Artificial intelligence in structural health management of existing bridges

VM Di Mucci, A Cardellicchio, S Ruggieri… - Automation in …, 2024 - Elsevier
The paper presents a systematic review about the use of artificial intelligence (AI) in the field
of structural health management of existing bridges. Using the PRISMA protocol, 81 journal …

A decade of modern bridge monitoring using terrestrial laser scanning: Review and future directions

M Rashidi, M Mohammadi, S Sadeghlou Kivi… - Remote Sensing, 2020 - mdpi.com
Over the last decade, particular interest in using state-of-the-art emerging technologies for
inspection, assessment, and management of civil infrastructures has remarkably increased …

Point cloud and machine learning-based automated recognition and measurement of corrugated pipes and rebars for large precast concrete beams

J Shu, X Zhang, W Li, Z Zeng, H Zhang… - Automation in …, 2024 - Elsevier
It is important for quality inspection to quickly identify the correctness of the installation
position of corrugated pipes and rebars on construction site. A point clouds and machine …

Review of artificial intelligence-based bridge damage detection

Y Zhang, KV Yuen - Advances in Mechanical Engineering, 2022 - journals.sagepub.com
Bridges are often located in harsh environments and are thus extremely susceptible to
damage. If the initial damage is not detected in time, it can develop further causing safety …

Automated semantic segmentation of bridge point cloud based on local descriptor and machine learning

T **a, J Yang, L Chen - Automation in Construction, 2022 - Elsevier
In recent years, monitoring the health condition of existing bridges has become a common
requirement. By providing an information management system, Bridge Information Model …

Digital twin technology for bridge maintenance using 3d laser scanning: A review

HH Hosamo, MH Hosamo - Advances in Civil Engineering, 2022 - Wiley Online Library
There has been a significant surge in the interest in adopting cutting‐edge new technologies
in the civil engineering industry in recent times that monitor the Internet of Things (IoT) data …

[HTML][HTML] Semantic segmentation of bridge components based on hierarchical point cloud model

JS Lee, J Park, YM Ryu - Automation in Construction, 2021 - Elsevier
Geometric information such as the volumetric dimensions and type of a bridge can be
retrieved by means of a terrestrial laser scanner, and the point cloud (PC) data thus obtained …

[HTML][HTML] Automating the retrospective generation of As-is BIM models using machine learning

P Schönfelder, A Aziz, B Faltin, M König - Automation in Construction, 2023 - Elsevier
The manual creation of digital models of existing buildings for operations and maintenance
is difficult and time-consuming. Machine learning and deep learning techniques have …

Automated semantic segmentation of bridge components from large-scale point clouds using a weighted superpoint graph

X Yang, E del Rey Castillo, Y Zou… - Automation in …, 2022 - Elsevier
Deep learning techniques have the potential to provide versatile solutions for automated
semantic segmentation of bridge point clouds, but previous studies were limited to small …