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Performance Assessment for a Guided Wave-Based SHM System Applied to a Stiffened Composite Structure

To assess the ability of structural health monitoring (SHM) systems, a variety of prerequisites and contributing factors have to be taken into account. Within this publication, this variety is analyzed for actively introduced guided wave-based SHM systems. For these systems, it is not possible to an...

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Autores principales: Mueller, Inka, Memmolo, Vittorio, Tschöke, Kilian, Moix-Bonet, Maria, Möllenhoff, Kathrin, Golub, Mikhail, Venkat, Ramanan Sridaran, Lugovtsova, Yevgeniya, Eremin, Artem, Moll, Jochen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9571351/
https://www.ncbi.nlm.nih.gov/pubmed/36236630
http://dx.doi.org/10.3390/s22197529
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author Mueller, Inka
Memmolo, Vittorio
Tschöke, Kilian
Moix-Bonet, Maria
Möllenhoff, Kathrin
Golub, Mikhail
Venkat, Ramanan Sridaran
Lugovtsova, Yevgeniya
Eremin, Artem
Moll, Jochen
author_facet Mueller, Inka
Memmolo, Vittorio
Tschöke, Kilian
Moix-Bonet, Maria
Möllenhoff, Kathrin
Golub, Mikhail
Venkat, Ramanan Sridaran
Lugovtsova, Yevgeniya
Eremin, Artem
Moll, Jochen
author_sort Mueller, Inka
collection PubMed
description To assess the ability of structural health monitoring (SHM) systems, a variety of prerequisites and contributing factors have to be taken into account. Within this publication, this variety is analyzed for actively introduced guided wave-based SHM systems. For these systems, it is not possible to analyze their performance without taking into account their structure and their applied system parameters. Therefore, interdependencies of performance assessment are displayed in an SHM pyramid based on the structure and its monitoring requirements. Factors influencing the quality, capability and reliability of the monitoring system are given and put into relation with state-of-the-art performance analysis in a non-destructive evaluation. While some aspects are similar and can be treated in similar ways, others, such as location, environmental condition and structural dependency, demand novel solutions. Using an open-access data set from the Open Guided Waves platform, a detailed method description and analysis of path-based performance assessment is presented.The adopted approach clearly begs the question about the decision framework, as the threshold affects the reliability of the system. In addition, the findings show the effect of the propagation path according to the damage position. Indeed, the distance of damage directly affects the system performance. Otherwise, the propagation direction does not alter the potentiality of the detection approach despite the anisotropy of composites. Nonetheless, the finite waveguide makes it necessary to look at the whole paths, as singular phenomena associated with the reflections may appear. Numerical investigation helps to clarify the centrality of wave mechanics and the necessity to take sensor position into account as an influencing factor. Starting from the findings achieved, all the issues are discussed, and potential future steps are outlined.
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spelling pubmed-95713512022-10-17 Performance Assessment for a Guided Wave-Based SHM System Applied to a Stiffened Composite Structure Mueller, Inka Memmolo, Vittorio Tschöke, Kilian Moix-Bonet, Maria Möllenhoff, Kathrin Golub, Mikhail Venkat, Ramanan Sridaran Lugovtsova, Yevgeniya Eremin, Artem Moll, Jochen Sensors (Basel) Article To assess the ability of structural health monitoring (SHM) systems, a variety of prerequisites and contributing factors have to be taken into account. Within this publication, this variety is analyzed for actively introduced guided wave-based SHM systems. For these systems, it is not possible to analyze their performance without taking into account their structure and their applied system parameters. Therefore, interdependencies of performance assessment are displayed in an SHM pyramid based on the structure and its monitoring requirements. Factors influencing the quality, capability and reliability of the monitoring system are given and put into relation with state-of-the-art performance analysis in a non-destructive evaluation. While some aspects are similar and can be treated in similar ways, others, such as location, environmental condition and structural dependency, demand novel solutions. Using an open-access data set from the Open Guided Waves platform, a detailed method description and analysis of path-based performance assessment is presented.The adopted approach clearly begs the question about the decision framework, as the threshold affects the reliability of the system. In addition, the findings show the effect of the propagation path according to the damage position. Indeed, the distance of damage directly affects the system performance. Otherwise, the propagation direction does not alter the potentiality of the detection approach despite the anisotropy of composites. Nonetheless, the finite waveguide makes it necessary to look at the whole paths, as singular phenomena associated with the reflections may appear. Numerical investigation helps to clarify the centrality of wave mechanics and the necessity to take sensor position into account as an influencing factor. Starting from the findings achieved, all the issues are discussed, and potential future steps are outlined. MDPI 2022-10-04 /pmc/articles/PMC9571351/ /pubmed/36236630 http://dx.doi.org/10.3390/s22197529 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
Mueller, Inka
Memmolo, Vittorio
Tschöke, Kilian
Moix-Bonet, Maria
Möllenhoff, Kathrin
Golub, Mikhail
Venkat, Ramanan Sridaran
Lugovtsova, Yevgeniya
Eremin, Artem
Moll, Jochen
Performance Assessment for a Guided Wave-Based SHM System Applied to a Stiffened Composite Structure
title Performance Assessment for a Guided Wave-Based SHM System Applied to a Stiffened Composite Structure
title_full Performance Assessment for a Guided Wave-Based SHM System Applied to a Stiffened Composite Structure
title_fullStr Performance Assessment for a Guided Wave-Based SHM System Applied to a Stiffened Composite Structure
title_full_unstemmed Performance Assessment for a Guided Wave-Based SHM System Applied to a Stiffened Composite Structure
title_short Performance Assessment for a Guided Wave-Based SHM System Applied to a Stiffened Composite Structure
title_sort performance assessment for a guided wave-based shm system applied to a stiffened composite structure
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9571351/
https://www.ncbi.nlm.nih.gov/pubmed/36236630
http://dx.doi.org/10.3390/s22197529
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