Publicação
Evaluation of code formulations for NSM CFRP bond strength of RC elements
| Resumo: | This paper presents an analytical analysis which intends to verify the accuracy of existing code formulations for predicting the pullout strength of NSM CFRP systems applied to concrete. A database with a limited set of parameters was gathered and two code formulations were tested on it. Then, a new approach was tested. This uses Data Mining algorithms to develop models to predict the pullout strength based on user chosen parameters. The results reveal that existent code formulations aren’t as accurate as expected and that Data Mining can be a sound alternative or, at least, a good complement since it can also help know and understand the key parameters with relevant influence on the pullout strength of such strengthening systems. |
|---|---|
| Autores principais: | Coelho, Mário Rui Freitas |
| Outros Autores: | Sena-Cruz, José; Dias, Salvador J. E.; Miranda, Tiago F. S. |
| Assunto: | NSM CFRP Analytical analysis |
| Ano: | 2013 |
| País: | Portugal |
| Tipo de documento: | comunicação em conferência |
| Tipo de acesso: | acesso aberto |
| Instituição associada: | Universidade do Minho |
| Idioma: | inglês |
| Origem: | RepositóriUM - Universidade do Minho |
| _version_ | 1867438752868073472 |
|---|---|
| author | Coelho, Mário Rui Freitas |
| author2 | Sena-Cruz, José Dias, Salvador J. E. Miranda, Tiago F. S. |
| author2_role | author author author |
| author_facet | Coelho, Mário Rui Freitas Sena-Cruz, José Dias, Salvador J. E. Miranda, Tiago F. S. |
| author_role | author |
| contributor_name_str_mv | RepositóriUM - Universidade do Minho |
| country_str | PT |
| creators_json_txt | [{\"Person.name\":\"Coelho, Mário Rui Freitas\"},{\"Person.name\":\"Sena-Cruz, José\"},{\"Person.name\":\"Dias, Salvador J. E.\"},{\"Person.name\":\"Miranda, Tiago F. S.\"}] |
| datacite.contributors.contributor.contributorName.fl_str_mv | RepositóriUM - Universidade do Minho |
| datacite.creators.creator.creatorName.fl_str_mv | Coelho, Mário Rui Freitas Sena-Cruz, José Dias, Salvador J. E. Miranda, Tiago F. S. |
| datacite.date.Accepted.fl_str_mv | 2013-01-01T00:00:00Z |
| datacite.date.available.fl_str_mv | 2013-09-30T13:25:53Z |
| datacite.date.embargoed.fl_str_mv | 2013-09-30T13:25:53Z |
| datacite.rights.fl_str_mv | http://purl.org/coar/access_right/c_abf2 |
| datacite.subjects.subject.fl_str_mv | NSM CFRP Analytical analysis |
| datacite.titles.title.fl_str_mv | Evaluation of code formulations for NSM CFRP bond strength of RC elements |
| dc.contributor.none.fl_str_mv | RepositóriUM - Universidade do Minho |
| dc.creator.none.fl_str_mv | Coelho, Mário Rui Freitas Sena-Cruz, José Dias, Salvador J. E. Miranda, Tiago F. S. |
| dc.date.Accepted.fl_str_mv | 2013-01-01T00:00:00Z |
| dc.date.available.fl_str_mv | 2013-09-30T13:25:53Z |
| dc.date.embargoed.fl_str_mv | 2013-09-30T13:25:53Z |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | https://hdl.handle.net/1822/25375 |
| dc.language.none.fl_str_mv | eng |
| dc.publisher.none.fl_str_mv | Universidade do Minho |
| dc.rights.none.fl_str_mv | http://purl.org/coar/access_right/c_abf2 |
| dc.subject.none.fl_str_mv | NSM CFRP Analytical analysis |
| dc.title.fl_str_mv | Evaluation of code formulations for NSM CFRP bond strength of RC elements |
| dc.type.none.fl_str_mv | http://purl.org/coar/resource_type/c_5794 |
| description | This paper presents an analytical analysis which intends to verify the accuracy of existing code formulations for predicting the pullout strength of NSM CFRP systems applied to concrete. A database with a limited set of parameters was gathered and two code formulations were tested on it. Then, a new approach was tested. This uses Data Mining algorithms to develop models to predict the pullout strength based on user chosen parameters. The results reveal that existent code formulations aren’t as accurate as expected and that Data Mining can be a sound alternative or, at least, a good complement since it can also help know and understand the key parameters with relevant influence on the pullout strength of such strengthening systems. |
| dirty | 0 |
| eu_rights_str_mv | openAccess |
| format | conferencePaper |
| fulltext.url.fl_str_mv | https://repositorium.uminho.pt/bitstreams/bbbc9927-ccdb-4ffd-a4ac-9e73436f1fe4/download |
| id | rum_13e085ba5cd2e99e422c19f0487d46b3 |
| identifier.url.fl_str_mv | https://hdl.handle.net/1822/25375 |
| instacron_str | repositorium |
| institution | Universidade do Minho |
| instname_str | Universidade do Minho |
| language | eng |
| network_acronym_str | rum |
| network_name_str | RepositóriUM - Universidade do Minho |
| oai_identifier_str | oai:repositorium.uminho.pt:1822/25375 |
| organization_str_mv | urn:organizationAcronym:repositorium |
| person_str_mv | Coelho, Mário Rui Freitas Sena-Cruz, José Dias, Salvador J. E. Miranda, Tiago F. S. |
| publishDate | 2013 |
| publisher.none.fl_str_mv | Universidade do Minho |
| reponame_str | RepositóriUM - Universidade do Minho |
| repository_id_str | urn:repositoryAcronym:rum |
| service_str_mv | urn:repositoryAcronym:rum |
| spelling | engUniversidade do MinhoporThis paper presents an analytical analysis which intends to verify the accuracy of existing code formulations for predicting the pullout strength of NSM CFRP systems applied to concrete. A database with a limited set of parameters was gathered and two code formulations were tested on it. Then, a new approach was tested. This uses Data Mining algorithms to develop models to predict the pullout strength based on user chosen parameters. The results reveal that existent code formulations aren’t as accurate as expected and that Data Mining can be a sound alternative or, at least, a good complement since it can also help know and understand the key parameters with relevant influence on the pullout strength of such strengthening systems.application/pdfporEvaluation of code formulations for NSM CFRP bond strength of RC elementsCoelho, Mário Rui FreitasSena-Cruz, JoséDias, Salvador J. E.Miranda, Tiago F. S.HostingInstitutionOrganizationalRepositóriUM - Universidade do Minhoe-mailmailto:repositorium@usdb.uminho.ptrepositorium@usdb.uminho.pt2013-09-30T13:25:53Z20132013-01-01T00:00:00ZHandlehttps://hdl.handle.net/1822/25375http://purl.org/coar/access_right/c_abf2open accessNSMCFRPAnalytical analysis91571 bytesother research producthttp://purl.org/coar/resource_type/c_5794conference paperhttp://purl.org/coar/access_right/c_abf2application/pdffulltexthttps://repositorium.uminho.pt/bitstreams/bbbc9927-ccdb-4ffd-a4ac-9e73436f1fe4/download |
| spellingShingle | Evaluation of code formulations for NSM CFRP bond strength of RC elements Coelho, Mário Rui Freitas NSM CFRP Analytical analysis |
| status | SINGLETON |
| subject.fl_str_mv | NSM CFRP Analytical analysis |
| title | Evaluation of code formulations for NSM CFRP bond strength of RC elements |
| title_full | Evaluation of code formulations for NSM CFRP bond strength of RC elements |
| title_fullStr | Evaluation of code formulations for NSM CFRP bond strength of RC elements |
| title_full_unstemmed | Evaluation of code formulations for NSM CFRP bond strength of RC elements |
| title_short | Evaluation of code formulations for NSM CFRP bond strength of RC elements |
| title_sort | Evaluation of code formulations for NSM CFRP bond strength of RC elements |
| topic | NSM CFRP Analytical analysis |
| topic_facet | NSM CFRP Analytical analysis |
| url | https://hdl.handle.net/1822/25375 |
| visible | 1 |