[HTML][HTML] Automating the retrospective generation of As-is BIM models using machine learning
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 …
is difficult and time-consuming. Machine learning and deep learning techniques have …
Automated geometric digital twinning of bridges from segmented point clouds by parametric prototype models
Abstract Digital Twins (DTs) provide a promising solution for the maintenance and operation
of bridges, thanks to their ability to mirror physical/structural conditions. A bridge DT …
of bridges, thanks to their ability to mirror physical/structural conditions. A bridge DT …
Hierarchical SVM for Semantic Segmentation of 3D Point Clouds for Infrastructure Scenes
M Mansour, J Martens, J Blankenbach - Infrastructures, 2024 - mdpi.com
The incorporation of building information modeling (BIM) has brought about significant
advancements in civil engineering, enhancing efficiency and sustainability across project life …
advancements in civil engineering, enhancing efficiency and sustainability across project life …
[HTML][HTML] Semi-automated creation of IFC bridge models from point clouds for maintenance applications
Y Schatz, B Domer - Frontiers in Built Environment, 2024 - frontiersin.org
Bridge maintenance activities benefit from digital models, provided in the interoperable IFC
format. Such a model, enriched with up-to-date information, is an enabler for a wide range of …
format. Such a model, enriched with up-to-date information, is an enabler for a wide range of …
[HTML][HTML] Uncertainty-aware point cloud segmentation for infrastructure projects using Bayesian deep learning
H Vassilev, M Laska, J Blankenbach - Automation in Construction, 2024 - Elsevier
Reliable traffic infrastructure is a key factor for any country's economy. However, aging
bridges often require renovation or reconstruction. Promising approaches for enhancing …
bridges often require renovation or reconstruction. Promising approaches for enhancing …
The applicability of advanced technologies from the traditional industry to mitigate ergonomic problems in maintenance activities in the mining industry
AA Santos, LP Reis, JM Fernandes - Journal of Quality in …, 2023 - emerald.com
Purpose Many advanced technologies applied to maintenance are aimed at data analysis
and not directly at the execution of activities. Considering the lack of studies that analyze the …
and not directly at the execution of activities. Considering the lack of studies that analyze the …
Digital twins for engineering structures—An Industry 4.0 perspective
The term “digital twin” is becoming increasingly prevalent in both research and politics with
regard to infrastructure structures. Industry is making significant advancements in the fields …
regard to infrastructure structures. Industry is making significant advancements in the fields …
Heuristic optimization for digital twin modeling of existing bridges from point cloud data by parametric prototype models
MS Mafipour, S Vilgertshofer… - Computing in Civil …, 2023 - ascelibrary.org
Digital twins (DTs) can support the operation and maintenance process of bridges by
providing a digital model representing the actual asset in reality. The underlying semantic …
providing a digital model representing the actual asset in reality. The underlying semantic …
Long living human-machine systems in construction and production enabled by digital twins: Exploring applications, challenges, and pathways to sustainability
In the industrial sector, products evolve significantly over their operational life. A key
challenge has been maintaining precise, relevant engineering data. This paper explores the …
challenge has been maintaining precise, relevant engineering data. This paper explores the …
From Purpose to Technology: A Requirements-Driven Approach to Designing Digital Twin Implementations
The digital twin (DT) paradigm promises to take permanent, bidirectional data exchange
between the physical asset and its digital representation into account at its core …
between the physical asset and its digital representation into account at its core …