Cargando…

A Novel Differential Time-of-Arrival Estimation Technique for Impact Localization on Carbon Fiber Laminate Sheets

Composite material structures are commonly used in many industrial sectors (aerospace, automotive, transportation), and can operate in harsh environments where impacts with other parts or debris may cause critical safety and functionality issues. This work presents a method for improving the accurac...

Descripción completa

Detalles Bibliográficos
Autores principales: Marino Merlo, Eugenio, Bulletti, Andrea, Giannelli, Pietro, Calzolai, Marco, Capineri, Lorenzo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5676669/
https://www.ncbi.nlm.nih.gov/pubmed/28972550
http://dx.doi.org/10.3390/s17102270
_version_ 1783277098608099328
author Marino Merlo, Eugenio
Bulletti, Andrea
Giannelli, Pietro
Calzolai, Marco
Capineri, Lorenzo
author_facet Marino Merlo, Eugenio
Bulletti, Andrea
Giannelli, Pietro
Calzolai, Marco
Capineri, Lorenzo
author_sort Marino Merlo, Eugenio
collection PubMed
description Composite material structures are commonly used in many industrial sectors (aerospace, automotive, transportation), and can operate in harsh environments where impacts with other parts or debris may cause critical safety and functionality issues. This work presents a method for improving the accuracy of impact position determination using acoustic source triangulation schemes based on the data collected by piezoelectric sensors attached to the structure. A novel approach is used to estimate the Differential Time-of-Arrival (DToA) between the impact response signals collected by a triplet of sensors, overcoming the limitations of classical methods that rely on amplitude thresholds calibrated for a specific sensor type. An experimental evaluation of the proposed technique was performed with specially made circular piezopolymer (PVDF) sensors designed for Structural Health Monitoring (SHM) applications, and compared with commercial piezoelectric SHM sensors of similar dimensions. Test impacts at low energies from 35 mJ to 600 mJ were generated in a laboratory by free-falling metal spheres on a 500 mm × 500 mm × 1.25 mm quasi-isotropic Carbon Fiber Reinforced Polymer (CFRP) laminate plate. From the analysis of many impact signals, the resulting localization error was improved for all types of sensors and, in particular, for the circular PVDF sensor an average error of 20.3 mm and a standard deviation of 8.9 mm was obtained.
format Online
Article
Text
id pubmed-5676669
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-56766692017-11-17 A Novel Differential Time-of-Arrival Estimation Technique for Impact Localization on Carbon Fiber Laminate Sheets Marino Merlo, Eugenio Bulletti, Andrea Giannelli, Pietro Calzolai, Marco Capineri, Lorenzo Sensors (Basel) Article Composite material structures are commonly used in many industrial sectors (aerospace, automotive, transportation), and can operate in harsh environments where impacts with other parts or debris may cause critical safety and functionality issues. This work presents a method for improving the accuracy of impact position determination using acoustic source triangulation schemes based on the data collected by piezoelectric sensors attached to the structure. A novel approach is used to estimate the Differential Time-of-Arrival (DToA) between the impact response signals collected by a triplet of sensors, overcoming the limitations of classical methods that rely on amplitude thresholds calibrated for a specific sensor type. An experimental evaluation of the proposed technique was performed with specially made circular piezopolymer (PVDF) sensors designed for Structural Health Monitoring (SHM) applications, and compared with commercial piezoelectric SHM sensors of similar dimensions. Test impacts at low energies from 35 mJ to 600 mJ were generated in a laboratory by free-falling metal spheres on a 500 mm × 500 mm × 1.25 mm quasi-isotropic Carbon Fiber Reinforced Polymer (CFRP) laminate plate. From the analysis of many impact signals, the resulting localization error was improved for all types of sensors and, in particular, for the circular PVDF sensor an average error of 20.3 mm and a standard deviation of 8.9 mm was obtained. MDPI 2017-10-03 /pmc/articles/PMC5676669/ /pubmed/28972550 http://dx.doi.org/10.3390/s17102270 Text en © 2017 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Marino Merlo, Eugenio
Bulletti, Andrea
Giannelli, Pietro
Calzolai, Marco
Capineri, Lorenzo
A Novel Differential Time-of-Arrival Estimation Technique for Impact Localization on Carbon Fiber Laminate Sheets
title A Novel Differential Time-of-Arrival Estimation Technique for Impact Localization on Carbon Fiber Laminate Sheets
title_full A Novel Differential Time-of-Arrival Estimation Technique for Impact Localization on Carbon Fiber Laminate Sheets
title_fullStr A Novel Differential Time-of-Arrival Estimation Technique for Impact Localization on Carbon Fiber Laminate Sheets
title_full_unstemmed A Novel Differential Time-of-Arrival Estimation Technique for Impact Localization on Carbon Fiber Laminate Sheets
title_short A Novel Differential Time-of-Arrival Estimation Technique for Impact Localization on Carbon Fiber Laminate Sheets
title_sort novel differential time-of-arrival estimation technique for impact localization on carbon fiber laminate sheets
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5676669/
https://www.ncbi.nlm.nih.gov/pubmed/28972550
http://dx.doi.org/10.3390/s17102270
work_keys_str_mv AT marinomerloeugenio anoveldifferentialtimeofarrivalestimationtechniqueforimpactlocalizationoncarbonfiberlaminatesheets
AT bullettiandrea anoveldifferentialtimeofarrivalestimationtechniqueforimpactlocalizationoncarbonfiberlaminatesheets
AT giannellipietro anoveldifferentialtimeofarrivalestimationtechniqueforimpactlocalizationoncarbonfiberlaminatesheets
AT calzolaimarco anoveldifferentialtimeofarrivalestimationtechniqueforimpactlocalizationoncarbonfiberlaminatesheets
AT capinerilorenzo anoveldifferentialtimeofarrivalestimationtechniqueforimpactlocalizationoncarbonfiberlaminatesheets
AT marinomerloeugenio noveldifferentialtimeofarrivalestimationtechniqueforimpactlocalizationoncarbonfiberlaminatesheets
AT bullettiandrea noveldifferentialtimeofarrivalestimationtechniqueforimpactlocalizationoncarbonfiberlaminatesheets
AT giannellipietro noveldifferentialtimeofarrivalestimationtechniqueforimpactlocalizationoncarbonfiberlaminatesheets
AT calzolaimarco noveldifferentialtimeofarrivalestimationtechniqueforimpactlocalizationoncarbonfiberlaminatesheets
AT capinerilorenzo noveldifferentialtimeofarrivalestimationtechniqueforimpactlocalizationoncarbonfiberlaminatesheets