An expert system for predicting aeration performance of weirs by using ANFIS

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dc.contributor.authorBaylar, Ahmet
dc.contributor.authorHanbay, Davut
dc.contributor.authorOzpolat, Emrah
dc.date.accessioned2026-08-12T17:45:15Z
dc.date.issued2008
dc.departmentFırat Üniversitesi
dc.description.abstractA free overfall jet from a weir plunging into downstream water causes entrainment of the air bubbles if the free overfall jet velocity exceeds a certain critical value and hence aeration occurs. This study investigates the free overfall jets from triangular sharp-crested weirs and effect on their air entrainment rate and the aeration efficiency. An expert system based on adaptive network based fuzzy inference system (ANFIS) was obtained for predicting air entrainment rate and aeration efficiency of weirs. The performance of ANFIS model was compared with multi nonlinear and linear regression models. There were good agreements between the measured values and the values obtained using the ANFIS model. (C) 2007 Elsevier Ltd. All rights reserved.
dc.identifier.doi10.1016/j.eswa.2007.08.019
dc.identifier.endpage1222
dc.identifier.issn0957-4174
dc.identifier.issn1873-6793
dc.identifier.issue3
dc.identifier.orcid0000-0003-2594-0114
dc.identifier.orcid0000-0003-2271-7865
dc.identifier.scopus2-s2.0-44949255368
dc.identifier.scopusqualityQ1
dc.identifier.startpage1214
dc.identifier.urihttps://doi.org/10.1016/j.eswa.2007.08.019
dc.identifier.urihttps://hdl.handle.net/11508/60607
dc.identifier.volume35
dc.identifier.wosWOS:000257993700062
dc.identifier.wosqualityQ1
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherPergamon-Elsevier Science Ltd
dc.relation.ispartofExpert Systems with Applications
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_WoS_20260511
dc.subjectANFIS
dc.subjectaeration efficiency
dc.subjectair entrainment rate
dc.subjectweir
dc.titleAn expert system for predicting aeration performance of weirs by using ANFIS
dc.typeArticle

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