Prediction of Discharge Capacity over Two-Cycle Labyrinth Side Weir Using ANFIS

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dc.authoridKayisli, Korhan/0000-0001-8456-1478
dc.authoridAydin, Mehmet Cihan/0000-0002-5477-1033
dc.contributor.authorAydin, M. Cihan
dc.contributor.authorKayisli, Korhan
dc.date.accessioned2024-09-11T19:51:26Z
dc.date.available2024-09-11T19:51:26Z
dc.date.issued2016
dc.departmentİstanbul Gelişim Üniversitesien_US
dc.description.abstractPhysical and mathematical models widely used in hydraulic engineering are not always effective in practice. Numerical methods such as the adaptive neuro fuzzy inference system (ANFIS) can be quite useful for estimating the key parameters, especially for complex and multivariate mathematical models. The aim of this study is to determine the discharge coefficients of labyrinth side weirs with two cycles using an experiment setup and ANFIS. Estimation of the discharge efficiency of the side weir has been achieved by using 285 laboratory data sets. The results of ANFIS functions and multiple nonlinear regression (MNLR) analysis were compared with experimental results. It is shown that two ANFIS functions, trimf and gbellmf, give the best estimations, and therefore this technique can be used effectively in practice. (C) 2016 American Society of Civil Engineers.en_US
dc.description.sponsorshipScientific and Technological Research Council of Turkey (TUBITAK)en_US
dc.description.sponsorshipWe thank the authors of Emiroglu et al. (2010a) and the Scientific and Technological Research Council of Turkey (TUBITAK) who supported this experimental study.en_US
dc.identifier.doi10.1061/(ASCE)IR.1943-4774.0001006
dc.identifier.issn0733-9437
dc.identifier.issn1943-4774
dc.identifier.issue5en_US
dc.identifier.scopus2-s2.0-84964766037en_US
dc.identifier.urihttps://doi.org/10.1061/(ASCE)IR.1943-4774.0001006
dc.identifier.urihttps://hdl.handle.net/11363/7787
dc.identifier.volume142en_US
dc.identifier.wosWOS:000374758000007en_US
dc.identifier.wosqualityQ2en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.language.isoenen_US
dc.publisherAsce-Amer Soc Civil Engineersen_US
dc.relation.ispartofJournal of Irrigation And Drainage Engineeringen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.snmz20240903_Gen_US
dc.subjectLabyrinth side weiren_US
dc.subjectDischarge coefficienten_US
dc.subjectTwo cyclesen_US
dc.subjectAdaptive neuro fuzzy inference system (ANFIS)en_US
dc.titlePrediction of Discharge Capacity over Two-Cycle Labyrinth Side Weir Using ANFISen_US
dc.typeArticleen_US

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