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Using Central Composite Experimental Design to Optimize the Degradation of Tylosin from Aqueous Solution by Photo-Fenton Reaction
The feasibility of the application of the Photo-Fenton process in the treatment of aqueous solution contaminated by Tylosin antibiotic was evaluated. The Response Surface Methodology (RSM) based on Central Composite Design (CCD) was used to evaluate and optimize the effect of hydrogen peroxide, ferr...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5456803/ https://www.ncbi.nlm.nih.gov/pubmed/28773551 http://dx.doi.org/10.3390/ma9060428 |
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author | Sarrai, Abd Elaziz Hanini, Salah Merzouk, Nachida Kasbadji Tassalit, Djilali Szabó, Tibor Hernádi, Klára Nagy, László |
author_facet | Sarrai, Abd Elaziz Hanini, Salah Merzouk, Nachida Kasbadji Tassalit, Djilali Szabó, Tibor Hernádi, Klára Nagy, László |
author_sort | Sarrai, Abd Elaziz |
collection | PubMed |
description | The feasibility of the application of the Photo-Fenton process in the treatment of aqueous solution contaminated by Tylosin antibiotic was evaluated. The Response Surface Methodology (RSM) based on Central Composite Design (CCD) was used to evaluate and optimize the effect of hydrogen peroxide, ferrous ion concentration and initial pH as independent variables on the total organic carbon (TOC) removal as the response function. The interaction effects and optimal parameters were obtained by using MODDE software. The significance of the independent variables and their interactions was tested by means of analysis of variance (ANOVA) with a 95% confidence level. Results show that the concentration of the ferrous ion and pH were the main parameters affecting TOC removal, while peroxide concentration had a slight effect on the reaction. The optimum operating conditions to achieve maximum TOC removal were determined. The model prediction for maximum TOC removal was compared to the experimental result at optimal operating conditions. A good agreement between the model prediction and experimental results confirms the soundness of the developed model. |
format | Online Article Text |
id | pubmed-5456803 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-54568032017-07-28 Using Central Composite Experimental Design to Optimize the Degradation of Tylosin from Aqueous Solution by Photo-Fenton Reaction Sarrai, Abd Elaziz Hanini, Salah Merzouk, Nachida Kasbadji Tassalit, Djilali Szabó, Tibor Hernádi, Klára Nagy, László Materials (Basel) Article The feasibility of the application of the Photo-Fenton process in the treatment of aqueous solution contaminated by Tylosin antibiotic was evaluated. The Response Surface Methodology (RSM) based on Central Composite Design (CCD) was used to evaluate and optimize the effect of hydrogen peroxide, ferrous ion concentration and initial pH as independent variables on the total organic carbon (TOC) removal as the response function. The interaction effects and optimal parameters were obtained by using MODDE software. The significance of the independent variables and their interactions was tested by means of analysis of variance (ANOVA) with a 95% confidence level. Results show that the concentration of the ferrous ion and pH were the main parameters affecting TOC removal, while peroxide concentration had a slight effect on the reaction. The optimum operating conditions to achieve maximum TOC removal were determined. The model prediction for maximum TOC removal was compared to the experimental result at optimal operating conditions. A good agreement between the model prediction and experimental results confirms the soundness of the developed model. MDPI 2016-05-30 /pmc/articles/PMC5456803/ /pubmed/28773551 http://dx.doi.org/10.3390/ma9060428 Text en © 2016 by the authors; Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC-BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Sarrai, Abd Elaziz Hanini, Salah Merzouk, Nachida Kasbadji Tassalit, Djilali Szabó, Tibor Hernádi, Klára Nagy, László Using Central Composite Experimental Design to Optimize the Degradation of Tylosin from Aqueous Solution by Photo-Fenton Reaction |
title | Using Central Composite Experimental Design to Optimize the Degradation of Tylosin from Aqueous Solution by Photo-Fenton Reaction |
title_full | Using Central Composite Experimental Design to Optimize the Degradation of Tylosin from Aqueous Solution by Photo-Fenton Reaction |
title_fullStr | Using Central Composite Experimental Design to Optimize the Degradation of Tylosin from Aqueous Solution by Photo-Fenton Reaction |
title_full_unstemmed | Using Central Composite Experimental Design to Optimize the Degradation of Tylosin from Aqueous Solution by Photo-Fenton Reaction |
title_short | Using Central Composite Experimental Design to Optimize the Degradation of Tylosin from Aqueous Solution by Photo-Fenton Reaction |
title_sort | using central composite experimental design to optimize the degradation of tylosin from aqueous solution by photo-fenton reaction |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5456803/ https://www.ncbi.nlm.nih.gov/pubmed/28773551 http://dx.doi.org/10.3390/ma9060428 |
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