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The Concept of Creating Digital Twins of Bridges Using Load Tests
The paper sheds light on the process of creating and validating the digital twin of bridges, emphasizing the crucial role of load testing, BIM models, and FEM models. At first, the paper presents a comprehensive definition of the digital twin concept, outlining its core principles and features. Then...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10489828/ https://www.ncbi.nlm.nih.gov/pubmed/37687807 http://dx.doi.org/10.3390/s23177349 |
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author | Jasiński, Marcin Łaziński, Piotr Piotrowski, Dawid |
author_facet | Jasiński, Marcin Łaziński, Piotr Piotrowski, Dawid |
author_sort | Jasiński, Marcin |
collection | PubMed |
description | The paper sheds light on the process of creating and validating the digital twin of bridges, emphasizing the crucial role of load testing, BIM models, and FEM models. At first, the paper presents a comprehensive definition of the digital twin concept, outlining its core principles and features. Then, the framework for implementing the digital twin concept in bridge facilities is discussed, highlighting its potential applications and benefits. One of the crucial components highlighted is the role of load testing in the validation and updating of the FEM model for further use in the digital twin framework. Load testing is emphasized as a key step in ensuring the accuracy and reliability of the digital twin, as it allows the validation and refinement of its models. To illustrate the practical application and issues during tuning and validating the FEM model, the paper provides an example of a real bridge. It shows how a BIM model is utilized to generate a computational FEM model. The results of the load tests carried out on the bridge are discussed, demonstrating the importance of the data obtained from these tests in calibrating the FEM model, which forms a critical part of the digital twin framework. |
format | Online Article Text |
id | pubmed-10489828 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-104898282023-09-09 The Concept of Creating Digital Twins of Bridges Using Load Tests Jasiński, Marcin Łaziński, Piotr Piotrowski, Dawid Sensors (Basel) Article The paper sheds light on the process of creating and validating the digital twin of bridges, emphasizing the crucial role of load testing, BIM models, and FEM models. At first, the paper presents a comprehensive definition of the digital twin concept, outlining its core principles and features. Then, the framework for implementing the digital twin concept in bridge facilities is discussed, highlighting its potential applications and benefits. One of the crucial components highlighted is the role of load testing in the validation and updating of the FEM model for further use in the digital twin framework. Load testing is emphasized as a key step in ensuring the accuracy and reliability of the digital twin, as it allows the validation and refinement of its models. To illustrate the practical application and issues during tuning and validating the FEM model, the paper provides an example of a real bridge. It shows how a BIM model is utilized to generate a computational FEM model. The results of the load tests carried out on the bridge are discussed, demonstrating the importance of the data obtained from these tests in calibrating the FEM model, which forms a critical part of the digital twin framework. MDPI 2023-08-23 /pmc/articles/PMC10489828/ /pubmed/37687807 http://dx.doi.org/10.3390/s23177349 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Jasiński, Marcin Łaziński, Piotr Piotrowski, Dawid The Concept of Creating Digital Twins of Bridges Using Load Tests |
title | The Concept of Creating Digital Twins of Bridges Using Load Tests |
title_full | The Concept of Creating Digital Twins of Bridges Using Load Tests |
title_fullStr | The Concept of Creating Digital Twins of Bridges Using Load Tests |
title_full_unstemmed | The Concept of Creating Digital Twins of Bridges Using Load Tests |
title_short | The Concept of Creating Digital Twins of Bridges Using Load Tests |
title_sort | concept of creating digital twins of bridges using load tests |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10489828/ https://www.ncbi.nlm.nih.gov/pubmed/37687807 http://dx.doi.org/10.3390/s23177349 |
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