Digital twin framework for built environment: a review of key enablers

G Piras, S Agostinelli, F Muzi - Energies, 2024 - mdpi.com
The emergence of Digital Twin (DT) technology presents unique opportunities for society by
facilitating real-time data transfer from the physical environment to its digital counterpart …

[HTML][HTML] Deriving digital twin models of existing bridges from point cloud data using parametric models and metaheuristic algorithms

MS Mafipour, S Vilgertshofer… - Proc., EG-ICE 2021 …, 2021 - books.google.com
In building information modeling (BIM), a digital twin (DT) is a model that represents the
current status of an existing structure; thus, facilitating the operation and management …

TwinGen: Advanced technologies to automatically generate digital twins for operation and maintenance of existing bridges

S Vilgertshofer, MS Mafipour, A Borrmann… - ECPPM 2022-eWork …, 2023 - taylorfrancis.com
The high effort of operating and maintaining existing infrastructure facilities resulted in a
large stock of structurally deficient bridges in most industrialized countries. Today, the …

[PDF][PDF] Digitalization of 2D bridge drawings using deep learning models

MS Mafipour, D Ahmed, S Vilgertshofer… - Proc. of the 30th Int …, 2023 - mediatum.ub.tum.de
Technical drawings are a resource to create the geometric digital twin (DT) of existing
bridges. A bridge DT demonstrates the current geometric-semantic information of the …

Digital twinning of bridges from point cloud data by deep learning and parametric models

MS Mafipour, S Vilgertshofer… - ECPPM 2022-eWork and …, 2023 - taylorfrancis.com
The Digital Twin (DT) of a bridge is a geometric-semantic model that supports and facilitates
the operation and maintenance process of the structure. For existing structures, the …

[PDF][PDF] Creating digital twins of existing bridges through AI-based methods

MS Mafipour, S Vilgertshofer… - Proc. of the IABSE …, 2022 - mediatum.ub.tum.de
Bridges require regular inspection and maintenance during their service life, which is costly
and time-consuming. Digital twins (DT), which incorporate a geometric-semantic model of an …

[PDF][PDF] Semantic Segmentation of Real and Synthetic Point Cloud Data for Digital Twinning of Bridges

MS Mafipour, C Alici, S Shakeel… - Proceedings of 33 …, 2022 - mediatum.ub.tum.de
Digital twins (DT) can decrease the maintenance costs of bridges through a 3D
geometricsemantic model representing the current status of the structure. The 3D model of a …