Structural reliability analysis in randomic excitation signs applying linear-experimental and bioengineering statistical methods
Autor(a) principal: | |
---|---|
Data de Publicação: | 2020 |
Outros Autores: | , , , |
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. |
id |
UNIFEI_0a381a56257e6b920303cc0dadf3f6c4 |
---|---|
oai_identifier_str |
oai:ojs.pkp.sfu.ca:article/8081 |
network_acronym_str |
UNIFEI |
network_name_str |
Research, Society and Development |
repository_id_str |
|
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 |
_version_ |
1797052739968040960 |