CUT DIAMETER OF CYCLONE SEPARATORS: PART I. MULTIPLE NONLINEAR REGRESSION

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dc.contributor.authorDemir, Selami
dc.contributor.authorKaradeniz, Aykut
dc.contributor.authorUlutas, Kadir
dc.date.accessioned2024-09-29T16:12:16Z
dc.date.available2024-09-29T16:12:16Z
dc.date.issued2020
dc.departmentKarabük Üniversitesien_US
dc.description.abstractPressure drop and particle collection efficiency are the two operating parameters for assessing the performance of cyclone separators. Although a great number of practical models exists for predicting the cyclone pressure drop in the design phase, models for estimating particle collection efficiency is very limited. In this study, an improved mathematical model for calculating cut diameter in cyclone separators, which is a measure of particle collection efficiency, was developed based on Lapple's formula. Modified Lapple's formula represents the cut diameters with R-2 = 0.9969 and relative mean square error (RMSE) of 2.533*10(-9). Also, a new empirical regression model was proposed (R-2 = 0.9619). The average errors of both models were very close to zero. Performance tests indicated that both models can be used confidently to predict cut diameter in cyclone separators.en_US
dc.description.sponsorshipScientific and Technological Research Council of Turkey (TUBITAK) [116Y061]en_US
dc.description.sponsorshipThe authors would like to acknowledge the financial support of the Scientific and Technological Research Council of Turkey (TUBITAK) under the project no. 116Y061, experimental collection efficiencies from which is used for calibrating the CFD model.en_US
dc.identifier.endpage622en_US
dc.identifier.issn1304-7205
dc.identifier.issn1304-7191
dc.identifier.issue2en_US
dc.identifier.startpage613en_US
dc.identifier.urihttps://hdl.handle.net/20.500.14619/8623
dc.identifier.volume38en_US
dc.identifier.wosWOS:000545364300009en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.language.isoenen_US
dc.publisherYildiz Technical Univen_US
dc.relation.ispartofSigma Journal of Engineering and Natural Sciences-Sigma Muhendislik Ve Fen Bilimleri Dergisien_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectCut diameteren_US
dc.subjectcyclone separatorsen_US
dc.subjectmultiple nonlinear regressionen_US
dc.subjectparticle collection efficiencyen_US
dc.titleCUT DIAMETER OF CYCLONE SEPARATORS: PART I. MULTIPLE NONLINEAR REGRESSIONen_US
dc.typeArticleen_US

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