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Advanced Video-Based Processing for Low-Cost Damage Assessment of Buildings under Seismic Loading in Shaking Table Tests

This paper explores the potential of a low-cost, advanced video-based technique for the assessment of structural damage to buildings caused by seismic loading. A low-cost, high-speed video camera was utilized for the motion magnification processing of footage of a two-story reinforced-concrete frame...

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Autores principales: Cataldo, Antonino, Roselli, Ivan, Fioriti, Vincenzo, Saitta, Fernando, Colucci, Alessandro, Tatì, Angelo, Ponzo, Felice Carlo, Ditommaso, Rocco, Mennuti, Canio, Marzani, Alessandro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10256115/
https://www.ncbi.nlm.nih.gov/pubmed/37300032
http://dx.doi.org/10.3390/s23115303
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author Cataldo, Antonino
Roselli, Ivan
Fioriti, Vincenzo
Saitta, Fernando
Colucci, Alessandro
Tatì, Angelo
Ponzo, Felice Carlo
Ditommaso, Rocco
Mennuti, Canio
Marzani, Alessandro
author_facet Cataldo, Antonino
Roselli, Ivan
Fioriti, Vincenzo
Saitta, Fernando
Colucci, Alessandro
Tatì, Angelo
Ponzo, Felice Carlo
Ditommaso, Rocco
Mennuti, Canio
Marzani, Alessandro
author_sort Cataldo, Antonino
collection PubMed
description This paper explores the potential of a low-cost, advanced video-based technique for the assessment of structural damage to buildings caused by seismic loading. A low-cost, high-speed video camera was utilized for the motion magnification processing of footage of a two-story reinforced-concrete frame building subjected to shaking table tests. The damage after seismic loading was estimated by analyzing the dynamic behavior (i.e., modal parameters) and the structural deformations of the building in magnified videos. The results using the motion magnification procedure were compared for validation of the method of the damage assessment obtained through analyses of conventional accelerometric sensors and high-precision optical markers tracked using a passive 3D motion capture system. In addition, 3D laser scanning to obtain an accurate survey of the building geometry before and after the seismic tests was carried out. In particular, accelerometric recordings were also processed and analyzed using several stationary and nonstationary signal processing techniques with the aim of analyzing the linear behavior of the undamaged structure and the nonlinear structural behavior during damaging shaking table tests. The proposed procedure based on the analysis of magnified videos provided an accurate estimate of the main modal frequency and the damage location through the analysis of the modal shapes, which were confirmed using advanced analyses of the accelerometric data. Consequently, the main novelty of the study was the highlighting of a simple procedure with high potential for the extraction and analysis of modal parameters, with a special focus on the analysis of the modal shape’s curvature, which provides accurate information on the location of the damage in a structure, while using a noncontact and low-cost method.
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spelling pubmed-102561152023-06-10 Advanced Video-Based Processing for Low-Cost Damage Assessment of Buildings under Seismic Loading in Shaking Table Tests Cataldo, Antonino Roselli, Ivan Fioriti, Vincenzo Saitta, Fernando Colucci, Alessandro Tatì, Angelo Ponzo, Felice Carlo Ditommaso, Rocco Mennuti, Canio Marzani, Alessandro Sensors (Basel) Article This paper explores the potential of a low-cost, advanced video-based technique for the assessment of structural damage to buildings caused by seismic loading. A low-cost, high-speed video camera was utilized for the motion magnification processing of footage of a two-story reinforced-concrete frame building subjected to shaking table tests. The damage after seismic loading was estimated by analyzing the dynamic behavior (i.e., modal parameters) and the structural deformations of the building in magnified videos. The results using the motion magnification procedure were compared for validation of the method of the damage assessment obtained through analyses of conventional accelerometric sensors and high-precision optical markers tracked using a passive 3D motion capture system. In addition, 3D laser scanning to obtain an accurate survey of the building geometry before and after the seismic tests was carried out. In particular, accelerometric recordings were also processed and analyzed using several stationary and nonstationary signal processing techniques with the aim of analyzing the linear behavior of the undamaged structure and the nonlinear structural behavior during damaging shaking table tests. The proposed procedure based on the analysis of magnified videos provided an accurate estimate of the main modal frequency and the damage location through the analysis of the modal shapes, which were confirmed using advanced analyses of the accelerometric data. Consequently, the main novelty of the study was the highlighting of a simple procedure with high potential for the extraction and analysis of modal parameters, with a special focus on the analysis of the modal shape’s curvature, which provides accurate information on the location of the damage in a structure, while using a noncontact and low-cost method. MDPI 2023-06-02 /pmc/articles/PMC10256115/ /pubmed/37300032 http://dx.doi.org/10.3390/s23115303 Text en © 2023 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
Cataldo, Antonino
Roselli, Ivan
Fioriti, Vincenzo
Saitta, Fernando
Colucci, Alessandro
Tatì, Angelo
Ponzo, Felice Carlo
Ditommaso, Rocco
Mennuti, Canio
Marzani, Alessandro
Advanced Video-Based Processing for Low-Cost Damage Assessment of Buildings under Seismic Loading in Shaking Table Tests
title Advanced Video-Based Processing for Low-Cost Damage Assessment of Buildings under Seismic Loading in Shaking Table Tests
title_full Advanced Video-Based Processing for Low-Cost Damage Assessment of Buildings under Seismic Loading in Shaking Table Tests
title_fullStr Advanced Video-Based Processing for Low-Cost Damage Assessment of Buildings under Seismic Loading in Shaking Table Tests
title_full_unstemmed Advanced Video-Based Processing for Low-Cost Damage Assessment of Buildings under Seismic Loading in Shaking Table Tests
title_short Advanced Video-Based Processing for Low-Cost Damage Assessment of Buildings under Seismic Loading in Shaking Table Tests
title_sort advanced video-based processing for low-cost damage assessment of buildings under seismic loading in shaking table tests
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10256115/
https://www.ncbi.nlm.nih.gov/pubmed/37300032
http://dx.doi.org/10.3390/s23115303
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