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...

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Published in:BIOMASS CONVERSION AND BIOREFINERY
Main Authors: Zaini, Mohd Saufi Md; Roslan, Siti Zaharah; Za'aim, Mohamad Adam Mohd; Syed-Hassan, Syed Shatir A.
Format: Article; Early Access
Language:English
Published: SPRINGER HEIDELBERG 2025
Subjects:
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.
spellingShingle 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
container_issue
doi_str_mv 10.1007/s13399-025-06565-x
topic Energy & Fuels; Engineering
topic_facet Energy & Fuels; Engineering
accesstype
id WOS:001410230900001
url https://www-webofscience-com.uitm.idm.oclc.org/wos/woscc/full-record/WOS:001410230900001
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collection Web of Science (WoS)
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