Performance of granular ferric hydroxide process for removal of humic acid substances from aqueous solution based on experimental design and response surface methodology

Response surface methodology has been used to design experiments and to optimize the effect of independent variables responsible for higher adsorption of humic acid (HA) by granular ferric hydroxide (GFH) from aqueous solutions. The variables of pH (3–11), contact time (15–120 min), adsorbent dose (...

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Main Authors: Mahmood Yousefi, Ramin Nabizadeh, Mahmood Alimohammadi, Ali Akbar Mohammadi, Amir Hossein Mahvi
Format: Article
Language:English
Published: Elsevier 2019-01-01
Series:MethodsX
Online Access:http://www.sciencedirect.com/science/article/pii/S2215016118302139
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spelling doaj-7528a34adc184a26a4c2b2be19b4560a2020-11-25T01:41:11ZengElsevierMethodsX2215-01612019-01-0163542Performance of granular ferric hydroxide process for removal of humic acid substances from aqueous solution based on experimental design and response surface methodologyMahmood Yousefi0Ramin Nabizadeh1Mahmood Alimohammadi2Ali Akbar Mohammadi3Amir Hossein Mahvi4Department of Environmental Health Engineering, School of Public Health, Tehran University of Medical Sciences, Tehran, IranDepartment of Environmental Health Engineering, School of Public Health, Tehran University of Medical Sciences, Tehran, IranDepartment of Environmental Health Engineering, School of Public Health, Tehran University of Medical Sciences, Tehran, IranDepartment of Environmental Health Engineering, Neyshabur University of Medical Sciences, Neyshabur, IranDepartment of Environmental Health Engineering, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran; Center for Solid Waste Research, Institute for Environmental Research, Tehran University of Medical Sciences, Tehran, Iran; Corresponding author at: Department of Environmental Health Engineering, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran.Response surface methodology has been used to design experiments and to optimize the effect of independent variables responsible for higher adsorption of humic acid (HA) by granular ferric hydroxide (GFH) from aqueous solutions. The variables of pH (3–11), contact time (15–120 min), adsorbent dose (1–5 g/L) and initial concentration of humic acid (5–20 mg/L) were examined. The adsorption isotherms and kinetics of humic acid substances on granular ferric hydroxide (GFH) were studied. Also the design of the experiments was performed using R software by the CCD (central composite design) method. Variance analysis (ANOVA) was used as the statistical response analysis method. Result of this study proved the optimal values of the independent variables of the adsorbent dose, contact time, initial concentration of humic acid and pH were 4 g/L, 93.75 min, 16.25 mg/L, and 5, respectively. The experimental data followed the Langmuir isotherm and pseudo-second kinetic model. Based on the response surface methodology, higher HA removal efficiencies were obtained with acidic condition, longer reaction time, and appropriated loading amount of GFH. Protocol name: Application of granular ferric hydroxide adsorbent in the removal of humic acid from aqueous solutions, Keywords: Adsorption, Humic acid, Aqueous solution, Granular ferric hydroxide, RSMhttp://www.sciencedirect.com/science/article/pii/S2215016118302139
collection DOAJ
language English
format Article
sources DOAJ
author Mahmood Yousefi
Ramin Nabizadeh
Mahmood Alimohammadi
Ali Akbar Mohammadi
Amir Hossein Mahvi
spellingShingle Mahmood Yousefi
Ramin Nabizadeh
Mahmood Alimohammadi
Ali Akbar Mohammadi
Amir Hossein Mahvi
Performance of granular ferric hydroxide process for removal of humic acid substances from aqueous solution based on experimental design and response surface methodology
MethodsX
author_facet Mahmood Yousefi
Ramin Nabizadeh
Mahmood Alimohammadi
Ali Akbar Mohammadi
Amir Hossein Mahvi
author_sort Mahmood Yousefi
title Performance of granular ferric hydroxide process for removal of humic acid substances from aqueous solution based on experimental design and response surface methodology
title_short Performance of granular ferric hydroxide process for removal of humic acid substances from aqueous solution based on experimental design and response surface methodology
title_full Performance of granular ferric hydroxide process for removal of humic acid substances from aqueous solution based on experimental design and response surface methodology
title_fullStr Performance of granular ferric hydroxide process for removal of humic acid substances from aqueous solution based on experimental design and response surface methodology
title_full_unstemmed Performance of granular ferric hydroxide process for removal of humic acid substances from aqueous solution based on experimental design and response surface methodology
title_sort performance of granular ferric hydroxide process for removal of humic acid substances from aqueous solution based on experimental design and response surface methodology
publisher Elsevier
series MethodsX
issn 2215-0161
publishDate 2019-01-01
description Response surface methodology has been used to design experiments and to optimize the effect of independent variables responsible for higher adsorption of humic acid (HA) by granular ferric hydroxide (GFH) from aqueous solutions. The variables of pH (3–11), contact time (15–120 min), adsorbent dose (1–5 g/L) and initial concentration of humic acid (5–20 mg/L) were examined. The adsorption isotherms and kinetics of humic acid substances on granular ferric hydroxide (GFH) were studied. Also the design of the experiments was performed using R software by the CCD (central composite design) method. Variance analysis (ANOVA) was used as the statistical response analysis method. Result of this study proved the optimal values of the independent variables of the adsorbent dose, contact time, initial concentration of humic acid and pH were 4 g/L, 93.75 min, 16.25 mg/L, and 5, respectively. The experimental data followed the Langmuir isotherm and pseudo-second kinetic model. Based on the response surface methodology, higher HA removal efficiencies were obtained with acidic condition, longer reaction time, and appropriated loading amount of GFH. Protocol name: Application of granular ferric hydroxide adsorbent in the removal of humic acid from aqueous solutions, Keywords: Adsorption, Humic acid, Aqueous solution, Granular ferric hydroxide, RSM
url http://www.sciencedirect.com/science/article/pii/S2215016118302139
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