Publicação:
Steel bars identification in reinforced concrete structures by using ANN and magnetic fields

dc.contributor.authorDe Alcantara, N. P. [UNESP]
dc.contributor.authorGasparini, M. E L [UNESP]
dc.contributor.institutionUniversidade Estadual Paulista (Unesp)
dc.date.accessioned2014-05-27T11:21:43Z
dc.date.available2014-05-27T11:21:43Z
dc.date.issued2005-12-01
dc.description.abstractThis work proposes a methodology for non destructive testing (NDT) of reinforced concrete structures, using superficial magnetic fields and artificial neural networks, in order to identify the size and position of steel bars, embedded into the concrete. For the purposes of this paper, magnetic induction curves were obtained by using a finite element program. Perceptron Multilayered (PML) ANNs, with Levemberg-Marquardt training algorithm were used. The results presented very good agreement with the expect ones, encouraging the development of real systems based upon the proposed methodology.en
dc.description.affiliationSão Paulo State University
dc.description.affiliationUnespSão Paulo State University
dc.format.extent428-431
dc.identifierhttp://dx.doi.org/10.2529/PIERS041210092825
dc.identifier.citationPIERS 2005 - Progress in Electromagnetics Research Symposium, Proceedings, p. 428-431.
dc.identifier.doi10.2529/PIERS041210092825
dc.identifier.file2-s2.0-47949091143.pdf
dc.identifier.scopus2-s2.0-47949091143
dc.identifier.urihttp://hdl.handle.net/11449/68593
dc.language.isoeng
dc.relation.ispartofPIERS 2005 - Progress in Electromagnetics Research Symposium, Proceedings
dc.rights.accessRightsAcesso aberto
dc.sourceScopus
dc.subjectBackpropagation
dc.subjectBars (metal)
dc.subjectBuilding materials
dc.subjectComposite beams and girders
dc.subjectConcrete buildings
dc.subjectConcrete construction
dc.subjectConcrete testing
dc.subjectElectric fault location
dc.subjectKetones
dc.subjectMagnetic field measurement
dc.subjectMagnetic fields
dc.subjectNondestructive examination
dc.subjectPiers
dc.subjectReinforced concrete
dc.subjectSteel
dc.subjectSteel testing
dc.subjectArtificial neural networks
dc.subjectFinite element programs
dc.subjectMagnetic inductions
dc.subjectMultilayered
dc.subjectNon destructive testing
dc.subjectPerceptron
dc.subjectReal systems
dc.subjectReinforced concrete structures
dc.subjectSteel bars
dc.subjectTraining algorithms
dc.subjectNeural networks
dc.titleSteel bars identification in reinforced concrete structures by using ANN and magnetic fieldsen
dc.typeTrabalho apresentado em evento
dspace.entity.typePublication

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