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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...

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Detalles Bibliográficos
Autores principales: Jasiński, Marcin, Łaziński, Piotr, Piotrowski, Dawid
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
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.
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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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