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Location Determination of Impact on the Wind Turbine Blade Surface Based on the FBG and the Time Difference
This paper proposes an approach to the determination of the precise location of an impact on the surface of a wind turbine blade (WTB) based on a fiber Bragg grating (FBG) and the time difference, and its effectiveness is verified by experiments. First, the strain on the WTB surface is detected with...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7796280/ https://www.ncbi.nlm.nih.gov/pubmed/33401427 http://dx.doi.org/10.3390/s21010232 |
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author | Wang, Bingkai Sun, Wenlei Wang, Hongwei Wan, Yunfa Xu, Tiantian |
author_facet | Wang, Bingkai Sun, Wenlei Wang, Hongwei Wan, Yunfa Xu, Tiantian |
author_sort | Wang, Bingkai |
collection | PubMed |
description | This paper proposes an approach to the determination of the precise location of an impact on the surface of a wind turbine blade (WTB) based on a fiber Bragg grating (FBG) and the time difference, and its effectiveness is verified by experiments. First, the strain on the WTB surface is detected with an FBG. Then, the signal is decomposed into a series of components via variational mode decomposition (VMD), and some signals with impact characteristics are chosen for reconstruction. The instant energy of the reconstructed signal is then amplified through the Teager energy operator (TEO) to identify the time difference between FBGs. Finally, the coordinate of the impact point is obtained by solving the hyperbolic mode with the time difference. The results of experiments demonstrate that the proposed approach exhibits good performance with high accuracy (97%) and low error (12.3 mm). |
format | Online Article Text |
id | pubmed-7796280 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-77962802021-01-10 Location Determination of Impact on the Wind Turbine Blade Surface Based on the FBG and the Time Difference Wang, Bingkai Sun, Wenlei Wang, Hongwei Wan, Yunfa Xu, Tiantian Sensors (Basel) Letter This paper proposes an approach to the determination of the precise location of an impact on the surface of a wind turbine blade (WTB) based on a fiber Bragg grating (FBG) and the time difference, and its effectiveness is verified by experiments. First, the strain on the WTB surface is detected with an FBG. Then, the signal is decomposed into a series of components via variational mode decomposition (VMD), and some signals with impact characteristics are chosen for reconstruction. The instant energy of the reconstructed signal is then amplified through the Teager energy operator (TEO) to identify the time difference between FBGs. Finally, the coordinate of the impact point is obtained by solving the hyperbolic mode with the time difference. The results of experiments demonstrate that the proposed approach exhibits good performance with high accuracy (97%) and low error (12.3 mm). MDPI 2021-01-01 /pmc/articles/PMC7796280/ /pubmed/33401427 http://dx.doi.org/10.3390/s21010232 Text en © 2021 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 | Letter Wang, Bingkai Sun, Wenlei Wang, Hongwei Wan, Yunfa Xu, Tiantian Location Determination of Impact on the Wind Turbine Blade Surface Based on the FBG and the Time Difference |
title | Location Determination of Impact on the Wind Turbine Blade Surface Based on the FBG and the Time Difference |
title_full | Location Determination of Impact on the Wind Turbine Blade Surface Based on the FBG and the Time Difference |
title_fullStr | Location Determination of Impact on the Wind Turbine Blade Surface Based on the FBG and the Time Difference |
title_full_unstemmed | Location Determination of Impact on the Wind Turbine Blade Surface Based on the FBG and the Time Difference |
title_short | Location Determination of Impact on the Wind Turbine Blade Surface Based on the FBG and the Time Difference |
title_sort | location determination of impact on the wind turbine blade surface based on the fbg and the time difference |
topic | Letter |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7796280/ https://www.ncbi.nlm.nih.gov/pubmed/33401427 http://dx.doi.org/10.3390/s21010232 |
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