Estimation of modal damping ratio of impact-damped flexible beams using ANFIS

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dc.contributor.authorDeneme, İbrahim Özgür
dc.date.accessioned13.07.201910:50:10
dc.date.accessioned2019-07-16T09:15:01Z
dc.date.available13.07.201910:50:10
dc.date.available2019-07-16T09:15:01Z
dc.date.issued2013
dc.departmentMühendislik Fakültesi
dc.description.abstractThis paper presents the development of adaptive neuro-fuzzy inference systems (ANFIS) model for estimating the modal damping ratio of impact-damped flexible beams. The experimental results obtained from the literature are used as training and testing data for developing the model. Five of six parameters namely the gap, mass, modal amplitude, frequency, and peak value of the imaginary part of the frequency response functions were used as input, whereas the modal damping ratio of impact-damped flexible concrete beams was used as output parameter for the model. The Sugeno-type fuzzy rules were constituted with the Gaussian-type membership functions in the model. In the Sugeno-type fuzzy inference model, the modal damping ratio of impact-damped flexible concrete beams is estimated according to these input parameters. ANFIS model results for modal damping ratio are in good agreement with the experimental results than those obtained from formula presented in the literature.
dc.identifier.doi10.1007/s00521-012-1126-8
dc.identifier.endpage1676en_US
dc.identifier.issn0941-0643
dc.identifier.issn1433-3058
dc.identifier.issue6en_US
dc.identifier.scopusqualityQ1
dc.identifier.startpage1669en_US
dc.identifier.urihttps://doi.org/10.1007/s00521-012-1126-8
dc.identifier.urihttps://hdl.handle.net/20.500.12451/4254
dc.identifier.volume23en_US
dc.identifier.wosWOS:000325809300016
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherSpringer
dc.relation.ispartofNeural Computing & Applications
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectANFIS
dc.subjectModal Damping Ratio
dc.subjectFlexible Beams
dc.titleEstimation of modal damping ratio of impact-damped flexible beams using ANFIS
dc.typeArticle

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