Structural reliability analysis in randomic excitation signs applying linear-experimental and bioengineering statistical methods

Detalhes bibliográficos
Autor(a) principal: Shiino, Dayene Kaori
Data de Publicação: 2020
Outros Autores: Outa, Roberto, Chavarette, Fabio Roberto, Gonçalves, Aparecido Carlos, Santos, Lucas Henrique dos
Tipo de documento: Artigo
Idioma: por
Título da fonte: Research, Society and Development
Texto Completo: https://rsdjournal.org/index.php/rsd/article/view/8081
Resumo: This work demonstrates a study of linear-experimental statistical methods and the negative selection artificial immune system, applied to the random excitation of a structural dynamic system. In the development of this work, a two-storey shear building structure was randomly excited, and the failure was caused by a random external disturbance, whose noisy signal was treated by the Wiener filter and subsequently applied the linear-experimental statistical method and artificial immune system. negative selection. The result of both applications allowed a targeted and objective analysis, demonstrating that the signal spectrum contains qualitative and quantitative levels of great significance in engineering applications.
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spelling Structural reliability analysis in randomic excitation signs applying linear-experimental and bioengineering statistical methodsAnálisis de fiabilidad estructural en signos de excitación aleatoria aplicando métodos estadísticos lineal-experimentales y de bioingenieríaAnálise de confiabilidade estrutural em sinais de excitação randômica aplicando métodos estatístico linear-experimental e da bioengenhariaVibrationArtificial immune systemArtificial intelligenceWiener filterSHM.VibraciónSistema inmunológico artificialInteligencia artificialFiltro WienerSHM.VibraçãoSistema imunológico artificialInteligência artificialFiltro de WienerSHM.This work demonstrates a study of linear-experimental statistical methods and the negative selection artificial immune system, applied to the random excitation of a structural dynamic system. In the development of this work, a two-storey shear building structure was randomly excited, and the failure was caused by a random external disturbance, whose noisy signal was treated by the Wiener filter and subsequently applied the linear-experimental statistical method and artificial immune system. negative selection. The result of both applications allowed a targeted and objective analysis, demonstrating that the signal spectrum contains qualitative and quantitative levels of great significance in engineering applications.Este trabajo demuestra un estudio de métodos estadísticos lineales-experimentales y el sistema inmunológico artificial de selección negativa, aplicados a la excitación aleatoria de un sistema dinámico estructural. En el desarrollo de este trabajo se excitó aleatoriamente una estructura de edificio de cizalla de dos pisos, y la falla fue provocada por una perturbación externa aleatoria, cuya señal ruidosa fue tratada por el filtro Wiener y posteriormente se aplicó el método estadístico lineal-experimental y sistema inmunológico artificial. selección negativa. El resultado de ambas aplicaciones permitió un análisis dirigido y objetivo, demostrando que el espectro de la señal contiene niveles cualitativos y cuantitativos de gran trascendencia en aplicaciones de ingeniería.Este trabalho demonstra um estudo de métodos estatísticos lineares-experimental e do sistema imunológico artificial de seleção negativa, aplicados a excitação randômica de um sistema dinâmico estrutural. No desenvolvimento deste trabalho foi desenvolvido uma estrutura shear building de dois andares excitado randomicamente, e a falha foi causada por uma perturbação externa aleatória, cujo sinal ruidoso foi tratado pelo filtro de Wiener e posteriormente aplicado o método estatístico linear-experimental e sistema imunológico artificial de seleção negativa. O resultado de ambas as aplicações permitiu uma análise direcionada e objetiva, demonstrando que o espectro do sinal contém níveis qualitativos e quantitativos de grande significância em aplicações na engenharia.Research, Society and Development2020-09-08info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://rsdjournal.org/index.php/rsd/article/view/808110.33448/rsd-v9i9.8081Research, Society and Development; Vol. 9 No. 9; e831998081Research, Society and Development; Vol. 9 Núm. 9; e831998081Research, Society and Development; v. 9 n. 9; e8319980812525-3409reponame:Research, Society and Developmentinstname:Universidade Federal de Itajubá (UNIFEI)instacron:UNIFEIporhttps://rsdjournal.org/index.php/rsd/article/view/8081/7097Copyright (c) 2020 Dayene Kaori Shiino; Roberto Outa; Fabio Roberto Chavarette; Aparecido Carlos Gonçalves; Lucas Henrique dos Santoshttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessShiino, Dayene Kaori Outa, RobertoChavarette, Fabio Roberto Gonçalves, Aparecido Carlos Santos, Lucas Henrique dos 2020-09-18T01:42:11Zoai:ojs.pkp.sfu.ca:article/8081Revistahttps://rsdjournal.org/index.php/rsd/indexPUBhttps://rsdjournal.org/index.php/rsd/oairsd.articles@gmail.com2525-34092525-3409opendoar:2024-01-17T09:30:38.411310Research, Society and Development - Universidade Federal de Itajubá (UNIFEI)false
dc.title.none.fl_str_mv Structural reliability analysis in randomic excitation signs applying linear-experimental and bioengineering statistical methods
Análisis de fiabilidad estructural en signos de excitación aleatoria aplicando métodos estadísticos lineal-experimentales y de bioingeniería
Análise de confiabilidade estrutural em sinais de excitação randômica aplicando métodos estatístico linear-experimental e da bioengenharia
title Structural reliability analysis in randomic excitation signs applying linear-experimental and bioengineering statistical methods
spellingShingle Structural reliability analysis in randomic excitation signs applying linear-experimental and bioengineering statistical methods
Shiino, Dayene Kaori
Vibration
Artificial immune system
Artificial intelligence
Wiener filter
SHM.
Vibración
Sistema inmunológico artificial
Inteligencia artificial
Filtro Wiener
SHM.
Vibração
Sistema imunológico artificial
Inteligência artificial
Filtro de Wiener
SHM.
title_short Structural reliability analysis in randomic excitation signs applying linear-experimental and bioengineering statistical methods
title_full Structural reliability analysis in randomic excitation signs applying linear-experimental and bioengineering statistical methods
title_fullStr Structural reliability analysis in randomic excitation signs applying linear-experimental and bioengineering statistical methods
title_full_unstemmed Structural reliability analysis in randomic excitation signs applying linear-experimental and bioengineering statistical methods
title_sort Structural reliability analysis in randomic excitation signs applying linear-experimental and bioengineering statistical methods
author Shiino, Dayene Kaori
author_facet Shiino, Dayene Kaori
Outa, Roberto
Chavarette, Fabio Roberto
Gonçalves, Aparecido Carlos
Santos, Lucas Henrique dos
author_role author
author2 Outa, Roberto
Chavarette, Fabio Roberto
Gonçalves, Aparecido Carlos
Santos, Lucas Henrique dos
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Shiino, Dayene Kaori
Outa, Roberto
Chavarette, Fabio Roberto
Gonçalves, Aparecido Carlos
Santos, Lucas Henrique dos
dc.subject.por.fl_str_mv Vibration
Artificial immune system
Artificial intelligence
Wiener filter
SHM.
Vibración
Sistema inmunológico artificial
Inteligencia artificial
Filtro Wiener
SHM.
Vibração
Sistema imunológico artificial
Inteligência artificial
Filtro de Wiener
SHM.
topic Vibration
Artificial immune system
Artificial intelligence
Wiener filter
SHM.
Vibración
Sistema inmunológico artificial
Inteligencia artificial
Filtro Wiener
SHM.
Vibração
Sistema imunológico artificial
Inteligência artificial
Filtro de Wiener
SHM.
description This work demonstrates a study of linear-experimental statistical methods and the negative selection artificial immune system, applied to the random excitation of a structural dynamic system. In the development of this work, a two-storey shear building structure was randomly excited, and the failure was caused by a random external disturbance, whose noisy signal was treated by the Wiener filter and subsequently applied the linear-experimental statistical method and artificial immune system. negative selection. The result of both applications allowed a targeted and objective analysis, demonstrating that the signal spectrum contains qualitative and quantitative levels of great significance in engineering applications.
publishDate 2020
dc.date.none.fl_str_mv 2020-09-08
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://rsdjournal.org/index.php/rsd/article/view/8081
10.33448/rsd-v9i9.8081
url https://rsdjournal.org/index.php/rsd/article/view/8081
identifier_str_mv 10.33448/rsd-v9i9.8081
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://rsdjournal.org/index.php/rsd/article/view/8081/7097
dc.rights.driver.fl_str_mv https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Research, Society and Development
publisher.none.fl_str_mv Research, Society and Development
dc.source.none.fl_str_mv Research, Society and Development; Vol. 9 No. 9; e831998081
Research, Society and Development; Vol. 9 Núm. 9; e831998081
Research, Society and Development; v. 9 n. 9; e831998081
2525-3409
reponame:Research, Society and Development
instname:Universidade Federal de Itajubá (UNIFEI)
instacron:UNIFEI
instname_str Universidade Federal de Itajubá (UNIFEI)
instacron_str UNIFEI
institution UNIFEI
reponame_str Research, Society and Development
collection Research, Society and Development
repository.name.fl_str_mv Research, Society and Development - Universidade Federal de Itajubá (UNIFEI)
repository.mail.fl_str_mv rsd.articles@gmail.com
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