Implementation of a condition monitoring strategy for the Monastery of Salzedas, Portugal: challenges and optimisation

Detalhes bibliográficos
Autor(a) principal: Vila-Chã, Eduarda
Data de Publicação: 2023
Outros Autores: Barontini, Alberto, 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/1822/86768
Resumo: The implementation of condition monitoring for damage identification and the generation of a reliable digital twin are essential elements of preventive conservation. The application of this promising approach to Cultural Heritage (CH) sites is deemed truly beneficial, constituting a minimally invasive mitigation strategy and a cost-effective decision-making tool. In this light, the present work focuses on establishing an informative virtual model as a platform for the conservation of the monastery of Santa Maria de Salzedas, a CH building located in the north of Portugal. The platform is the first step towards the generation of the digital twin and is populated with existing documentation as well as new information collected within the scope of an inspection and diagnosis programme. At this stage, the virtual model encompasses the main cloister, whose structural condition and safety raised concerns in the past and required the implementation of urgent remedial measures. In the definition of a vibration-based condition monitoring strategy for the south wing of the cloister, five modes were identified by carrying out an extensive dynamic identification. Nonetheless, significant challenges emerged due to the low amplitude of the ambient-induced vibrations and the intrusiveness of the activities. To this end, a data-driven Optimal Sensor Placement (OSP) approach was followed, testing and comparing five heuristic methods to define a good trade-off between the number of sensors and the quality of the collected information. The results showed that these algorithms for OSP allow the selection of sensor locations with good signal strength.
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spelling Implementation of a condition monitoring strategy for the Monastery of Salzedas, Portugal: challenges and optimisationMasonryBuilt heritage conservationFoundation settlementDigital twinDynamic identificationOperational modal analysisAmbient vibration testOptimal sensor placementVibration-based monitoringScience & TechnologyThe implementation of condition monitoring for damage identification and the generation of a reliable digital twin are essential elements of preventive conservation. The application of this promising approach to Cultural Heritage (CH) sites is deemed truly beneficial, constituting a minimally invasive mitigation strategy and a cost-effective decision-making tool. In this light, the present work focuses on establishing an informative virtual model as a platform for the conservation of the monastery of Santa Maria de Salzedas, a CH building located in the north of Portugal. The platform is the first step towards the generation of the digital twin and is populated with existing documentation as well as new information collected within the scope of an inspection and diagnosis programme. At this stage, the virtual model encompasses the main cloister, whose structural condition and safety raised concerns in the past and required the implementation of urgent remedial measures. In the definition of a vibration-based condition monitoring strategy for the south wing of the cloister, five modes were identified by carrying out an extensive dynamic identification. Nonetheless, significant challenges emerged due to the low amplitude of the ambient-induced vibrations and the intrusiveness of the activities. To this end, a data-driven Optimal Sensor Placement (OSP) approach was followed, testing and comparing five heuristic methods to define a good trade-off between the number of sensors and the quality of the collected information. The results showed that these algorithms for OSP allow the selection of sensor locations with good signal strength.This work was partly financed by FCT/MCTES through national funds (PIDDAC) under the R&D Unit Institute for Sustainability and Innovation in Structural Engineering (ISISE), under reference UIDB/04029/2020, and under the Associate Laboratory Advanced Production and Intelligent Systems ARISE, under reference LA/P/0112/2020.Multidisciplinary Digital Publishing Institute (MDPI)Universidade do MinhoVila-Chã, EduardaBarontini, AlbertoLourenço, Paulo B.2023-03-092023-03-09T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/1822/86768engVila-Chã, E.; Barontini, A.; Lourenço, P.B. Implementation of a Condition Monitoring Strategy for the Monastery of Salzedas, Portugal: Challenges and Optimisation. Buildings 2023, 13, 719. https://doi.org/10.3390/buildings130307192075-530910.3390/buildings13030719719https://www.mdpi.com/2075-5309/13/3/719info: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:RCAAP2023-10-14T01:21:33Zoai:repositorium.sdum.uminho.pt:1822/86768Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T20:35:28.713880Repositório 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 Implementation of a condition monitoring strategy for the Monastery of Salzedas, Portugal: challenges and optimisation
title Implementation of a condition monitoring strategy for the Monastery of Salzedas, Portugal: challenges and optimisation
spellingShingle Implementation of a condition monitoring strategy for the Monastery of Salzedas, Portugal: challenges and optimisation
Vila-Chã, Eduarda
Masonry
Built heritage conservation
Foundation settlement
Digital twin
Dynamic identification
Operational modal analysis
Ambient vibration test
Optimal sensor placement
Vibration-based monitoring
Science & Technology
title_short Implementation of a condition monitoring strategy for the Monastery of Salzedas, Portugal: challenges and optimisation
title_full Implementation of a condition monitoring strategy for the Monastery of Salzedas, Portugal: challenges and optimisation
title_fullStr Implementation of a condition monitoring strategy for the Monastery of Salzedas, Portugal: challenges and optimisation
title_full_unstemmed Implementation of a condition monitoring strategy for the Monastery of Salzedas, Portugal: challenges and optimisation
title_sort Implementation of a condition monitoring strategy for the Monastery of Salzedas, Portugal: challenges and optimisation
author Vila-Chã, Eduarda
author_facet Vila-Chã, Eduarda
Barontini, Alberto
Lourenço, Paulo B.
author_role author
author2 Barontini, Alberto
Lourenço, Paulo B.
author2_role author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Vila-Chã, Eduarda
Barontini, Alberto
Lourenço, Paulo B.
dc.subject.por.fl_str_mv Masonry
Built heritage conservation
Foundation settlement
Digital twin
Dynamic identification
Operational modal analysis
Ambient vibration test
Optimal sensor placement
Vibration-based monitoring
Science & Technology
topic Masonry
Built heritage conservation
Foundation settlement
Digital twin
Dynamic identification
Operational modal analysis
Ambient vibration test
Optimal sensor placement
Vibration-based monitoring
Science & Technology
description The implementation of condition monitoring for damage identification and the generation of a reliable digital twin are essential elements of preventive conservation. The application of this promising approach to Cultural Heritage (CH) sites is deemed truly beneficial, constituting a minimally invasive mitigation strategy and a cost-effective decision-making tool. In this light, the present work focuses on establishing an informative virtual model as a platform for the conservation of the monastery of Santa Maria de Salzedas, a CH building located in the north of Portugal. The platform is the first step towards the generation of the digital twin and is populated with existing documentation as well as new information collected within the scope of an inspection and diagnosis programme. At this stage, the virtual model encompasses the main cloister, whose structural condition and safety raised concerns in the past and required the implementation of urgent remedial measures. In the definition of a vibration-based condition monitoring strategy for the south wing of the cloister, five modes were identified by carrying out an extensive dynamic identification. Nonetheless, significant challenges emerged due to the low amplitude of the ambient-induced vibrations and the intrusiveness of the activities. To this end, a data-driven Optimal Sensor Placement (OSP) approach was followed, testing and comparing five heuristic methods to define a good trade-off between the number of sensors and the quality of the collected information. The results showed that these algorithms for OSP allow the selection of sensor locations with good signal strength.
publishDate 2023
dc.date.none.fl_str_mv 2023-03-09
2023-03-09T00:00:00Z
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/1822/86768
url https://hdl.handle.net/1822/86768
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Vila-Chã, E.; Barontini, A.; Lourenço, P.B. Implementation of a Condition Monitoring Strategy for the Monastery of Salzedas, Portugal: Challenges and Optimisation. Buildings 2023, 13, 719. https://doi.org/10.3390/buildings13030719
2075-5309
10.3390/buildings13030719
719
https://www.mdpi.com/2075-5309/13/3/719
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 Multidisciplinary Digital Publishing Institute (MDPI)
publisher.none.fl_str_mv Multidisciplinary Digital Publishing Institute (MDPI)
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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