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Optimal distribution of piezoelectric patches for active vibration reduction of a thick plate using singular value decomposition approach

This paper uses the singular value decomposition approach to find the optimal distribution of a set of piezoelectric actuators and sensors in order to suppress the vibrations of a thick plate. The dynamic model of the system is derived using Mindlin plate theory and consequently, the finite differen...

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Detalles Bibliográficos
Autores principales: Nadi, Azin, Mahzoon, Mojtaba, Azadi Yazdi, Ehsan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8253778/
https://www.ncbi.nlm.nih.gov/pubmed/34215808
http://dx.doi.org/10.1038/s41598-021-93136-5
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author Nadi, Azin
Mahzoon, Mojtaba
Azadi Yazdi, Ehsan
author_facet Nadi, Azin
Mahzoon, Mojtaba
Azadi Yazdi, Ehsan
author_sort Nadi, Azin
collection PubMed
description This paper uses the singular value decomposition approach to find the optimal distribution of a set of piezoelectric actuators and sensors in order to suppress the vibrations of a thick plate. The dynamic model of the system is derived using Mindlin plate theory and consequently, the finite difference method is employed to divide the thick plate to a finite number of nodes with appropriate horizontal and vertical distances. To compute the control force of piezoelectric actuators, the singular value decomposition approach for the column control matrix is supposed as the fitness function of an optimization problem. Through a genetic algorithm, the optimized solution is obtained. The results of numerical simulations indicate the optimal location achieved by the proposed method outperforms the previous results in suppressing the vibrations of a thick plate.
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spelling pubmed-82537782021-07-06 Optimal distribution of piezoelectric patches for active vibration reduction of a thick plate using singular value decomposition approach Nadi, Azin Mahzoon, Mojtaba Azadi Yazdi, Ehsan Sci Rep Article This paper uses the singular value decomposition approach to find the optimal distribution of a set of piezoelectric actuators and sensors in order to suppress the vibrations of a thick plate. The dynamic model of the system is derived using Mindlin plate theory and consequently, the finite difference method is employed to divide the thick plate to a finite number of nodes with appropriate horizontal and vertical distances. To compute the control force of piezoelectric actuators, the singular value decomposition approach for the column control matrix is supposed as the fitness function of an optimization problem. Through a genetic algorithm, the optimized solution is obtained. The results of numerical simulations indicate the optimal location achieved by the proposed method outperforms the previous results in suppressing the vibrations of a thick plate. Nature Publishing Group UK 2021-07-02 /pmc/articles/PMC8253778/ /pubmed/34215808 http://dx.doi.org/10.1038/s41598-021-93136-5 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Nadi, Azin
Mahzoon, Mojtaba
Azadi Yazdi, Ehsan
Optimal distribution of piezoelectric patches for active vibration reduction of a thick plate using singular value decomposition approach
title Optimal distribution of piezoelectric patches for active vibration reduction of a thick plate using singular value decomposition approach
title_full Optimal distribution of piezoelectric patches for active vibration reduction of a thick plate using singular value decomposition approach
title_fullStr Optimal distribution of piezoelectric patches for active vibration reduction of a thick plate using singular value decomposition approach
title_full_unstemmed Optimal distribution of piezoelectric patches for active vibration reduction of a thick plate using singular value decomposition approach
title_short Optimal distribution of piezoelectric patches for active vibration reduction of a thick plate using singular value decomposition approach
title_sort optimal distribution of piezoelectric patches for active vibration reduction of a thick plate using singular value decomposition approach
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8253778/
https://www.ncbi.nlm.nih.gov/pubmed/34215808
http://dx.doi.org/10.1038/s41598-021-93136-5
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