Predicting the effect of adherend dimensions on the strength of adhesively bonded joints using M5P and M5 classifiers

Basit Öğe Kaydı
dc.authoridAYAZ, Yaşar/0000-0002-1089-0700
dc.authorwosidAYAZ, Yaşar/ABG-8694-2020
dc.contributor.authorAyaz, Yasar
dc.date.accessioned2024-08-04T20:48:47Z
dc.date.available2024-08-04T20:48:47Z
dc.date.issued2020
dc.departmentİnönü Üniversitesien_US
dc.description.abstractThe configuration of adhesive bonding, especially adhesive-adherent interface, is very important in adhesive bonding. Adherend thickness, overlap length and adherend width have a great effect on failure load. It is important to know the effect of these parameters in the estimation of failure load. In this study, two models based on data mining techniques were generated for the estimation of the effect of adherend thickness, width and overlap length on failure load in adhesively bonding joints. One of the models is based on the M5P model tree and the other is based on the M5 rule algorithm. Experimental data were used to evaluate the performance of the models. The correlation coefficient parameter was used to compare the models' performance. The evaluated correlation coefficient is 93% for the M5P model tree and 96% for the M5 rule.en_US
dc.identifier.doi10.1007/s40430-020-02547-4
dc.identifier.issn1678-5878
dc.identifier.issn1806-3691
dc.identifier.issue9en_US
dc.identifier.scopus2-s2.0-85089304235en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.urihttps://doi.org/10.1007/s40430-020-02547-4
dc.identifier.urihttps://hdl.handle.net/11616/99454
dc.identifier.volume42en_US
dc.identifier.wosWOS:000562729800005en_US
dc.identifier.wosqualityQ2en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherSpringer Heidelbergen_US
dc.relation.ispartofJournal of The Brazilian Society of Mechanical Sciences and Engineeringen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectAdhesivesen_US
dc.subjectAdhesively bonded jointsen_US
dc.subjectData miningen_US
dc.subjectM5P model treeen_US
dc.subjectM5 ruleen_US
dc.titlePredicting the effect of adherend dimensions on the strength of adhesively bonded joints using M5P and M5 classifiersen_US
dc.typeArticleen_US

Dosyalar

Koleksiyon

WoS İndeksli Yayınlar Koleksiyonu
Scopus İndeksli Yayınlar Koleksiyonu