Reliability based design model for RC beams shear strengthened with NSM FRP

dc.contributor.authorMohammadi, Amirhossein
dc.contributor.authorBarros, Joaquim A. O.
dc.contributor.authorSena-Cruz, José
dc.date.accessioned2026-10-15T11:32:04Z
dc.date.embargo2027-09-01
dc.date.issued2026-09
dc.description.abstractThis paper presents a reliability-based design (RA-based) approach for the shear resistance of reinforced concrete (RC) beams strengthened with near-surface mounted (NSM) carbon fibre–reinforced polymer (CFRP) reinforcement. This approach integrates a semi-empirical model recently developed that couples the truss analogy and the simplified modified com pression field theory within a double-loop iteration scheme. Despite the higher predictive performance of this model over the existing ones, it does not include a reliability framework to allow its use in direct design practice. Therefore, in the present work, this model is adapted to a design-oriented format by introducing characteristic material properties and partial factors in line with Eurocode philosophy and fib recommendations. The statistical variability of material, geometric, and loading parameters is characterised using established probabilistic models, while uncertainties in predicting the effective CFRP strain and the overall shear resistance are quantified through goodness-of-fit testing. Design Assisted by Testing (DAT) is employed to derive characteristic and design values of the effective CFRP strain, leading to a bond-related partial factor γfb for both NSM bars and laminates. The resistance partial factor γR is then calibrated for different target reliability indices using a comprehensive reliability analysis framework employing the First-Order Reliability Method (FORM) with Importance Sampling over an extensively sampled design space and multiple load ratios, enabling assessment across various reliability levels. Both constant and variable forms of γR are derived. The latter is expressed as a function of a combined transverse reinforcement parameter and shown to improve the uniformity of reliability levels across the design domain. The proposed RA-based design model is validated against an experimental database of 114 NSM-CFRP-strengthened beams and illustrated through a detailed design example. A freely available web-based design tool is also provided to facilitate practical application of the model.eng
dc.description.sponsorshipThis work was funded by the R&D project “EasyWall – Development of an innovative EPS-RC multifunctional sandwich panel solution for fast, efficient and sustainable construction” (project no. 18500; operation code COMPETE2030-FEDER-01491400), co-funded by the Program for the Innovation and Digital Transition (COMPETE 2030), Portugal 2030, and the European Union through FEDER. The authors also acknowledge support from FCT/MCTES through the R&D Unit Institute for Sustainability and Innovation in Structural Engineering (ISISE) , under references UID/04029/2025, UID/PRR/04029/2025, and UID/PRR2/04029/2025, and through the Associate Laboratory Advanced Production and Intelligent Systems (ARISE), under reference LA/P/0112/2020
dc.distributioninternational
dc.identifier.articlenumber102723
dc.identifier.doi10.1016/j.strusafe.2026.102723
dc.identifier.eissn1879-3355
dc.identifier.issn0167-4730
dc.identifier.urihttps://hdl.handle.net/1822/104030
dc.language.isoeng
dc.peerreviewedyes
dc.publisherElsevier
dc.relationInstitute for Sustainability and Innovation in Structural Engineering (UID/04029/2025)
dc.relationAdvanced Production and Intelligent Systems [LA/P/0112/2020]
dc.relationInstitute for Sustainability and Innovation in Structural Engineering [UID/PRR/04029/2025]
dc.relation.hasversionhttps://www.sciencedirect.com/science/article/pii/S0167473026000378
dc.relation.ispartofStructural Safety
dc.rightsembargoedAccess (1 Year)
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectDesign Model
dc.subjectReinforced concrete (RC) beam
dc.subjectShear resistance
dc.subjectNear-surface mounted (NSM)
dc.subjectCarbon fibre–reinforced polymer (CFRP)
dc.subjectReliability Analysis (RA)
dc.subject.fosEngenharia e Tecnologia::Engenharia Civil
dc.subject.odsIndústria, inovação e infraestruturas
dc.titleReliability based design model for RC beams shear strengthened with NSM FRPeng
dc.typearticle
dspace.entity.typePublication
oaire.awardNumberUID/04029/2025
oaire.awardNumberLA/P/0112/2020
oaire.awardNumberUID/PRR/04029/2025
oaire.awardTitleInstitute for Sustainability and Innovation in Structural Engineering (UID/04029/2025)
oaire.awardTitleAdvanced Production and Intelligent Systems [LA/P/0112/2020]
oaire.awardTitleInstitute for Sustainability and Innovation in Structural Engineering [UID/PRR/04029/2025]
oaire.awardURIhttps://hdl.handle.net/1822/100448
oaire.awardURIhttps://hdl.handle.net/1822/97535
oaire.awardURIhttps://hdl.handle.net/1822/100445
oaire.citation.volume122
oaire.citationVolume122por
oaire.funderIdentifierhttp://doi.org/10.13039/501100001871
oaire.funderIdentifierhttp://doi.org/10.13039/501100001871
oaire.funderIdentifierhttp://doi.org/10.13039/501100001871
oaire.funderNameFundação para a Ciência e a Tecnologia, I.P.
oaire.funderNameFundação para a Ciência e a Tecnologia, I.P.
oaire.funderNameFundação para a Ciência e a Tecnologia, I.P.
oaire.fundingStreamAvaliação UID 2023/2024
oaire.fundingStreamConcurso para Atribuição do Estatuto e Financiamento de Laboratórios Associados (LA)
oaire.fundingStreamAvaliação UID 2023/2024 PRR
oaire.versionhttp://purl.org/coar/version/c_ab4af688f83e57aa
relation.isProjectOfPublication5da60dcf-4ac3-4fbf-b8dd-a2ba4acedd6f
relation.isProjectOfPublication3959633d-5d07-4df3-80e7-77956772f5bf
relation.isProjectOfPublication42136920-b16c-4537-b2db-95dab81f6e75
relation.isProjectOfPublication.latestForDiscovery5da60dcf-4ac3-4fbf-b8dd-a2ba4acedd6f
sdum.journalStructural Safety

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