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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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. |
format | Online Article Text |
id | pubmed-9002672 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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