An Artificial Neural Network Model for Wastewater Treatment Plant of Konya

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dc.authoridAbdullah Erdal Tümer: 0000-0001-7747-9441
dc.contributor.authorTümer, Abdullah Erdal
dc.contributor.authorEdebali, Serpil
dc.date.accessioned2020-01-18T21:02:55Z
dc.date.available2020-01-18T21:02:55Z
dc.date.issued2015
dc.departmentNEÜ, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümüen_US
dc.description.abstractIn this study, modelling of Konya wastewater treatment plant was studied by using artificial neural network with different architectures in Matlab software. All data were obtained from wastewater treatment plant of Konya during daily records over four month. Treatment efficiency of the plant was determined by taking into account of input values of pH, temperature, COD, TSS and BOD with output values TSS. Performance of the model was compared via the parameters of Mean Squared Error (MSE), and correlation coefficient (R). The suitable architecture of the neural network model is determined after several trial and error steps. According to the modelling study, the ANN can predict the plant performance with correlation coefficient (R) between the observed and predicted output variable reached up to 0.96.en_US
dc.identifier.citationTümer, A. E., Edebali, S. (2015). An Artificial neural network model for Wastewater Treatment Plant of Konya. International Journal of Intelligent Systems and Applications in Engineering, 3, 4, 131-135.
dc.identifier.endpage135en_US
dc.identifier.issn2147-6799en_US
dc.identifier.issn2147-6799en_US
dc.identifier.issue4en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage131en_US
dc.identifier.urihttps://app.trdizin.gov.tr/makale/TVRrek1ESTVPUT09/an-artificial-neural-network-model-for-wastewater-treatment-plant-of-konya
dc.identifier.urihttps://hdl.handle.net/20.500.12452/1364
dc.identifier.volume3en_US
dc.indekslendigikaynakTR-Dizinen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.relation.ispartofInternational Journal of Intelligent Systems and Applications in Engineeringen_US
dc.relation.publicationcategoryMakale - Ulusal Hakemli Dergi - Kurum Öğretim Elemanıen_US]
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectArtificial neural networken_US
dc.subjectModellingen_US
dc.subjectWastewater treatment planten_US
dc.subjectPerformanceen_US
dc.titleAn Artificial Neural Network Model for Wastewater Treatment Plant of Konyaen_US
dc.typeArticleen_US

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