Analysis of structural integrity of a building using an artificial neural network artmap-fuzzy-wavelet

Detalhes bibliográficos
Autor(a) principal: Lima, Fernando Parra Dos Anjos
Data de Publicação: 2014
Outros Autores: De Souza, Simone Silva Frutuoso, Chavarette, Fábio Roberto [UNESP], Lopes, Mara Lúcia Martins [UNESP], Turra, Antonio Eduardo, Lopes, Vicente
Tipo de documento: Artigo de conferência
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.4028/www.scientific.net/AMR.1025-1026.1113
http://hdl.handle.net/11449/171723
Resumo: This paper presents an ARTMAP-Fuzzy-Wavelet artificial neural network to perform the analysis of the structural integrity of a building. The combination of Fuzzy ARTMAP neural network, wavelets transform to generate a tool that performs the identification and characterization of structural failure. This method is applied as a support tool for professionals in the inspection of mechanical and building structures to identify and characterize flaws in order to carry out preventive maintenance to ensure the integrity of the structure and decision making. In order to validate the methodology perform mathematical modeling of a building of two walk, and from this model were simulated different situations (base-line condition and improper conditions), yielding a database of signals that serve as input ARTMAP-Fuzzy-Wavelet neural network. The results obtained by ARTMAP-Fuzzy-Wavelet shown efficiency and robustness.
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spelling Analysis of structural integrity of a building using an artificial neural network artmap-fuzzy-waveletAnalysis of structural integrityArtificial neural networkARTMAP-Fuzzy-WaveletBuilding structureThis paper presents an ARTMAP-Fuzzy-Wavelet artificial neural network to perform the analysis of the structural integrity of a building. The combination of Fuzzy ARTMAP neural network, wavelets transform to generate a tool that performs the identification and characterization of structural failure. This method is applied as a support tool for professionals in the inspection of mechanical and building structures to identify and characterize flaws in order to carry out preventive maintenance to ensure the integrity of the structure and decision making. In order to validate the methodology perform mathematical modeling of a building of two walk, and from this model were simulated different situations (base-line condition and improper conditions), yielding a database of signals that serve as input ARTMAP-Fuzzy-Wavelet neural network. The results obtained by ARTMAP-Fuzzy-Wavelet shown efficiency and robustness.Mechanical Engineering Department, Ilha Solteira (FEIS)Electrical Engineering Department, Ilha Solteira (FEIS)Mathematics Department, Ilha Solteira (FEIS) UNESP – Univ. Estadual Paulista, Av. Brasil, 56Mathematics Department, Ilha Solteira (FEIS) UNESP – Univ. Estadual Paulista, Av. Brasil, 56Mechanical Engineering Department, Ilha Solteira (FEIS)Electrical Engineering Department, Ilha Solteira (FEIS)Universidade Estadual Paulista (Unesp)Lima, Fernando Parra Dos AnjosDe Souza, Simone Silva FrutuosoChavarette, Fábio Roberto [UNESP]Lopes, Mara Lúcia Martins [UNESP]Turra, Antonio EduardoLopes, Vicente2018-12-11T16:56:45Z2018-12-11T16:56:45Z2014-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObject1113-1118http://dx.doi.org/10.4028/www.scientific.net/AMR.1025-1026.1113Advanced Materials Research, v. 1025-1026, p. 1113-1118.1662-89851022-6680http://hdl.handle.net/11449/17172310.4028/www.scientific.net/AMR.1025-1026.11132-s2.0-849135550795434299135943285Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengAdvanced Materials Research0,1210,121info:eu-repo/semantics/openAccess2021-10-23T17:23:44Zoai:repositorio.unesp.br:11449/171723Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462021-10-23T17:23:44Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Analysis of structural integrity of a building using an artificial neural network artmap-fuzzy-wavelet
title Analysis of structural integrity of a building using an artificial neural network artmap-fuzzy-wavelet
spellingShingle Analysis of structural integrity of a building using an artificial neural network artmap-fuzzy-wavelet
Lima, Fernando Parra Dos Anjos
Analysis of structural integrity
Artificial neural network
ARTMAP-Fuzzy-Wavelet
Building structure
title_short Analysis of structural integrity of a building using an artificial neural network artmap-fuzzy-wavelet
title_full Analysis of structural integrity of a building using an artificial neural network artmap-fuzzy-wavelet
title_fullStr Analysis of structural integrity of a building using an artificial neural network artmap-fuzzy-wavelet
title_full_unstemmed Analysis of structural integrity of a building using an artificial neural network artmap-fuzzy-wavelet
title_sort Analysis of structural integrity of a building using an artificial neural network artmap-fuzzy-wavelet
author Lima, Fernando Parra Dos Anjos
author_facet Lima, Fernando Parra Dos Anjos
De Souza, Simone Silva Frutuoso
Chavarette, Fábio Roberto [UNESP]
Lopes, Mara Lúcia Martins [UNESP]
Turra, Antonio Eduardo
Lopes, Vicente
author_role author
author2 De Souza, Simone Silva Frutuoso
Chavarette, Fábio Roberto [UNESP]
Lopes, Mara Lúcia Martins [UNESP]
Turra, Antonio Eduardo
Lopes, Vicente
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv Mechanical Engineering Department, Ilha Solteira (FEIS)
Electrical Engineering Department, Ilha Solteira (FEIS)
Universidade Estadual Paulista (Unesp)
dc.contributor.author.fl_str_mv Lima, Fernando Parra Dos Anjos
De Souza, Simone Silva Frutuoso
Chavarette, Fábio Roberto [UNESP]
Lopes, Mara Lúcia Martins [UNESP]
Turra, Antonio Eduardo
Lopes, Vicente
dc.subject.por.fl_str_mv Analysis of structural integrity
Artificial neural network
ARTMAP-Fuzzy-Wavelet
Building structure
topic Analysis of structural integrity
Artificial neural network
ARTMAP-Fuzzy-Wavelet
Building structure
description This paper presents an ARTMAP-Fuzzy-Wavelet artificial neural network to perform the analysis of the structural integrity of a building. The combination of Fuzzy ARTMAP neural network, wavelets transform to generate a tool that performs the identification and characterization of structural failure. This method is applied as a support tool for professionals in the inspection of mechanical and building structures to identify and characterize flaws in order to carry out preventive maintenance to ensure the integrity of the structure and decision making. In order to validate the methodology perform mathematical modeling of a building of two walk, and from this model were simulated different situations (base-line condition and improper conditions), yielding a database of signals that serve as input ARTMAP-Fuzzy-Wavelet neural network. The results obtained by ARTMAP-Fuzzy-Wavelet shown efficiency and robustness.
publishDate 2014
dc.date.none.fl_str_mv 2014-01-01
2018-12-11T16:56:45Z
2018-12-11T16:56:45Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/conferenceObject
format conferenceObject
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.4028/www.scientific.net/AMR.1025-1026.1113
Advanced Materials Research, v. 1025-1026, p. 1113-1118.
1662-8985
1022-6680
http://hdl.handle.net/11449/171723
10.4028/www.scientific.net/AMR.1025-1026.1113
2-s2.0-84913555079
5434299135943285
url http://dx.doi.org/10.4028/www.scientific.net/AMR.1025-1026.1113
http://hdl.handle.net/11449/171723
identifier_str_mv Advanced Materials Research, v. 1025-1026, p. 1113-1118.
1662-8985
1022-6680
10.4028/www.scientific.net/AMR.1025-1026.1113
2-s2.0-84913555079
5434299135943285
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Advanced Materials Research
0,121
0,121
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 1113-1118
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
_version_ 1799965239683317760

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