EVALUATION OF ELECTROMAGNETIC FILTRATION EFFICIENCY USING LEAST SQUARES SUPPORT VECTOR MODEL

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dc.authoridABBASOV, Teymuraz/0000-0002-0290-8333
dc.authoridYuceer, Mehmet/0000-0002-2648-3931
dc.contributor.authorYuceer, Mehmet
dc.contributor.authorYildiz, Zehra
dc.contributor.authorAbbasov, Teymuraz
dc.date.accessioned2025-01-06T17:37:36Z
dc.date.available2025-01-06T17:37:36Z
dc.date.issued2015
dc.description.abstractThe present study aims to apply a least squares support vector model (LS-SVM) for predicting cleaning efficiency of an electromagnetic filtration process, also called quality factor, in order to remove corrosion particles (rust) of low concentrations from water media. For this purpose, three statistical parameters: correlation coefficient, root mean squared error and mean absolute percentage error were calculated for evaluating the performance of the LS-SVM model. It was found that the developed LS-SVM can be used to predict the effectiveness of electromagnetic filtration process.
dc.identifier.doi10.5277/ppmp150116
dc.identifier.endpage180
dc.identifier.issn1643-1049
dc.identifier.issn2084-4735
dc.identifier.issue1
dc.identifier.scopus2-s2.0-84924121264
dc.identifier.scopusqualityQ2
dc.identifier.startpage173
dc.identifier.urihttps://doi.org/10.5277/ppmp150116
dc.identifier.urihttps://hdl.handle.net/20.500.14669/2297
dc.identifier.volume51
dc.identifier.wosWOS:000352493800016
dc.identifier.wosqualityQ3
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherOficyna Wydawnicza Politechniki Wroclawskiej
dc.relation.ispartofPhysicochemical Problems of Mineral Processing
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_20241211
dc.subjectelectromagnetic filtration
dc.subjectdisperse systems
dc.subjectsupport vector machine
dc.titleEVALUATION OF ELECTROMAGNETIC FILTRATION EFFICIENCY USING LEAST SQUARES SUPPORT VECTOR MODEL
dc.typeArticle

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