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Acoustic Emission Source Location Using Finite Element Generated Delta-T Mapping

One of the most significant benefits of Acoustic Emission (AE) testing over other Non-Destructive Evaluation (NDE) techniques lies in its damage location capability over a wide area. The delta-T mapping technique developed by researchers has been shown to enable AE source location to a high level of...

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Autores principales: Yang, Han, Wang, Bin, Grigg, Stephen, Zhu, Ling, Liu, Dandan, Marks, Ryan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9002672/
https://www.ncbi.nlm.nih.gov/pubmed/35408107
http://dx.doi.org/10.3390/s22072493
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author Yang, Han
Wang, Bin
Grigg, Stephen
Zhu, Ling
Liu, Dandan
Marks, Ryan
author_facet Yang, Han
Wang, Bin
Grigg, Stephen
Zhu, Ling
Liu, Dandan
Marks, Ryan
author_sort Yang, Han
collection PubMed
description One of the most significant benefits of Acoustic Emission (AE) testing over other Non-Destructive Evaluation (NDE) techniques lies in its damage location capability over a wide area. The delta-T mapping technique developed by researchers has been shown to enable AE source location to a high level of accuracy in complex structures. However, the time-consuming and laborious data training process of the delta-T mapping technique has prevented this technique from large-scale application on large complex structures. In order to solve this problem, a Finite Element (FE) method was applied to model training data for localization of experimental AE events on a complex plate. Firstly, the FE model was validated through demonstrating consistency between simulated data and the experimental data in the study of Hsu-Nielsen (H-N) sources on a simple plate. Then, the FE model with the same parameters was applied to a planar location problem on a complex plate. It has been demonstrated that FE generated delta-T mapping data can achieve a reasonable degree of source location accuracy with an average error of 3.88 mm whilst decreasing the time and effort required for manually collecting and processing the training data.
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spelling pubmed-90026722022-04-13 Acoustic Emission Source Location Using Finite Element Generated Delta-T Mapping Yang, Han Wang, Bin Grigg, Stephen Zhu, Ling Liu, Dandan Marks, Ryan Sensors (Basel) Article One of the most significant benefits of Acoustic Emission (AE) testing over other Non-Destructive Evaluation (NDE) techniques lies in its damage location capability over a wide area. The delta-T mapping technique developed by researchers has been shown to enable AE source location to a high level of accuracy in complex structures. However, the time-consuming and laborious data training process of the delta-T mapping technique has prevented this technique from large-scale application on large complex structures. In order to solve this problem, a Finite Element (FE) method was applied to model training data for localization of experimental AE events on a complex plate. Firstly, the FE model was validated through demonstrating consistency between simulated data and the experimental data in the study of Hsu-Nielsen (H-N) sources on a simple plate. Then, the FE model with the same parameters was applied to a planar location problem on a complex plate. It has been demonstrated that FE generated delta-T mapping data can achieve a reasonable degree of source location accuracy with an average error of 3.88 mm whilst decreasing the time and effort required for manually collecting and processing the training data. MDPI 2022-03-24 /pmc/articles/PMC9002672/ /pubmed/35408107 http://dx.doi.org/10.3390/s22072493 Text en © 2022 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
Yang, Han
Wang, Bin
Grigg, Stephen
Zhu, Ling
Liu, Dandan
Marks, Ryan
Acoustic Emission Source Location Using Finite Element Generated Delta-T Mapping
title Acoustic Emission Source Location Using Finite Element Generated Delta-T Mapping
title_full Acoustic Emission Source Location Using Finite Element Generated Delta-T Mapping
title_fullStr Acoustic Emission Source Location Using Finite Element Generated Delta-T Mapping
title_full_unstemmed Acoustic Emission Source Location Using Finite Element Generated Delta-T Mapping
title_short Acoustic Emission Source Location Using Finite Element Generated Delta-T Mapping
title_sort acoustic emission source location using finite element generated delta-t mapping
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9002672/
https://www.ncbi.nlm.nih.gov/pubmed/35408107
http://dx.doi.org/10.3390/s22072493
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