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A Study on Nutrient Removal From Municipal Wastewater by Struvite Formation Using Taguchi's Design of Experiments

dc.contributor.author Uludag-Demirer, Sibel
dc.contributor.authorID 45685 tr_TR
dc.contributor.other 06.04. Endüstri Mühendisliği
dc.contributor.other 06. Mühendislik Fakültesi
dc.contributor.other 01. Çankaya Üniversitesi
dc.date.accessioned 2016-04-28T10:39:11Z
dc.date.accessioned 2025-09-18T15:44:13Z
dc.date.available 2016-04-28T10:39:11Z
dc.date.available 2025-09-18T15:44:13Z
dc.date.issued 2008
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. en_US
dc.description.publishedMonth 2
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 en_US
dc.identifier.doi 10.1089/ees.2006.0168
dc.identifier.issn 1092-8758
dc.identifier.issn 1557-9018
dc.identifier.scopus 2-s2.0-38549155503
dc.identifier.uri https://doi.org/10.1089/ees.2006.0168
dc.identifier.uri https://hdl.handle.net/20.500.12416/14200
dc.language.iso en en_US
dc.publisher Mary Ann Liebert, inc en_US
dc.rights info:eu-repo/semantics/closedAccess en_US
dc.subject Nutrient Removal en_US
dc.subject Municipal Wastewater en_US
dc.subject Struvite en_US
dc.subject Taguchi en_US
dc.title A Study on Nutrient Removal From Municipal Wastewater by Struvite Formation Using Taguchi's Design of Experiments en_US
dc.title A study on nutrient removal from municipal wastewater by struvite formation using Taguchi's design of experiments tr_TR
dc.type Article en_US
dspace.entity.type Publication
gdc.author.institutional Demirer, Sibel
gdc.author.scopusid 6602330041
gdc.description.department Çankaya University en_US
gdc.description.departmenttemp Cankaya Univ, Dept Ind Engn, TR-06530 Ankara, Turkey en_US
gdc.description.endpage 10 en_US
gdc.description.issue 1 en_US
gdc.description.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı en_US
gdc.description.scopusquality Q3
gdc.description.startpage 1 en_US
gdc.description.volume 25 en_US
gdc.description.woscitationindex Science Citation Index Expanded
gdc.description.wosquality Q4
gdc.identifier.openalex W2057290156
gdc.identifier.wos WOS:000252772900001
gdc.openalex.fwci 4.27873158
gdc.openalex.normalizedpercentile 0.93
gdc.openalex.toppercent TOP 10%
gdc.opencitations.count 16
gdc.plumx.crossrefcites 7
gdc.plumx.mendeley 22
gdc.plumx.scopuscites 18
gdc.scopus.citedcount 18
gdc.wos.citedcount 18
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