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Noise Cancellation of Helicopter Blade Deformations Measurement by Fiber Bragg Gratings
The work presents data treatment methods aimed at eliminating the noise in the strain sensor data induced by vibrations of the helicopter blade in flight conditions. The methods can be applied in order to enhance the metrological performance of the helicopter weight estimation system based on the de...
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/PMC8230677/ https://www.ncbi.nlm.nih.gov/pubmed/34207967 http://dx.doi.org/10.3390/s21124028 |
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author | Nigmatullin, Raoul R. Agliullin, Timur Mikhailov, Sergey Morozov, Oleg Sakhabutdinov, Airat Ledyankin, Maxim Karimov, Kamil |
author_facet | Nigmatullin, Raoul R. Agliullin, Timur Mikhailov, Sergey Morozov, Oleg Sakhabutdinov, Airat Ledyankin, Maxim Karimov, Kamil |
author_sort | Nigmatullin, Raoul R. |
collection | PubMed |
description | The work presents data treatment methods aimed at eliminating the noise in the strain sensor data induced by vibrations of the helicopter blade in flight conditions. The methods can be applied in order to enhance the metrological performance of the helicopter weight estimation system based on the deformation measurement of the main rotor blades. The experimental setup included a composite plate fixed to the vibrating stand on the one end, with six fiber-optic strain sensors attached to its surface. In this work, the procedure of the optimal linear smoothing (POLS) and 3D-invariant methods were used to obtain monotone calibration curves for each detector, thereby making it possible to distinguish the increase of load applied to the free end of the plate with an increment of 10 g. The second method associated with 3D invariants took into account 13 quantitative parameters defined as the combination of different moments and their intercorrelations up to the fourth-order inclusive. These 13 parameters allowed the calculation of the 3D surface that can serve as a specific fingerprint, differentiating one set of initial data from another one. The combination of the two data treatment methods used in this work can be applied successfully in a wide variety of applications. |
format | Online Article Text |
id | pubmed-8230677 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-82306772021-06-26 Noise Cancellation of Helicopter Blade Deformations Measurement by Fiber Bragg Gratings Nigmatullin, Raoul R. Agliullin, Timur Mikhailov, Sergey Morozov, Oleg Sakhabutdinov, Airat Ledyankin, Maxim Karimov, Kamil Sensors (Basel) Article The work presents data treatment methods aimed at eliminating the noise in the strain sensor data induced by vibrations of the helicopter blade in flight conditions. The methods can be applied in order to enhance the metrological performance of the helicopter weight estimation system based on the deformation measurement of the main rotor blades. The experimental setup included a composite plate fixed to the vibrating stand on the one end, with six fiber-optic strain sensors attached to its surface. In this work, the procedure of the optimal linear smoothing (POLS) and 3D-invariant methods were used to obtain monotone calibration curves for each detector, thereby making it possible to distinguish the increase of load applied to the free end of the plate with an increment of 10 g. The second method associated with 3D invariants took into account 13 quantitative parameters defined as the combination of different moments and their intercorrelations up to the fourth-order inclusive. These 13 parameters allowed the calculation of the 3D surface that can serve as a specific fingerprint, differentiating one set of initial data from another one. The combination of the two data treatment methods used in this work can be applied successfully in a wide variety of applications. MDPI 2021-06-11 /pmc/articles/PMC8230677/ /pubmed/34207967 http://dx.doi.org/10.3390/s21124028 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 Nigmatullin, Raoul R. Agliullin, Timur Mikhailov, Sergey Morozov, Oleg Sakhabutdinov, Airat Ledyankin, Maxim Karimov, Kamil Noise Cancellation of Helicopter Blade Deformations Measurement by Fiber Bragg Gratings |
title | Noise Cancellation of Helicopter Blade Deformations Measurement by Fiber Bragg Gratings |
title_full | Noise Cancellation of Helicopter Blade Deformations Measurement by Fiber Bragg Gratings |
title_fullStr | Noise Cancellation of Helicopter Blade Deformations Measurement by Fiber Bragg Gratings |
title_full_unstemmed | Noise Cancellation of Helicopter Blade Deformations Measurement by Fiber Bragg Gratings |
title_short | Noise Cancellation of Helicopter Blade Deformations Measurement by Fiber Bragg Gratings |
title_sort | noise cancellation of helicopter blade deformations measurement by fiber bragg gratings |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8230677/ https://www.ncbi.nlm.nih.gov/pubmed/34207967 http://dx.doi.org/10.3390/s21124028 |
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