Cargando…

Low Velocity Impact Localization of Variable Thickness Composite Laminates

Variable thickness composite laminates (VTCL) are susceptible to impact during use and may result in irreparable internal damage. In order to locate the internal impact damage of complex composite structures and monitor the impact signals of VTCL at the same time, a low velocity impact (LVI) monitor...

Descripción completa

Detalles Bibliográficos
Autores principales: Lu, Guan, Zhou, Yuchen, Xu, Yiming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8473177/
https://www.ncbi.nlm.nih.gov/pubmed/34577310
http://dx.doi.org/10.3390/s21186103
_version_ 1784574924202967040
author Lu, Guan
Zhou, Yuchen
Xu, Yiming
author_facet Lu, Guan
Zhou, Yuchen
Xu, Yiming
author_sort Lu, Guan
collection PubMed
description Variable thickness composite laminates (VTCL) are susceptible to impact during use and may result in irreparable internal damage. In order to locate the internal impact damage of complex composite structures and monitor the impact signals of VTCL at the same time, a low velocity impact (LVI) monitoring system based on an optical fiber sensing network was constructed. Fiber Bragg grating (FBG) sensors are suitable for monitoring strain characteristics. By arranging FBG sensors on the laminate, we studied the spectrum analysis and localization of the impact signal collected by a FBG demodulator at constant temperature. The prior knowledge of variable thickness composite structures is difficult to obtain, and the multi-sensor dynamic monitoring is complex and difficult to realize. In order to locate the LVI of composite structures without prior knowledge, based on empirical mode decomposition (EMD), we proposed an impact localization method with zero-mean normalized cross-correlation (ZNCC) and thickness correction. The experimental results of LVI localization verification show that the ZNCC algorithm can effectively remove the temperature cross-sensitivity and impact energy influencing factors, and the thickness correction can reduce the interference of variable thickness characteristics on localization performance. The maximum localization error is 24.41 mm and the average error is 15.67 mm, which meets engineering application requirements. The method of variable-thickness normalization significantly improves impact localization performance for VTCL.
format Online
Article
Text
id pubmed-8473177
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-84731772021-09-28 Low Velocity Impact Localization of Variable Thickness Composite Laminates Lu, Guan Zhou, Yuchen Xu, Yiming Sensors (Basel) Article Variable thickness composite laminates (VTCL) are susceptible to impact during use and may result in irreparable internal damage. In order to locate the internal impact damage of complex composite structures and monitor the impact signals of VTCL at the same time, a low velocity impact (LVI) monitoring system based on an optical fiber sensing network was constructed. Fiber Bragg grating (FBG) sensors are suitable for monitoring strain characteristics. By arranging FBG sensors on the laminate, we studied the spectrum analysis and localization of the impact signal collected by a FBG demodulator at constant temperature. The prior knowledge of variable thickness composite structures is difficult to obtain, and the multi-sensor dynamic monitoring is complex and difficult to realize. In order to locate the LVI of composite structures without prior knowledge, based on empirical mode decomposition (EMD), we proposed an impact localization method with zero-mean normalized cross-correlation (ZNCC) and thickness correction. The experimental results of LVI localization verification show that the ZNCC algorithm can effectively remove the temperature cross-sensitivity and impact energy influencing factors, and the thickness correction can reduce the interference of variable thickness characteristics on localization performance. The maximum localization error is 24.41 mm and the average error is 15.67 mm, which meets engineering application requirements. The method of variable-thickness normalization significantly improves impact localization performance for VTCL. MDPI 2021-09-12 /pmc/articles/PMC8473177/ /pubmed/34577310 http://dx.doi.org/10.3390/s21186103 Text en © 2021 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
Lu, Guan
Zhou, Yuchen
Xu, Yiming
Low Velocity Impact Localization of Variable Thickness Composite Laminates
title Low Velocity Impact Localization of Variable Thickness Composite Laminates
title_full Low Velocity Impact Localization of Variable Thickness Composite Laminates
title_fullStr Low Velocity Impact Localization of Variable Thickness Composite Laminates
title_full_unstemmed Low Velocity Impact Localization of Variable Thickness Composite Laminates
title_short Low Velocity Impact Localization of Variable Thickness Composite Laminates
title_sort low velocity impact localization of variable thickness composite laminates
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8473177/
https://www.ncbi.nlm.nih.gov/pubmed/34577310
http://dx.doi.org/10.3390/s21186103
work_keys_str_mv AT luguan lowvelocityimpactlocalizationofvariablethicknesscompositelaminates
AT zhouyuchen lowvelocityimpactlocalizationofvariablethicknesscompositelaminates
AT xuyiming lowvelocityimpactlocalizationofvariablethicknesscompositelaminates