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Optimal Sensor Placement in Reduced-Order Models Using Modal Constraint Conditions
Sensor measurements of civil structures provide basic information on their performance. However, it is impossible to install sensors at every location owing to the limited number of sensors available. Therefore, in this study, we propose an optimal sensor placement (OSP) algorithm while reducing the...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8779765/ https://www.ncbi.nlm.nih.gov/pubmed/35062551 http://dx.doi.org/10.3390/s22020589 |
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author | Lee, Eun-Taik Eun, Hee-Chang |
author_facet | Lee, Eun-Taik Eun, Hee-Chang |
author_sort | Lee, Eun-Taik |
collection | PubMed |
description | Sensor measurements of civil structures provide basic information on their performance. However, it is impossible to install sensors at every location owing to the limited number of sensors available. Therefore, in this study, we propose an optimal sensor placement (OSP) algorithm while reducing the system order by using the constraint condition between the master and slave modes from the target modes. The existing OSP methods are modified in this study, and an OSP approach using a constrained dynamic equation is presented. The validity and comparison of the proposed methods are illustrated by utilizing a numerical example that predicts the OSPs of the truss structure. It is observed that the proposed methods lead to different sensor layouts depending on the algorithm criteria. Thus, it can be concluded that the OSP algorithm meets the measurement requirements for various methods, such as structural damage detection, system identification, and vibration control. |
format | Online Article Text |
id | pubmed-8779765 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-87797652022-01-22 Optimal Sensor Placement in Reduced-Order Models Using Modal Constraint Conditions Lee, Eun-Taik Eun, Hee-Chang Sensors (Basel) Article Sensor measurements of civil structures provide basic information on their performance. However, it is impossible to install sensors at every location owing to the limited number of sensors available. Therefore, in this study, we propose an optimal sensor placement (OSP) algorithm while reducing the system order by using the constraint condition between the master and slave modes from the target modes. The existing OSP methods are modified in this study, and an OSP approach using a constrained dynamic equation is presented. The validity and comparison of the proposed methods are illustrated by utilizing a numerical example that predicts the OSPs of the truss structure. It is observed that the proposed methods lead to different sensor layouts depending on the algorithm criteria. Thus, it can be concluded that the OSP algorithm meets the measurement requirements for various methods, such as structural damage detection, system identification, and vibration control. MDPI 2022-01-13 /pmc/articles/PMC8779765/ /pubmed/35062551 http://dx.doi.org/10.3390/s22020589 Text en © 2022 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 Lee, Eun-Taik Eun, Hee-Chang Optimal Sensor Placement in Reduced-Order Models Using Modal Constraint Conditions |
title | Optimal Sensor Placement in Reduced-Order Models Using Modal Constraint Conditions |
title_full | Optimal Sensor Placement in Reduced-Order Models Using Modal Constraint Conditions |
title_fullStr | Optimal Sensor Placement in Reduced-Order Models Using Modal Constraint Conditions |
title_full_unstemmed | Optimal Sensor Placement in Reduced-Order Models Using Modal Constraint Conditions |
title_short | Optimal Sensor Placement in Reduced-Order Models Using Modal Constraint Conditions |
title_sort | optimal sensor placement in reduced-order models using modal constraint conditions |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8779765/ https://www.ncbi.nlm.nih.gov/pubmed/35062551 http://dx.doi.org/10.3390/s22020589 |
work_keys_str_mv | AT leeeuntaik optimalsensorplacementinreducedordermodelsusingmodalconstraintconditions AT eunheechang optimalsensorplacementinreducedordermodelsusingmodalconstraintconditions |