Probabilistic-based discrete model for the seismic fragility assessment of masonry structures

Detalhes bibliográficos
Autor(a) principal: da Silva, Luis C. M.
Data de Publicação: 2023
Outros Autores: Milani, Gabriele, Lourenço, Paulo B.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://hdl.handle.net/1822/88555
Resumo: Classical Finite-Element and Discrete-Element strategies are expensive to carry when analysing masonry structures in the inelastic range, under a seismic excitation, and considering uncertainty. Their application to the seismic fragility assessment of masonry structures through non-linear time-history analysis becomes thus a challenge. The paper addresses such difficulty by presenting an alternative probabilistic-based numerical strategy. The strategy couples a discrete macro-element model at a structural-scale with a homogenization model at a meso-scale. A probabilistic nature is guaranteed through a forward propagation of uncertainty through loading, material, mechanical, and geometrical parameters. An incremental dynamic analysis is adopted, in which several assumptions decrease the required computational time-costs. A random mechanical response of masonry is provided by numerical homogenization, using Latin hypercube sampling with a non-identity correlation matrix, and only a reduced number of representative random samples are transferred to the macro-scale. The approach was applied to the seismic fragility assessment of an English-bond masonry mock-up. Its effectiveness was demonstrated, and its computational attractiveness highlighted. Results may foster its use within the seismic fragility assessment of larger structures, and the opportunity to better analyze the effect of material and geometric-based uncertainties in the stochastic dynamic response of masonry structures.
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spelling Probabilistic-based discrete model for the seismic fragility assessment of masonry structuresMasonryHomogenizationMacro-elementMicro-modellingFragility curvesLatin hypercube samplingEngenharia e Tecnologia::Engenharia CivilScience & TechnologyClassical Finite-Element and Discrete-Element strategies are expensive to carry when analysing masonry structures in the inelastic range, under a seismic excitation, and considering uncertainty. Their application to the seismic fragility assessment of masonry structures through non-linear time-history analysis becomes thus a challenge. The paper addresses such difficulty by presenting an alternative probabilistic-based numerical strategy. The strategy couples a discrete macro-element model at a structural-scale with a homogenization model at a meso-scale. A probabilistic nature is guaranteed through a forward propagation of uncertainty through loading, material, mechanical, and geometrical parameters. An incremental dynamic analysis is adopted, in which several assumptions decrease the required computational time-costs. A random mechanical response of masonry is provided by numerical homogenization, using Latin hypercube sampling with a non-identity correlation matrix, and only a reduced number of representative random samples are transferred to the macro-scale. The approach was applied to the seismic fragility assessment of an English-bond masonry mock-up. Its effectiveness was demonstrated, and its computational attractiveness highlighted. Results may foster its use within the seismic fragility assessment of larger structures, and the opportunity to better analyze the effect of material and geometric-based uncertainties in the stochastic dynamic response of masonry structures.- (undefined)ElsevierUniversidade do Minhoda Silva, Luis C. M.Milani, GabrieleLourenço, Paulo B.20232023-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/1822/88555engda Silva, L. C. M., Milani, G., & Lourenço, P. B. (2023, June). Probabilistic-based discrete model for the seismic fragility assessment of masonry structures. Structures. Elsevier BV. http://doi.org/10.1016/j.istruc.2023.04.0152352-012410.1016/j.istruc.2023.04.015https://www.sciencedirect.com/science/article/pii/S2352012423004885info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-02-10T01:20:05Zoai:repositorium.sdum.uminho.pt:1822/88555Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T02:37:09.394514Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Probabilistic-based discrete model for the seismic fragility assessment of masonry structures
title Probabilistic-based discrete model for the seismic fragility assessment of masonry structures
spellingShingle Probabilistic-based discrete model for the seismic fragility assessment of masonry structures
da Silva, Luis C. M.
Masonry
Homogenization
Macro-element
Micro-modelling
Fragility curves
Latin hypercube sampling
Engenharia e Tecnologia::Engenharia Civil
Science & Technology
title_short Probabilistic-based discrete model for the seismic fragility assessment of masonry structures
title_full Probabilistic-based discrete model for the seismic fragility assessment of masonry structures
title_fullStr Probabilistic-based discrete model for the seismic fragility assessment of masonry structures
title_full_unstemmed Probabilistic-based discrete model for the seismic fragility assessment of masonry structures
title_sort Probabilistic-based discrete model for the seismic fragility assessment of masonry structures
author da Silva, Luis C. M.
author_facet da Silva, Luis C. M.
Milani, Gabriele
Lourenço, Paulo B.
author_role author
author2 Milani, Gabriele
Lourenço, Paulo B.
author2_role author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv da Silva, Luis C. M.
Milani, Gabriele
Lourenço, Paulo B.
dc.subject.por.fl_str_mv Masonry
Homogenization
Macro-element
Micro-modelling
Fragility curves
Latin hypercube sampling
Engenharia e Tecnologia::Engenharia Civil
Science & Technology
topic Masonry
Homogenization
Macro-element
Micro-modelling
Fragility curves
Latin hypercube sampling
Engenharia e Tecnologia::Engenharia Civil
Science & Technology
description Classical Finite-Element and Discrete-Element strategies are expensive to carry when analysing masonry structures in the inelastic range, under a seismic excitation, and considering uncertainty. Their application to the seismic fragility assessment of masonry structures through non-linear time-history analysis becomes thus a challenge. The paper addresses such difficulty by presenting an alternative probabilistic-based numerical strategy. The strategy couples a discrete macro-element model at a structural-scale with a homogenization model at a meso-scale. A probabilistic nature is guaranteed through a forward propagation of uncertainty through loading, material, mechanical, and geometrical parameters. An incremental dynamic analysis is adopted, in which several assumptions decrease the required computational time-costs. A random mechanical response of masonry is provided by numerical homogenization, using Latin hypercube sampling with a non-identity correlation matrix, and only a reduced number of representative random samples are transferred to the macro-scale. The approach was applied to the seismic fragility assessment of an English-bond masonry mock-up. Its effectiveness was demonstrated, and its computational attractiveness highlighted. Results may foster its use within the seismic fragility assessment of larger structures, and the opportunity to better analyze the effect of material and geometric-based uncertainties in the stochastic dynamic response of masonry structures.
publishDate 2023
dc.date.none.fl_str_mv 2023
2023-01-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://hdl.handle.net/1822/88555
url https://hdl.handle.net/1822/88555
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv da Silva, L. C. M., Milani, G., & Lourenço, P. B. (2023, June). Probabilistic-based discrete model for the seismic fragility assessment of masonry structures. Structures. Elsevier BV. http://doi.org/10.1016/j.istruc.2023.04.015
2352-0124
10.1016/j.istruc.2023.04.015
https://www.sciencedirect.com/science/article/pii/S2352012423004885
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Elsevier
publisher.none.fl_str_mv Elsevier
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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