Improvement of lightweight convolutional neural network model based on YOLO algorithm and its research in pavement defect detection

FJ Du, SJ Jiao - Sensors, 2022 - mdpi.com
To ensure the safe operation of highway traffic lines, given the imperfect feature extraction of
existing road pit defect detection models and the practicability of detection equipment, this …

Data-driven platform framework for digital whole-process expressway construction management

SY Chen, JX Zhang, QC Ni, M Skitmore… - Frontiers in …, 2022 - frontiersin.org
To increase the speed and efficiency of expressways construction, information management
is being gradually introduced into the construction process. However, progress is limited due …

Prediction model of the coring asphalt pavement performance through response surface methodology

E Shaffie, RP Jaya, J Ahmad, AK Arshad… - … in Materials Science …, 2022 - Wiley Online Library
Pavement evaluations provide crucial information regarding the performance and service
life of asphalt concrete (HMA). They examine the structure of an existing pavement before …

Dynamic quality monitoring system to assess the quality of asphalt concrete pavement

Z Ma, J Zhang, SP Philbin, H Li, J Yang, Y Feng… - Buildings, 2021 - mdpi.com
With the rapid development of new technologies, such as big data, the Internet of Things
(IoT) and intelligent sensing, the traditional asphalt pavement construction quality evaluation …

Dynamic response of asphalt pavement under vibration rolling load: theory and calibration

SP Wang, HC Dan, L Li, X Liu, Z Zhang - Soil Dynamics and Earthquake …, 2021 - Elsevier
Vibrating compaction is a critical procedure to guarantee the quality of asphalt pavement,
and the dynamic response of asphalt pavement is a complicate problem in the process of …

Research on feature extraction of meteorological disaster emergency response capability based on an RNN Autoencoder

J Tang, R Yang, Q Dai, G Yuan, Y Mao - Applied Sciences, 2023 - mdpi.com
Climate change has increased the frequency of various types of meteorological disasters in
recent years. Finding the primary factors that limit the emergency response capability of …

Research on YOLOv5s Improved Algorithm for Pavement Crack Detection in Complex Environments

X Wu, T Ma, Q Zhao, L Zhu, C He - IEEE Access, 2024 - ieeexplore.ieee.org
Aiming to solve the problem of pavement crack detection in complex road environments, an
improved algorithm based on YOLOv5s is proposed. First, the CBAM (Convolutional Block …

Construction Quality Evaluation of Large-Scale Concrete Canal Lining Based on Statistical Analysis, FAHM, and Cloud Model

Q Li, L Guo, H Zhou - Sustainability, 2022 - mdpi.com
As an important component of water conservancy infrastructure, canals help improve the
uneven distribution of regional water resources. However, in their construction and …

Quality of construction works at the design phase

TMD Do, TQK Lam - … Scientific Conference on Energy, Environmental and …, 2019 - Springer
The quality of a construction work is decided mainly in the construction and completion
phase of the works. However, in order to serve the best for the construction phase, the …

The effect of polybutadiene rubber (PBR) on chemical and rheological properties of the binder including RAP

A Mansourkhaki, M Ameri, M Habibpour… - … and Building Materials, 2020 - Elsevier
This research investigates the effect of polybutadiene rubber (PBR) on chemical and
rheological properties of asphalt binder with 15, 30 and 50% RAP content. SARA-separation …