New Image Recognition Technique for Intuitive Understanding in Class of the Dynamic Response of High-Rise Buildings

In the last years, more and more studies have highlighted the advantages of complementing traditional master classes with additional activities that improve students’ learning experience. This combination of teaching techniques is specially advised in the field of structural engineering, where intui...

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Main Authors: Rocío Porras Soriano, Behnam Mobaraki, José Antonio Lozano-Galant, Santos Sanchez-Cambronero, Federico Prieto Muñoz, Juan José Gutierrez
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Sustainability
Subjects:
Online Access:https://www.mdpi.com/2071-1050/13/7/3695
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spelling doaj-eb37ec5985d842128d1e77698935c0c92021-03-27T00:03:41ZengMDPI AGSustainability2071-10502021-03-01133695369510.3390/su13073695New Image Recognition Technique for Intuitive Understanding in Class of the Dynamic Response of High-Rise BuildingsRocío Porras Soriano0Behnam Mobaraki1José Antonio Lozano-Galant2Santos Sanchez-Cambronero3Federico Prieto Muñoz4Juan José Gutierrez5Department of Civil and Building Engineering, Universidad de Castilla-La Mancha (UCLM), 13071 Ciudad Real, SpainDepartment of Civil and Building Engineering, Universidad de Castilla-La Mancha (UCLM), 13071 Ciudad Real, SpainDepartment of Civil and Building Engineering, Universidad de Castilla-La Mancha (UCLM), 13071 Ciudad Real, SpainDepartment of Civil and Building Engineering, Universidad de Castilla-La Mancha (UCLM), 13071 Ciudad Real, SpainDepartment of Industrial Engineering, Universidad Francisco de Vitoria (UFV), 28223 Madrid, SpainINECO, 28036 Madrid, SpainIn the last years, more and more studies have highlighted the advantages of complementing traditional master classes with additional activities that improve students’ learning experience. This combination of teaching techniques is specially advised in the field of structural engineering, where intuition of the structural response it is of vital importance to understand the studied concepts. This paper deals with the introduction of a new (and more encouraging) educational tool to introduce students intuitively to the dynamic response of structures excited with an educational shaking table. Most of the educational structural health monitoring systems use sensors to determine the dynamic response of the structure. The proposed tool is based on a radically different approach, as it is based on low-cost image-recognition techniques. In fact, it only requires the use of an amateur camera, a black background, and a computer. In this study, the effects of both the camera location and the image quality are also evaluated. Finally, to validate the applicability of the proposed methodology, the dynamic response of small-scale buildings with different typologies is analyzed. In addition, a series of surveys were conducted in order to evaluate the activity based on student´s satisfaction and the actual acquisition and strengthening of knowledge.https://www.mdpi.com/2071-1050/13/7/3695intuitive learningdynamic responsesmall-scale modelimage recognitionshaking table
collection DOAJ
language English
format Article
sources DOAJ
author Rocío Porras Soriano
Behnam Mobaraki
José Antonio Lozano-Galant
Santos Sanchez-Cambronero
Federico Prieto Muñoz
Juan José Gutierrez
spellingShingle Rocío Porras Soriano
Behnam Mobaraki
José Antonio Lozano-Galant
Santos Sanchez-Cambronero
Federico Prieto Muñoz
Juan José Gutierrez
New Image Recognition Technique for Intuitive Understanding in Class of the Dynamic Response of High-Rise Buildings
Sustainability
intuitive learning
dynamic response
small-scale model
image recognition
shaking table
author_facet Rocío Porras Soriano
Behnam Mobaraki
José Antonio Lozano-Galant
Santos Sanchez-Cambronero
Federico Prieto Muñoz
Juan José Gutierrez
author_sort Rocío Porras Soriano
title New Image Recognition Technique for Intuitive Understanding in Class of the Dynamic Response of High-Rise Buildings
title_short New Image Recognition Technique for Intuitive Understanding in Class of the Dynamic Response of High-Rise Buildings
title_full New Image Recognition Technique for Intuitive Understanding in Class of the Dynamic Response of High-Rise Buildings
title_fullStr New Image Recognition Technique for Intuitive Understanding in Class of the Dynamic Response of High-Rise Buildings
title_full_unstemmed New Image Recognition Technique for Intuitive Understanding in Class of the Dynamic Response of High-Rise Buildings
title_sort new image recognition technique for intuitive understanding in class of the dynamic response of high-rise buildings
publisher MDPI AG
series Sustainability
issn 2071-1050
publishDate 2021-03-01
description In the last years, more and more studies have highlighted the advantages of complementing traditional master classes with additional activities that improve students’ learning experience. This combination of teaching techniques is specially advised in the field of structural engineering, where intuition of the structural response it is of vital importance to understand the studied concepts. This paper deals with the introduction of a new (and more encouraging) educational tool to introduce students intuitively to the dynamic response of structures excited with an educational shaking table. Most of the educational structural health monitoring systems use sensors to determine the dynamic response of the structure. The proposed tool is based on a radically different approach, as it is based on low-cost image-recognition techniques. In fact, it only requires the use of an amateur camera, a black background, and a computer. In this study, the effects of both the camera location and the image quality are also evaluated. Finally, to validate the applicability of the proposed methodology, the dynamic response of small-scale buildings with different typologies is analyzed. In addition, a series of surveys were conducted in order to evaluate the activity based on student´s satisfaction and the actual acquisition and strengthening of knowledge.
topic intuitive learning
dynamic response
small-scale model
image recognition
shaking table
url https://www.mdpi.com/2071-1050/13/7/3695
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