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Application of response surface methodology for optimization of natural organic matter degradation by UV/H(2)O(2) advanced oxidation process
BACKGROUND: In this research, the removal of natural organic matter from aqueous solutions using advanced oxidation processes (UV/H(2)O(2)) was evaluated. Therefore, the response surface methodology and Box-Behnken design matrix were employed to design the experiments and to determine the optimal co...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3999503/ https://www.ncbi.nlm.nih.gov/pubmed/24735555 http://dx.doi.org/10.1186/2052-336X-12-67 |
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author | Rezaee, Reza Maleki, Afshin Jafari, Ali Mazloomi, Sajad Zandsalimi, Yahya Mahvi, Amir H |
author_facet | Rezaee, Reza Maleki, Afshin Jafari, Ali Mazloomi, Sajad Zandsalimi, Yahya Mahvi, Amir H |
author_sort | Rezaee, Reza |
collection | PubMed |
description | BACKGROUND: In this research, the removal of natural organic matter from aqueous solutions using advanced oxidation processes (UV/H(2)O(2)) was evaluated. Therefore, the response surface methodology and Box-Behnken design matrix were employed to design the experiments and to determine the optimal conditions. The effects of various parameters such as initial concentration of H(2)O(2) (100–180 mg/L), pH (3–11), time (10–30 min) and initial total organic carbon (TOC) concentration (4–10 mg/L) were studied. RESULTS: Analysis of variance (ANOVA), revealed a good agreement between experimental data and proposed quadratic polynomial model (R(2) = 0.98). Experimental results showed that with increasing H(2)O(2) concentration, time and decreasing in initial TOC concentration, TOC removal efficiency was increased. Neutral and nearly acidic pH values also improved the TOC removal. Accordingly, the TOC removal efficiency of 78.02% in terms of the independent variables including H(2)O(2) concentration (100 mg/L), pH (6.12), time (22.42 min) and initial TOC concentration (4 mg/L) were optimized. Further confirmation tests under optimal conditions showed a 76.50% of TOC removal and confirmed that the model is accordance with the experiments. In addition TOC removal for natural water based on response surface methodology optimum condition was 62.15%. CONCLUSIONS: This study showed that response surface methodology based on Box-Behnken method is a useful tool for optimizing the operating parameters for TOC removal using UV/H(2)O(2) process. |
format | Online Article Text |
id | pubmed-3999503 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-39995032014-05-08 Application of response surface methodology for optimization of natural organic matter degradation by UV/H(2)O(2) advanced oxidation process Rezaee, Reza Maleki, Afshin Jafari, Ali Mazloomi, Sajad Zandsalimi, Yahya Mahvi, Amir H J Environ Health Sci Eng Research Article BACKGROUND: In this research, the removal of natural organic matter from aqueous solutions using advanced oxidation processes (UV/H(2)O(2)) was evaluated. Therefore, the response surface methodology and Box-Behnken design matrix were employed to design the experiments and to determine the optimal conditions. The effects of various parameters such as initial concentration of H(2)O(2) (100–180 mg/L), pH (3–11), time (10–30 min) and initial total organic carbon (TOC) concentration (4–10 mg/L) were studied. RESULTS: Analysis of variance (ANOVA), revealed a good agreement between experimental data and proposed quadratic polynomial model (R(2) = 0.98). Experimental results showed that with increasing H(2)O(2) concentration, time and decreasing in initial TOC concentration, TOC removal efficiency was increased. Neutral and nearly acidic pH values also improved the TOC removal. Accordingly, the TOC removal efficiency of 78.02% in terms of the independent variables including H(2)O(2) concentration (100 mg/L), pH (6.12), time (22.42 min) and initial TOC concentration (4 mg/L) were optimized. Further confirmation tests under optimal conditions showed a 76.50% of TOC removal and confirmed that the model is accordance with the experiments. In addition TOC removal for natural water based on response surface methodology optimum condition was 62.15%. CONCLUSIONS: This study showed that response surface methodology based on Box-Behnken method is a useful tool for optimizing the operating parameters for TOC removal using UV/H(2)O(2) process. BioMed Central 2014-04-15 /pmc/articles/PMC3999503/ /pubmed/24735555 http://dx.doi.org/10.1186/2052-336X-12-67 Text en Copyright © 2014 Rezaee et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. |
spellingShingle | Research Article Rezaee, Reza Maleki, Afshin Jafari, Ali Mazloomi, Sajad Zandsalimi, Yahya Mahvi, Amir H Application of response surface methodology for optimization of natural organic matter degradation by UV/H(2)O(2) advanced oxidation process |
title | Application of response surface methodology for optimization of natural organic matter degradation by UV/H(2)O(2) advanced oxidation process |
title_full | Application of response surface methodology for optimization of natural organic matter degradation by UV/H(2)O(2) advanced oxidation process |
title_fullStr | Application of response surface methodology for optimization of natural organic matter degradation by UV/H(2)O(2) advanced oxidation process |
title_full_unstemmed | Application of response surface methodology for optimization of natural organic matter degradation by UV/H(2)O(2) advanced oxidation process |
title_short | Application of response surface methodology for optimization of natural organic matter degradation by UV/H(2)O(2) advanced oxidation process |
title_sort | application of response surface methodology for optimization of natural organic matter degradation by uv/h(2)o(2) advanced oxidation process |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3999503/ https://www.ncbi.nlm.nih.gov/pubmed/24735555 http://dx.doi.org/10.1186/2052-336X-12-67 |
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