Statistical modeling and optimization of ...
Document type :
Article dans une revue scientifique: Article original
PMID :
Permalink :
Title :
Statistical modeling and optimization of heterogeneous Fenton-like removal of organic pollutant using fibrous catalysts: a full factorial design.
Author(s) :
Morshed, M. N. [Auteur]
Génie des Matériaux Textiles - ULR 2461 [GEMTEX]
Pervez, M. N. [Auteur]
University of Boras
Massika Behary, Nemeshwaree [Auteur]
Génie des Matériaux Textiles - ULR 2461 [GEMTEX]
Bouazizi, N. [Auteur]
Génie des Matériaux Textiles - ULR 2461 [GEMTEX]
Guan, J. [Auteur]
Soochow University
Nierstrasz, V. A. [Auteur]
University of Boras
Génie des Matériaux Textiles - ULR 2461 [GEMTEX]
Pervez, M. N. [Auteur]
University of Boras
Massika Behary, Nemeshwaree [Auteur]
Génie des Matériaux Textiles - ULR 2461 [GEMTEX]
Bouazizi, N. [Auteur]
Génie des Matériaux Textiles - ULR 2461 [GEMTEX]
Guan, J. [Auteur]
Soochow University
Nierstrasz, V. A. [Auteur]
University of Boras
Journal title :
Scientific Reports
Volume number :
10
Pages :
16133
Publication date :
2020-10-03
ISSN :
2045-2322
HAL domain(s) :
Sciences de l'ingénieur [physics]
English abstract : [en]
This work focuses on the optimization of heterogeneous Fenton-like removal of organic pollutant (dye) from water using newly developed fibrous catalysts based on a full factorial experimental design. This study aims to ...
Show more >This work focuses on the optimization of heterogeneous Fenton-like removal of organic pollutant (dye) from water using newly developed fibrous catalysts based on a full factorial experimental design. This study aims to approximate the feasibility of heterogeneous Fenton-like removal process and optionally make predictions from this approximation in a form of statistical modeling. The fibrous catalysts were prepared by dispersing zerovalent iron nanoparticles on polyester fabrics (PET) before and after incorporation of either polyamidoamine (PAMAM, –NH2) dendrimer, 3-(aminopropyl) triethoxysilane (APTES, –Si–NH2) or thioglycerol (SH). The individual effect of two main factors [pH (X1) and concentration of hydrogen peroxide-[H2O2]μl (X2)] and their interactional effects on the removal process was determined at 95% confidence level by an L27 design. The results indicated that increasing the pH over 5 decreases the dye removal efficiency whereas the rise in [H2O2]μl until equilibrium point increases it. The principal effect of the type of catalysts (PET–NH2–Fe, PET–Si–NH2–Fe, and PET–SH–Fe) did not show any statistical significance. The factorial experiments demonstrated the existence of a significant synergistic interaction effect between the pH and [H2O2]μl as expressed by the values of the coefficient of interactions and analysis of variance (ANOVA). Finally, the functionalization of the resultant fibrous catalysts was validated by electrokinetic and X-ray photoelectron spectroscopy analysis. The optimization made from this study are of great importance for rational design and scaling up of fibrous catalyst for green chemistry and environmental applications.Show less >
Show more >This work focuses on the optimization of heterogeneous Fenton-like removal of organic pollutant (dye) from water using newly developed fibrous catalysts based on a full factorial experimental design. This study aims to approximate the feasibility of heterogeneous Fenton-like removal process and optionally make predictions from this approximation in a form of statistical modeling. The fibrous catalysts were prepared by dispersing zerovalent iron nanoparticles on polyester fabrics (PET) before and after incorporation of either polyamidoamine (PAMAM, –NH2) dendrimer, 3-(aminopropyl) triethoxysilane (APTES, –Si–NH2) or thioglycerol (SH). The individual effect of two main factors [pH (X1) and concentration of hydrogen peroxide-[H2O2]μl (X2)] and their interactional effects on the removal process was determined at 95% confidence level by an L27 design. The results indicated that increasing the pH over 5 decreases the dye removal efficiency whereas the rise in [H2O2]μl until equilibrium point increases it. The principal effect of the type of catalysts (PET–NH2–Fe, PET–Si–NH2–Fe, and PET–SH–Fe) did not show any statistical significance. The factorial experiments demonstrated the existence of a significant synergistic interaction effect between the pH and [H2O2]μl as expressed by the values of the coefficient of interactions and analysis of variance (ANOVA). Finally, the functionalization of the resultant fibrous catalysts was validated by electrokinetic and X-ray photoelectron spectroscopy analysis. The optimization made from this study are of great importance for rational design and scaling up of fibrous catalyst for green chemistry and environmental applications.Show less >
Language :
Anglais
Audience :
Internationale
Popular science :
Non
Administrative institution(s) :
Université de Lille
ENSAIT
Junia HEI
ENSAIT
Junia HEI
Collections :
Submission date :
2024-05-06T21:04:45Z
2024-09-23T13:27:27Z
2024-09-23T13:27:27Z
Files
- s41598-020-72401-z.pdf
- Version éditeur
- Open access
- Access the document