Multivariable optimization with desirability function for carbon porosity and methylene blue adsorption by watermelon rind activated carbon prepared by microwave assisted H3PO4
In this study, the Box-Behnken design (BBD) with a desirability function was applied to optimize microwave activation conditions for conversion of watermelon rind (WMR) into mesoporous activated carbon (WMR-AC) using an acid (H3PO4) activator. The desirability function results suggested the followin...
Published in: | Biomass Conversion and Biorefinery |
---|---|
Main Author: | |
Format: | Article |
Language: | English |
Published: |
Springer Science and Business Media Deutschland GmbH
2024
|
Online Access: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85124773639&doi=10.1007%2fs13399-022-02423-2&partnerID=40&md5=15e3d19691ddbb531f97312d6e70247b |
id |
2-s2.0-85124773639 |
---|---|
spelling |
2-s2.0-85124773639 Jawad A.H.; Sahu U.K.; Mastuli M.S.; ALOthman Z.A.; Wilson L.D. Multivariable optimization with desirability function for carbon porosity and methylene blue adsorption by watermelon rind activated carbon prepared by microwave assisted H3PO4 2024 Biomass Conversion and Biorefinery 14 1 10.1007/s13399-022-02423-2 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85124773639&doi=10.1007%2fs13399-022-02423-2&partnerID=40&md5=15e3d19691ddbb531f97312d6e70247b In this study, the Box-Behnken design (BBD) with a desirability function was applied to optimize microwave activation conditions for conversion of watermelon rind (WMR) into mesoporous activated carbon (WMR-AC) using an acid (H3PO4) activator. The desirability function results suggested the following optimum activation conditions: impregnation ratio (IR) (A; 1:2 MWR/H3PO4), radiation power (RP) (B; 800 W), and radiation time (RT) (C;15 min). These optimum conditions were responsible for increasing the specific surface area (SBET = 4.85 m2/g) of WRM upon conversion into mesoporous activated carbon (WMR-AC), according to its greater SBET = (751.8 m2/g). The effectiveness of WMR-AC was evaluated by use of a dye removal method for methylene blue (MB) from aqueous media. Then, BBD with a desirability function was applied to optimize the adsorptive dye removal conditions for MB. The results for the desirability function suggested that the highest MB removal (95.8 ± 2%) can be achieved at the following operational conditions: WMR-AC dose (A, 0.1 g), solution pH (B, 7.8), and process temperature (C, 48 ºC). The kinetics of adsorption is well-described by the pseudo-second-order model, whereas the Freundlich model accounted for the isotherm profile results, with an estimate of the maximum adsorption capacity of MB (284 mg/g). This study introduces a fast conversion method of WMR into WMR-AC with improved adsorption properties for potential dye removal applications, as shown for MB. © 2022, The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature. Springer Science and Business Media Deutschland GmbH 21906815 English Article |
author |
Jawad A.H.; Sahu U.K.; Mastuli M.S.; ALOthman Z.A.; Wilson L.D. |
spellingShingle |
Jawad A.H.; Sahu U.K.; Mastuli M.S.; ALOthman Z.A.; Wilson L.D. Multivariable optimization with desirability function for carbon porosity and methylene blue adsorption by watermelon rind activated carbon prepared by microwave assisted H3PO4 |
author_facet |
Jawad A.H.; Sahu U.K.; Mastuli M.S.; ALOthman Z.A.; Wilson L.D. |
author_sort |
Jawad A.H.; Sahu U.K.; Mastuli M.S.; ALOthman Z.A.; Wilson L.D. |
title |
Multivariable optimization with desirability function for carbon porosity and methylene blue adsorption by watermelon rind activated carbon prepared by microwave assisted H3PO4 |
title_short |
Multivariable optimization with desirability function for carbon porosity and methylene blue adsorption by watermelon rind activated carbon prepared by microwave assisted H3PO4 |
title_full |
Multivariable optimization with desirability function for carbon porosity and methylene blue adsorption by watermelon rind activated carbon prepared by microwave assisted H3PO4 |
title_fullStr |
Multivariable optimization with desirability function for carbon porosity and methylene blue adsorption by watermelon rind activated carbon prepared by microwave assisted H3PO4 |
title_full_unstemmed |
Multivariable optimization with desirability function for carbon porosity and methylene blue adsorption by watermelon rind activated carbon prepared by microwave assisted H3PO4 |
title_sort |
Multivariable optimization with desirability function for carbon porosity and methylene blue adsorption by watermelon rind activated carbon prepared by microwave assisted H3PO4 |
publishDate |
2024 |
container_title |
Biomass Conversion and Biorefinery |
container_volume |
14 |
container_issue |
1 |
doi_str_mv |
10.1007/s13399-022-02423-2 |
url |
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85124773639&doi=10.1007%2fs13399-022-02423-2&partnerID=40&md5=15e3d19691ddbb531f97312d6e70247b |
description |
In this study, the Box-Behnken design (BBD) with a desirability function was applied to optimize microwave activation conditions for conversion of watermelon rind (WMR) into mesoporous activated carbon (WMR-AC) using an acid (H3PO4) activator. The desirability function results suggested the following optimum activation conditions: impregnation ratio (IR) (A; 1:2 MWR/H3PO4), radiation power (RP) (B; 800 W), and radiation time (RT) (C;15 min). These optimum conditions were responsible for increasing the specific surface area (SBET = 4.85 m2/g) of WRM upon conversion into mesoporous activated carbon (WMR-AC), according to its greater SBET = (751.8 m2/g). The effectiveness of WMR-AC was evaluated by use of a dye removal method for methylene blue (MB) from aqueous media. Then, BBD with a desirability function was applied to optimize the adsorptive dye removal conditions for MB. The results for the desirability function suggested that the highest MB removal (95.8 ± 2%) can be achieved at the following operational conditions: WMR-AC dose (A, 0.1 g), solution pH (B, 7.8), and process temperature (C, 48 ºC). The kinetics of adsorption is well-described by the pseudo-second-order model, whereas the Freundlich model accounted for the isotherm profile results, with an estimate of the maximum adsorption capacity of MB (284 mg/g). This study introduces a fast conversion method of WMR into WMR-AC with improved adsorption properties for potential dye removal applications, as shown for MB. © 2022, The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature. |
publisher |
Springer Science and Business Media Deutschland GmbH |
issn |
21906815 |
language |
English |
format |
Article |
accesstype |
|
record_format |
scopus |
collection |
Scopus |
_version_ |
1809677577134014464 |