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A study on nutrient removal from municipal wastewater by struvite formation using Taguchi's design of experiments

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dc.contributor.author Uludağ Demirer, Sibel
dc.date.accessioned 2016-04-28T10:39:11Z
dc.date.available 2016-04-28T10:39:11Z
dc.date.issued 2008-02
dc.identifier.citation Uludağ Demirer, S. (2008). A study on nutrient removal from municipal wastewater by struvite formation using Taguchi's design of experiments. Environmental Engineering Science, 25(1), 1-10 http://dx.doi.org/10.1089/ees.2006.0168 tr_TR
dc.identifier.issn 1092-8758
dc.identifier.uri http://hdl.handle.net/20.500.12416/930
dc.description.abstract The aim of this study is to investigate the removal of NH4+-N and PO43--P from the municipal wastewater by struvite (MgNH4PO4.6H(2)O) formation. The optimization of the NH4+-N and PO43--P removals is made by changing the total concentrations of struvite forming ions (Mg2+, NH4+, PO43-) and pH of the wastewater. The experimental design was made using Taguchi's L-9(3(4)) orthogonal array technique in the first stage of the study. The conditions yielding maximum removals of NH4+-N and PO43--P are found as molar concentration ratio of Mg:N:P of 2:2:2 and 3:3:2, respectively, using the signal-to-noise (S/N) ratio of experimental results. The removal of NH4+-N followed the stoichiometry of struvite formation, while PO43--P removal required the excess amount of Mg2+. The pH of wastewater in which the maximum NH4+-N and PO43--P removals are observed was 9.0. All of the factors tested influenced the removal of NH4+-N opposite to the removal Of PO43--P, in which the concentration of NH4+-N was found insignificant statistically. Therefore, the addition of NH4+ ion is eliminated and Taguchi's L-4(2(3)) orthogonal array was used in the second stage of experimental study. The molar concentration ratios of struvite forming ions (Mg:N:P) were found to be as 1:1:1 and 2:1:1 for maximum NH4+-N and PO43--P removals at the levels of 52.4 and 67.7%, respectively, at pH 9.0 using the S/N ratios of experimental results. The performance of proposed method in removing NH4+-N and PO43--P and foreseen problems related with effluent quality is discussed tr_TR
dc.language.iso eng tr_TR
dc.publisher Mary Ann Liebert Inc tr_TR
dc.relation.isversionof 10.1089/ees.2006.0168 tr_TR
dc.rights info:eu-repo/semantics/closedAccess
dc.subject Nutrient Removal tr_TR
dc.subject Municipal Wastewater tr_TR
dc.subject Struvite tr_TR
dc.subject Taguchi tr_TR
dc.title A study on nutrient removal from municipal wastewater by struvite formation using Taguchi's design of experiments tr_TR
dc.type article tr_TR
dc.relation.journal Environmental Engineering Science tr_TR
dc.contributor.authorID 45685 tr_TR
dc.identifier.volume 25 tr_TR
dc.identifier.issue 1 tr_TR
dc.identifier.startpage 1 tr_TR
dc.identifier.endpage 10 tr_TR
dc.contributor.department Çankaya Üniversitesi, Mühendislik Fakültesi, Endüstri Mühendisliği Bölümü tr_TR


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