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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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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. |
format | Online Article Text |
id | pubmed-8253778 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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