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Automation of structural health monitoring (SHM) system of a bridge using BIMification approach and BIM-based finite element model development

This research focuses on the automation of an existing structural health monitoring system of a bridge using the BIMification approach. This process starts with the Finite Element Analysis (FEA) of an existing bridge for the numerical calculations of static and dynamic parameters. The validation of...

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Autores principales: Fawad, Muhammad, Salamak, Marek, Poprawa, Grzegorz, Koris, Kalman, Jasinski, Marcin, Lazinski, Piotr, Piotrowski, Dawid, Hasnain, Muhammad, Gerges, Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10425342/
https://www.ncbi.nlm.nih.gov/pubmed/37580350
http://dx.doi.org/10.1038/s41598-023-40355-7
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author Fawad, Muhammad
Salamak, Marek
Poprawa, Grzegorz
Koris, Kalman
Jasinski, Marcin
Lazinski, Piotr
Piotrowski, Dawid
Hasnain, Muhammad
Gerges, Michael
author_facet Fawad, Muhammad
Salamak, Marek
Poprawa, Grzegorz
Koris, Kalman
Jasinski, Marcin
Lazinski, Piotr
Piotrowski, Dawid
Hasnain, Muhammad
Gerges, Michael
author_sort Fawad, Muhammad
collection PubMed
description This research focuses on the automation of an existing structural health monitoring system of a bridge using the BIMification approach. This process starts with the Finite Element Analysis (FEA) of an existing bridge for the numerical calculations of static and dynamic parameters. The validation of the FE model and existing SHM system was carried out by the field load testing (Static and dynamic) of the bridge. Further, this study tries to fill the research gap in the area of automatic FE model generation by using a novel methodology that can generate a BIM-based FE model using Visual Programming Language (VPL) scripts. This script can be exported to any FE software to develop the geometry of the FE model. Moreover, the SHM devices are deployed to the Building Information modelling (BIM) model of the bridge to generate the BIM-based sensory model (as per the existing SHM system). In this way, the BIM model is used to manage and monitor the SHM system and control its sensory elements. These sensors are then linked with the self-generated (Internet of Things) IoT platform (coded in Arduino), developing a smart SHM system of the bridge. Resultantly, the system features visualisation and remote accessibility to bridge health monitoring data.
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spelling pubmed-104253422023-08-16 Automation of structural health monitoring (SHM) system of a bridge using BIMification approach and BIM-based finite element model development Fawad, Muhammad Salamak, Marek Poprawa, Grzegorz Koris, Kalman Jasinski, Marcin Lazinski, Piotr Piotrowski, Dawid Hasnain, Muhammad Gerges, Michael Sci Rep Article This research focuses on the automation of an existing structural health monitoring system of a bridge using the BIMification approach. This process starts with the Finite Element Analysis (FEA) of an existing bridge for the numerical calculations of static and dynamic parameters. The validation of the FE model and existing SHM system was carried out by the field load testing (Static and dynamic) of the bridge. Further, this study tries to fill the research gap in the area of automatic FE model generation by using a novel methodology that can generate a BIM-based FE model using Visual Programming Language (VPL) scripts. This script can be exported to any FE software to develop the geometry of the FE model. Moreover, the SHM devices are deployed to the Building Information modelling (BIM) model of the bridge to generate the BIM-based sensory model (as per the existing SHM system). In this way, the BIM model is used to manage and monitor the SHM system and control its sensory elements. These sensors are then linked with the self-generated (Internet of Things) IoT platform (coded in Arduino), developing a smart SHM system of the bridge. Resultantly, the system features visualisation and remote accessibility to bridge health monitoring data. Nature Publishing Group UK 2023-08-14 /pmc/articles/PMC10425342/ /pubmed/37580350 http://dx.doi.org/10.1038/s41598-023-40355-7 Text en © The Author(s) 2023, corrected publication 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Fawad, Muhammad
Salamak, Marek
Poprawa, Grzegorz
Koris, Kalman
Jasinski, Marcin
Lazinski, Piotr
Piotrowski, Dawid
Hasnain, Muhammad
Gerges, Michael
Automation of structural health monitoring (SHM) system of a bridge using BIMification approach and BIM-based finite element model development
title Automation of structural health monitoring (SHM) system of a bridge using BIMification approach and BIM-based finite element model development
title_full Automation of structural health monitoring (SHM) system of a bridge using BIMification approach and BIM-based finite element model development
title_fullStr Automation of structural health monitoring (SHM) system of a bridge using BIMification approach and BIM-based finite element model development
title_full_unstemmed Automation of structural health monitoring (SHM) system of a bridge using BIMification approach and BIM-based finite element model development
title_short Automation of structural health monitoring (SHM) system of a bridge using BIMification approach and BIM-based finite element model development
title_sort automation of structural health monitoring (shm) system of a bridge using bimification approach and bim-based finite element model development
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10425342/
https://www.ncbi.nlm.nih.gov/pubmed/37580350
http://dx.doi.org/10.1038/s41598-023-40355-7
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