the foundation of maintenance decisions, which is the
key problem of infrastructure management. Most prediction methods focus on section-based …

Complex network approach for the evaluation of asphalt pavement design and construction: A longitudinal study

H Liu, J Cao, W Huang, X Shi, X Wang - Science China Information …, 2022 - Springer
The assessment of asphalt pavement structures with diversified designs and constructions
has been a critical challenge due to the practical limitations in testing and methodology …

MASAI: sustainable, automated and intelligent asphalt materials. The way to the next generation of asphalt pavements

F Moreno-Navarro… - Road Materials and …, 2023 - Taylor & Francis
Despite the efforts made during decades, pavement construction still uses essentially the
same traditional model as that employed one hundred years ago. This makes road …

Monitoring data motivated health condition assessment of cement concrete pavements in field based on FBG sensing technology

HP Wang, YB Wu, C Zhang… - Structural Health …, 2024 - journals.sagepub.com
Health condition of cement concrete pavements in field is difficult to characterize due to the
random action of traffic loads and environmental variations. It is also difficult to accurately get …