Cargando…
Multiple response optimization of the coagulation process for upgrading the quality of effluent from municipal wastewater treatment plant
To meet the high quality standard of receiving water, the coagulation process using polyferric chloride (PFC) was used to further improve the water quality of effluent from wastewater treatment plants. Uniform design (UD) coupled with response surface methodology (RSM) was adopted to assess the effe...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2016
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4870683/ https://www.ncbi.nlm.nih.gov/pubmed/27189652 http://dx.doi.org/10.1038/srep26115 |
_version_ | 1782432475674312704 |
---|---|
author | Li, Na Hu, Yi Lu, Yong-Ze Zeng, Raymond J. Sheng, Guo-Ping |
author_facet | Li, Na Hu, Yi Lu, Yong-Ze Zeng, Raymond J. Sheng, Guo-Ping |
author_sort | Li, Na |
collection | PubMed |
description | To meet the high quality standard of receiving water, the coagulation process using polyferric chloride (PFC) was used to further improve the water quality of effluent from wastewater treatment plants. Uniform design (UD) coupled with response surface methodology (RSM) was adopted to assess the effects of the main influence factors: coagulant dosage, pH and basicity, on the removal of total organic carbon (TOC), NH(4)(+)-N and PO(4)(3−)-P. A desirability function approach was used to effectively optimize the coagulation process for the comprehensive removal of TOC, NH(4)(+)-N and PO(4)(3−)-P to upgrade the effluent quality in practical application. The optimized operating conditions were: dosage 28 mg/L, pH 8.5 and basicity 0.001. The corresponding removal efficiencies for TOC, NH(4)(+)-N and PO(4)(3−)-P were 77.2%, 94.6% and 20.8%, respectively. More importantly, the effluent quality could upgrade to surface water Class V of China through coagulation under optimal region. In addition, grey relational analysis (GRA) prioritized these three factors as: pH > basicity > dosage (for TOC), basicity > dosage > pH (for NH(4)(+)-N), pH > dosage > basicity (for PO(4)(3−)-P), which would help identify the most important factor to control the treatment efficiency of various effluent quality indexes by PFC coagulation. |
format | Online Article Text |
id | pubmed-4870683 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-48706832016-06-01 Multiple response optimization of the coagulation process for upgrading the quality of effluent from municipal wastewater treatment plant Li, Na Hu, Yi Lu, Yong-Ze Zeng, Raymond J. Sheng, Guo-Ping Sci Rep Article To meet the high quality standard of receiving water, the coagulation process using polyferric chloride (PFC) was used to further improve the water quality of effluent from wastewater treatment plants. Uniform design (UD) coupled with response surface methodology (RSM) was adopted to assess the effects of the main influence factors: coagulant dosage, pH and basicity, on the removal of total organic carbon (TOC), NH(4)(+)-N and PO(4)(3−)-P. A desirability function approach was used to effectively optimize the coagulation process for the comprehensive removal of TOC, NH(4)(+)-N and PO(4)(3−)-P to upgrade the effluent quality in practical application. The optimized operating conditions were: dosage 28 mg/L, pH 8.5 and basicity 0.001. The corresponding removal efficiencies for TOC, NH(4)(+)-N and PO(4)(3−)-P were 77.2%, 94.6% and 20.8%, respectively. More importantly, the effluent quality could upgrade to surface water Class V of China through coagulation under optimal region. In addition, grey relational analysis (GRA) prioritized these three factors as: pH > basicity > dosage (for TOC), basicity > dosage > pH (for NH(4)(+)-N), pH > dosage > basicity (for PO(4)(3−)-P), which would help identify the most important factor to control the treatment efficiency of various effluent quality indexes by PFC coagulation. Nature Publishing Group 2016-05-18 /pmc/articles/PMC4870683/ /pubmed/27189652 http://dx.doi.org/10.1038/srep26115 Text en Copyright © 2016, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Li, Na Hu, Yi Lu, Yong-Ze Zeng, Raymond J. Sheng, Guo-Ping Multiple response optimization of the coagulation process for upgrading the quality of effluent from municipal wastewater treatment plant |
title | Multiple response optimization of the coagulation process for upgrading the quality of effluent from municipal wastewater treatment plant |
title_full | Multiple response optimization of the coagulation process for upgrading the quality of effluent from municipal wastewater treatment plant |
title_fullStr | Multiple response optimization of the coagulation process for upgrading the quality of effluent from municipal wastewater treatment plant |
title_full_unstemmed | Multiple response optimization of the coagulation process for upgrading the quality of effluent from municipal wastewater treatment plant |
title_short | Multiple response optimization of the coagulation process for upgrading the quality of effluent from municipal wastewater treatment plant |
title_sort | multiple response optimization of the coagulation process for upgrading the quality of effluent from municipal wastewater treatment plant |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4870683/ https://www.ncbi.nlm.nih.gov/pubmed/27189652 http://dx.doi.org/10.1038/srep26115 |
work_keys_str_mv | AT lina multipleresponseoptimizationofthecoagulationprocessforupgradingthequalityofeffluentfrommunicipalwastewatertreatmentplant AT huyi multipleresponseoptimizationofthecoagulationprocessforupgradingthequalityofeffluentfrommunicipalwastewatertreatmentplant AT luyongze multipleresponseoptimizationofthecoagulationprocessforupgradingthequalityofeffluentfrommunicipalwastewatertreatmentplant AT zengraymondj multipleresponseoptimizationofthecoagulationprocessforupgradingthequalityofeffluentfrommunicipalwastewatertreatmentplant AT shengguoping multipleresponseoptimizationofthecoagulationprocessforupgradingthequalityofeffluentfrommunicipalwastewatertreatmentplant |