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Optimization of several hydrodynamic and non-hydrodynamic operating parameters in treatment of synthetic wastewater containing wheat starch in a sequencing batch reactor (SBR) using response surface methodology
Synthetic wastewater containing wheat starch was treated using sequencing batch reactor (SBR) system working with bio sludge extracted from cow dung. In the first stage, full factorial design was used to investigate the impact of four hydrodynamic variables on process responses and optimum condition...
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Published in: | Desalination and water treatment 2016-11, Vol.57 (51), p.24240-24256 |
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description | Synthetic wastewater containing wheat starch was treated using sequencing batch reactor (SBR) system working with bio sludge extracted from cow dung. In the first stage, full factorial design was used to investigate the impact of four hydrodynamic variables on process responses and optimum condition was detected. In the second stage, the most important hydrodynamic factor together with four different factors comprised a new design based on the response surface methodology and central composition design. Removal efficiency of starch (COD removal), effluent, and sludge quality were assessed as process responses. Impeller diameter and reactor geometry did not show strong impact on responses. Both designs showed superior results in predicting SBR performance. The analyses revealed that interactions between variables are crucially important and should be accounted in wastewater management. Moreover, it was attained that independent factors have diverse effects on responses which intensifies the necessity of optimization on all dependent parameters. In the optimum condition of the second design, COD removal of 92%, TSS of 38 mg/L, and SVI of 57 ml/g were obtained. |
doi_str_mv | 10.1080/19443994.2016.1141372 |
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In the first stage, full factorial design was used to investigate the impact of four hydrodynamic variables on process responses and optimum condition was detected. In the second stage, the most important hydrodynamic factor together with four different factors comprised a new design based on the response surface methodology and central composition design. Removal efficiency of starch (COD removal), effluent, and sludge quality were assessed as process responses. Impeller diameter and reactor geometry did not show strong impact on responses. Both designs showed superior results in predicting SBR performance. The analyses revealed that interactions between variables are crucially important and should be accounted in wastewater management. Moreover, it was attained that independent factors have diverse effects on responses which intensifies the necessity of optimization on all dependent parameters. 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In the optimum condition of the second design, COD removal of 92%, TSS of 38 mg/L, and SVI of 57 ml/g were obtained.</description><subject>Batch reactors</subject><subject>Cattle manure</subject><subject>Design analysis</subject><subject>Design engineering</subject><subject>Dung</subject><subject>Fluid dynamics</subject><subject>Fluid flow</subject><subject>Full factorial design</subject><subject>Hydrodynamics</subject><subject>Optimization</subject><subject>Reactors</subject><subject>RSM</subject><subject>SBR</subject><subject>Sludge</subject><subject>Starch</subject><subject>Starches</subject><subject>Synthetic starch wastewater</subject><subject>Triticum aestivum</subject><subject>Wastewater management</subject><subject>Wheat</subject><issn>1944-3986</issn><issn>1944-3994</issn><issn>1944-3986</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><recordid>eNqNkstu1TAURSMEElXpJyBZYlIG9-JnEo8QVOUhVarEY2w59knjKrGD7fQqfCZfhMMtEjChntg6Xnv72N5V9ZzgPcEtfkUk50xKvqeY1HtCOGENfVSdbPUdk239-I_10-ospVtchuCN4PSk-nE9Zze57zq74FHoUYI7iHpEw2pjsKvXkzNIe4t88Lu_imEuYHb-Bs066gkyxIScRzmCzhP4_Mtu9XmAXPCDThkOulDIBJ-185v0MBQYpayjGTaxLg18W8CbbbPTuVSLnckhovPPbz-9REvadiKkOfgEKC2x1wZQOX4INozhZn1WPen1mODsfj6tvr67_HLxYXd1_f7jxZurneGszjtDqcSmNSD7rukF45hKwiiXwgqBZScakFrQxna1tYYZ3DVdb2RNW4ab1tbstDo_-s4xlJZTVpNLBsZRewhLUkQSKQWTpHkAijkVBPMHoaQRpd0NffEPehuW6MudFWmpoIwyTAsljpSJIaUIvZqjm3RcFcFqi5D6HSG1RUjdR6joXh91UN7wzkFUybjyMWBdBJOVDe4_Dj8BN3bRPA</recordid><startdate>201611</startdate><enddate>201611</enddate><creator>Zeynali, Vahid</creator><creator>Sargolzaei, Javad</creator><creator>Moghaddam, Amin Hedayati</creator><general>Elsevier Inc</general><general>Elsevier Limited</general><scope>6I.</scope><scope>AAFTH</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QH</scope><scope>7QL</scope><scope>7QO</scope><scope>7ST</scope><scope>7T7</scope><scope>7TN</scope><scope>7UA</scope><scope>8FD</scope><scope>C1K</scope><scope>F1W</scope><scope>FR3</scope><scope>H96</scope><scope>H97</scope><scope>KR7</scope><scope>L.G</scope><scope>M7N</scope><scope>P64</scope><scope>SOI</scope><scope>7TG</scope><scope>KL.</scope></search><sort><creationdate>201611</creationdate><title>Optimization of several hydrodynamic and non-hydrodynamic operating parameters in treatment of synthetic wastewater containing wheat starch in a sequencing batch reactor (SBR) using response surface methodology</title><author>Zeynali, Vahid ; 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subjects | Batch reactors Cattle manure Design analysis Design engineering Dung Fluid dynamics Fluid flow Full factorial design Hydrodynamics Optimization Reactors RSM SBR Sludge Starch Starches Synthetic starch wastewater Triticum aestivum Wastewater management Wheat |
title | Optimization of several hydrodynamic and non-hydrodynamic operating parameters in treatment of synthetic wastewater containing wheat starch in a sequencing batch reactor (SBR) using response surface methodology |
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