Cu2+ removal from synthetic wastewater using amine-modified bentonites: Kinetics and thermodynamic study based on multilinear regression (MLR) modeling

Background: Water pollution due to heavy metals such as Cu(II) has become a public concern in developing world. This article studies the adsorption of Cu2+ ions from aqueous solutions on aminated bentonites of the Kongyrtog mine (Uzbekistan). Method: Batch studies were carried out at Cu(II) concentr...

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Main Authors: Khandamov, Davron, Kurniawan, Tonni Agustiono, Bekmirzayev, Akbarbek, Eshmetov, Rasulbek, Nurullaev, Shavkat, Babakhanova, Zebo, Batool, Fatima, AbdulKareem-Alsultan, G.
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Published: Taiwan Institute of Chemical Engineers 2024
Online Access:http://psasir.upm.edu.my/id/eprint/112875/
https://www.sciencedirect.com/science/article/abs/pii/S1876107024001391?via%3Dihub
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spelling my.upm.eprints.1128752024-11-06T02:04:47Z http://psasir.upm.edu.my/id/eprint/112875/ Cu2+ removal from synthetic wastewater using amine-modified bentonites: Kinetics and thermodynamic study based on multilinear regression (MLR) modeling Khandamov, Davron Kurniawan, Tonni Agustiono Bekmirzayev, Akbarbek Eshmetov, Rasulbek Nurullaev, Shavkat Babakhanova, Zebo Batool, Fatima AbdulKareem-Alsultan, G. Background: Water pollution due to heavy metals such as Cu(II) has become a public concern in developing world. This article studies the adsorption of Cu2+ ions from aqueous solutions on aminated bentonites of the Kongyrtog mine (Uzbekistan). Method: Batch studies were carried out at Cu(II) concentration varying from 30-350 mg/L, pH 7.0, dose of adsorbents (1 g/L) and varying temperatures from 293 to 333 K. Multilinear regression (MLR) modeling was conducted to test the fitness of the model for Cu(II) adsorption by the adsorbents. (Significant findings) It was found that the maximum Langmuir adsorption capacities (qmax) were attained as follows: coarse-grained bentonite (KB): 3.728; hexamethylenediammonium bentonite (GDB): 4.490; ethylene diammonium bentonite (EDB): 5.986 mg/g. The adsorption of Cu2+ was predominantly rapid in the first 10 min of reaction. After 1 h, an adsorption equilibrium was achieved due to the saturated adsorption sites. The comparison of kinetic models was consistent with a pseudo-second order kinetic model for the reaction adsorption. According to the magnitude of Cu2+ adsorption, adsorbents were distributed as follows: EDB > GDB > KB based on adsorption capacity. EDB has the greatest adsorption capacity, as ethylene diammonium cations were located perpendicularly between the bentonite layers due to the large size of hexamethyl-enediammonium cations. Multilinear regression (MLR) model successfully correlated the independent variables of the Cu(II) adsorption with the removal efficiency of the EDB and GDB. This reveals the applicability of the model for Cu(II) adsorption by the adsorbents under optimizing conditions. Conclusion: Overall, the adsorption of Cu2+ on aminated adsorbents depends on the initial concentration of metal ions, solution medium, reaction time, and temperature. © 2024 Taiwan Institute of Chemical Engineers Taiwan Institute of Chemical Engineers 2024 Article PeerReviewed Khandamov, Davron and Kurniawan, Tonni Agustiono and Bekmirzayev, Akbarbek and Eshmetov, Rasulbek and Nurullaev, Shavkat and Babakhanova, Zebo and Batool, Fatima and AbdulKareem-Alsultan, G. (2024) Cu2+ removal from synthetic wastewater using amine-modified bentonites: Kinetics and thermodynamic study based on multilinear regression (MLR) modeling. Journal of the Taiwan Institute of Chemical Engineers. art. no. 105481. pp. 1-12. ISSN 1876-1070 https://www.sciencedirect.com/science/article/abs/pii/S1876107024001391?via%3Dihub 10.1016/j.jtice.2024.105481
institution Universiti Putra Malaysia
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country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
description Background: Water pollution due to heavy metals such as Cu(II) has become a public concern in developing world. This article studies the adsorption of Cu2+ ions from aqueous solutions on aminated bentonites of the Kongyrtog mine (Uzbekistan). Method: Batch studies were carried out at Cu(II) concentration varying from 30-350 mg/L, pH 7.0, dose of adsorbents (1 g/L) and varying temperatures from 293 to 333 K. Multilinear regression (MLR) modeling was conducted to test the fitness of the model for Cu(II) adsorption by the adsorbents. (Significant findings) It was found that the maximum Langmuir adsorption capacities (qmax) were attained as follows: coarse-grained bentonite (KB): 3.728; hexamethylenediammonium bentonite (GDB): 4.490; ethylene diammonium bentonite (EDB): 5.986 mg/g. The adsorption of Cu2+ was predominantly rapid in the first 10 min of reaction. After 1 h, an adsorption equilibrium was achieved due to the saturated adsorption sites. The comparison of kinetic models was consistent with a pseudo-second order kinetic model for the reaction adsorption. According to the magnitude of Cu2+ adsorption, adsorbents were distributed as follows: EDB > GDB > KB based on adsorption capacity. EDB has the greatest adsorption capacity, as ethylene diammonium cations were located perpendicularly between the bentonite layers due to the large size of hexamethyl-enediammonium cations. Multilinear regression (MLR) model successfully correlated the independent variables of the Cu(II) adsorption with the removal efficiency of the EDB and GDB. This reveals the applicability of the model for Cu(II) adsorption by the adsorbents under optimizing conditions. Conclusion: Overall, the adsorption of Cu2+ on aminated adsorbents depends on the initial concentration of metal ions, solution medium, reaction time, and temperature. © 2024 Taiwan Institute of Chemical Engineers
format Article
author Khandamov, Davron
Kurniawan, Tonni Agustiono
Bekmirzayev, Akbarbek
Eshmetov, Rasulbek
Nurullaev, Shavkat
Babakhanova, Zebo
Batool, Fatima
AbdulKareem-Alsultan, G.
spellingShingle Khandamov, Davron
Kurniawan, Tonni Agustiono
Bekmirzayev, Akbarbek
Eshmetov, Rasulbek
Nurullaev, Shavkat
Babakhanova, Zebo
Batool, Fatima
AbdulKareem-Alsultan, G.
Cu2+ removal from synthetic wastewater using amine-modified bentonites: Kinetics and thermodynamic study based on multilinear regression (MLR) modeling
author_facet Khandamov, Davron
Kurniawan, Tonni Agustiono
Bekmirzayev, Akbarbek
Eshmetov, Rasulbek
Nurullaev, Shavkat
Babakhanova, Zebo
Batool, Fatima
AbdulKareem-Alsultan, G.
author_sort Khandamov, Davron
title Cu2+ removal from synthetic wastewater using amine-modified bentonites: Kinetics and thermodynamic study based on multilinear regression (MLR) modeling
title_short Cu2+ removal from synthetic wastewater using amine-modified bentonites: Kinetics and thermodynamic study based on multilinear regression (MLR) modeling
title_full Cu2+ removal from synthetic wastewater using amine-modified bentonites: Kinetics and thermodynamic study based on multilinear regression (MLR) modeling
title_fullStr Cu2+ removal from synthetic wastewater using amine-modified bentonites: Kinetics and thermodynamic study based on multilinear regression (MLR) modeling
title_full_unstemmed Cu2+ removal from synthetic wastewater using amine-modified bentonites: Kinetics and thermodynamic study based on multilinear regression (MLR) modeling
title_sort cu2+ removal from synthetic wastewater using amine-modified bentonites: kinetics and thermodynamic study based on multilinear regression (mlr) modeling
publisher Taiwan Institute of Chemical Engineers
publishDate 2024
url http://psasir.upm.edu.my/id/eprint/112875/
https://www.sciencedirect.com/science/article/abs/pii/S1876107024001391?via%3Dihub
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score 13.214268