Applying association rules in the maintenance and reliability of physical systems: A review

RGN Paiva, CAV Cavalcante, P Do - Computers & Industrial Engineering, 2024 - Elsevier
This article begins by exploring the fundamental role of descriptive data mining in enhancing
maintenance and reliability across various physical systems. It then provides an in-depth …

Introducing the mineral powder to strengthen polyurethane grouting materials for crack repair of asphalt pavements

K **ong, J Zhang, Y He, J Li, M Zhang, R Li… - … and Building Materials, 2024 - Elsevier
Cracking in asphalt pavement may lead to structural distress while existing crack repair
materials have significant shortcomings in terms of cost and construction efficiency. This …

Refined evaluation methods for preventive maintenance of project-level asphalt pavement based on confusion-regression model

Y Li, Z Zou, J Zhang, Y He, G Huang, J Li - Construction and Building …, 2023 - Elsevier
Accurate evaluation of the performance of airport pavement can help managers make
scientific and systematic preventive maintenance (PM) decisions, ensuring pavement safety …

[HTML][HTML] Influence of performance-graded binders on enhancing asphalt mixture performance with epoxy resin and crumb rubber powder

SY Lee, YM Yun, THM Le - Case Studies in Construction Materials, 2023 - Elsevier
The evaluation of asphalt mixture fatigue performance holds increasing significance in the
context of asphalt concrete pavement and various polymer modifiers. This study focuses on …

Research on the propagation mechanisms and meso-mechanical responses of reflective cracking on the asphalt overlays on concrete airfield pavement by Fiber …

Y Liu, J **e, D Wei, K Li, J Xu - Measurement, 2024 - Elsevier
This study evaluated the propagation mechanisms and dynamic meso-mechanical
responses of reflective cracking on the asphalt overlays on concrete airfield pavement …

Strength characteristics of biomimetic carbonate precipitation (BCP) treated mortar under cyclic loading

Y Diao, J Bai, J Huang, P Li, C Yang - Journal of Building Engineering, 2023 - Elsevier
Abstract L-Aspartic acid (L-Asp) has the potential to mediate the crystal form of calcium
carbonate, and biomimetic carbonate precipitation (BCP) with L-Asp as the crystal modifier …

Investigation into the evolution of airport cement pavement distresses based on association rule mining

Y He, K **ong, Z Yang, J Zhang, Y Li, Q Hu, Y Li… - … and Building Materials, 2025 - Elsevier
This study endeavors to enhance the comprehension of damage mechanism in airport
cement pavements, analyzing patterns to pinpoint strategies that extend the service life of …

Optical responsive asphalt coating with temperature-sensitive TiO2 quantum dots: Formula and temperature adaptability

X Zhao, H Wang, T Ma, J Hu - Solar Energy, 2024 - Elsevier
The application of conventional asphalt contributes to extremely high pavement temperature
in hot season as its black color entails large solar absorption. In this study, optical …

A Three-Stage Decision-Making Method Based on Machine Learning for Preventive Maintenance of Airport Pavement

Y Li, Z Niu, Y He, Q Hu, J Zhang - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The goal of preventative maintenance (PM) decision-making on airport pavements is to
deploy the appropriate maintenance countermeasures at the correct time. This paper …

Intelligent detection of airport pavement subtle crack based on one-stage anchor-free deep neural network

B Yuan, S Tapkın, L Pei, E Tercan… - International Journal of …, 2024 - Taylor & Francis
To solve issues with low-detection accuracy and high-missed detection rate in subtle
pavement cracks, this research proposed an intelligent detection method based on a one …