Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Wang, Bingkai, Sun, Wenlei, Wang, Hongwei, Wan, Yunfa, Xu, Tiantian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
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
_version_ 1783634644752662528
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
work_keys_str_mv AT wangbingkai locationdeterminationofimpactonthewindturbinebladesurfacebasedonthefbgandthetimedifference
AT sunwenlei locationdeterminationofimpactonthewindturbinebladesurfacebasedonthefbgandthetimedifference
AT wanghongwei locationdeterminationofimpactonthewindturbinebladesurfacebasedonthefbgandthetimedifference
AT wanyunfa locationdeterminationofimpactonthewindturbinebladesurfacebasedonthefbgandthetimedifference
AT xutiantian locationdeterminationofimpactonthewindturbinebladesurfacebasedonthefbgandthetimedifference