Optimization of the preparation of palm kernel shell-derived activated carbon via Taguchi method for enhanced methylene blue removal
The Taguchi method was employed to determine the optimal conditions for producing activated carbon using palm kernel shells for methylene blue removal from aqueous solution. The effects of impregnation ratio, carbonization temperature, and time on the carbon burn-off percentage were investigated. St...
Published in: | BIOMASS CONVERSION AND BIOREFINERY |
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Main Authors: | , , , , |
Format: | Article; Early Access |
Language: | English |
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SPRINGER HEIDELBERG
2025
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Online Access: | https://www-webofscience-com.uitm.idm.oclc.org/wos/woscc/full-record/WOS:001410230900001 |
author |
Zaini Mohd Saufi Md; Roslan Siti Zaharah; Za'aim Mohamad Adam Mohd; Syed-Hassan Syed Shatir A. |
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Zaini Mohd Saufi Md; Roslan Siti Zaharah; Za'aim Mohamad Adam Mohd; Syed-Hassan Syed Shatir A. Optimization of the preparation of palm kernel shell-derived activated carbon via Taguchi method for enhanced methylene blue removal Energy & Fuels; Engineering |
author_facet |
Zaini Mohd Saufi Md; Roslan Siti Zaharah; Za'aim Mohamad Adam Mohd; Syed-Hassan Syed Shatir A. |
author_sort |
Zaini |
spelling |
Zaini, Mohd Saufi Md; Roslan, Siti Zaharah; Za'aim, Mohamad Adam Mohd; Syed-Hassan, Syed Shatir A. Optimization of the preparation of palm kernel shell-derived activated carbon via Taguchi method for enhanced methylene blue removal BIOMASS CONVERSION AND BIOREFINERY English Article; Early Access The Taguchi method was employed to determine the optimal conditions for producing activated carbon using palm kernel shells for methylene blue removal from aqueous solution. The effects of impregnation ratio, carbonization temperature, and time on the carbon burn-off percentage were investigated. Statistical analysis indicated that the optimal conditions for activated carbon were an impregnation ratio of 1.5, carbonization temperature of 600 degrees C, and carbonization time of 90 min, with temperature having the most significant impact on the response. A mathematical model for carbon burn-off was created through regression analysis of the independent variables. The proximity between the predicted values and the experimental data justifies the significance of the model. A confirmation run with a 95% confidence level validated the optimized results and fell within the prescribed limit. Activated carbon prepared under optimal conditions, with a BET surface area of 420.66 m2/g and a total pore volume of 0.18 cm3/g, recorded the highest carbon burn-off (63.38%) compared to other set of conditions. The adsorption equilibrium and kinetic data were well described by the Langmuir isotherm and pseudo-second-order kinetic model, respectively. A maximum methylene blue adsorption capacity of 56.49 mg/g after 180 min was observed, indicating its potential as an effective adsorbent for the removal of synthetic dyes in wastewater. SPRINGER HEIDELBERG 2190-6815 2190-6823 2025 10.1007/s13399-025-06565-x Energy & Fuels; Engineering WOS:001410230900001 https://www-webofscience-com.uitm.idm.oclc.org/wos/woscc/full-record/WOS:001410230900001 |
title |
Optimization of the preparation of palm kernel shell-derived activated carbon via Taguchi method for enhanced methylene blue removal |
title_short |
Optimization of the preparation of palm kernel shell-derived activated carbon via Taguchi method for enhanced methylene blue removal |
title_full |
Optimization of the preparation of palm kernel shell-derived activated carbon via Taguchi method for enhanced methylene blue removal |
title_fullStr |
Optimization of the preparation of palm kernel shell-derived activated carbon via Taguchi method for enhanced methylene blue removal |
title_full_unstemmed |
Optimization of the preparation of palm kernel shell-derived activated carbon via Taguchi method for enhanced methylene blue removal |
title_sort |
Optimization of the preparation of palm kernel shell-derived activated carbon via Taguchi method for enhanced methylene blue removal |
container_title |
BIOMASS CONVERSION AND BIOREFINERY |
language |
English |
format |
Article; Early Access |
description |
The Taguchi method was employed to determine the optimal conditions for producing activated carbon using palm kernel shells for methylene blue removal from aqueous solution. The effects of impregnation ratio, carbonization temperature, and time on the carbon burn-off percentage were investigated. Statistical analysis indicated that the optimal conditions for activated carbon were an impregnation ratio of 1.5, carbonization temperature of 600 degrees C, and carbonization time of 90 min, with temperature having the most significant impact on the response. A mathematical model for carbon burn-off was created through regression analysis of the independent variables. The proximity between the predicted values and the experimental data justifies the significance of the model. A confirmation run with a 95% confidence level validated the optimized results and fell within the prescribed limit. Activated carbon prepared under optimal conditions, with a BET surface area of 420.66 m2/g and a total pore volume of 0.18 cm3/g, recorded the highest carbon burn-off (63.38%) compared to other set of conditions. The adsorption equilibrium and kinetic data were well described by the Langmuir isotherm and pseudo-second-order kinetic model, respectively. A maximum methylene blue adsorption capacity of 56.49 mg/g after 180 min was observed, indicating its potential as an effective adsorbent for the removal of synthetic dyes in wastewater. |
publisher |
SPRINGER HEIDELBERG |
issn |
2190-6815 2190-6823 |
publishDate |
2025 |
container_volume |
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container_issue |
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doi_str_mv |
10.1007/s13399-025-06565-x |
topic |
Energy & Fuels; Engineering |
topic_facet |
Energy & Fuels; Engineering |
accesstype |
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id |
WOS:001410230900001 |
url |
https://www-webofscience-com.uitm.idm.oclc.org/wos/woscc/full-record/WOS:001410230900001 |
record_format |
wos |
collection |
Web of Science (WoS) |
_version_ |
1825722598886998016 |