Modeling and optimization of the adsorptive removal of crystal violet dye by durian (Durio zibethinus) seeds powder: insight into kinetic, isotherm, thermodynamic, and adsorption mechanism
In this study, a renewable and effective bio-adsorbent was derived from Malaysian durian seeds (DSs) to act as a promising biosorbent for phytoremediation application towards removal of a hazardous cationic dye (crystal violet, CV) from aqueous environments. The physiochemical characteristics of DS...
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description | In this study, a renewable and effective bio-adsorbent was derived from Malaysian durian seeds (DSs) to act as a promising biosorbent for phytoremediation application towards removal of a hazardous cationic dye (crystal violet, CV) from aqueous environments. The physiochemical characteristics of DS were investigated by several analytical methods such as FTIR, TGA-DTG, BET, pH
pzc
, and SEM-EDX. Subsequently, a statistical optimization for CV removal by DS was carried out via Box-Behnken design (BBD) and numerical desirability function. In this regard, four operational factors that affect CV adsorption, i.e., DS dosage (0.02–0.1 g), initial pH (4–10), temperature (25–50 °C), and adsorption time (5–25 min) were optimized by BBD and numerical desirability function. Hence, the highest CV removal (93.91%) was recorded under the optimal conditions found through desirability function as follows: DS dosage of 0.081 g, solution pH = 9.9, working temperature = 34.6 °C, and contact time = 24.9 min. Furthermore, ANOVA test indicated the significant parametric interactions towards CV removal (%) can be observed between AB (DS dose
vs
. initial pH), AD (DS dose
vs
. time), and BC (initial pH
vs
. temperature) interactions. The adsorption kinetic process was well described by a pseudo-second-order model. Subsequently, the adsorption equilibrium isotherm was well presented by Freundlich and Temkin isotherm models with maximum adsorption capacity of 158 mg/g. Thus, the thermodynamic functions revealed that the adsorption process was spontaneous and endothermic in nature. The adsorption mechanism of CV on the DS surface can be ascribed to the electrostatic forces,
n
-π stacking, and H-bonding interactions. Thus, the output of the research work indicates the potential applicability of DS as a renewable and effective biosorbent for the removal of CV from aqueous environments. |
doi_str_mv | 10.1007/s13399-022-03319-x |
format | Article |
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pzc
, and SEM-EDX. Subsequently, a statistical optimization for CV removal by DS was carried out via Box-Behnken design (BBD) and numerical desirability function. In this regard, four operational factors that affect CV adsorption, i.e., DS dosage (0.02–0.1 g), initial pH (4–10), temperature (25–50 °C), and adsorption time (5–25 min) were optimized by BBD and numerical desirability function. Hence, the highest CV removal (93.91%) was recorded under the optimal conditions found through desirability function as follows: DS dosage of 0.081 g, solution pH = 9.9, working temperature = 34.6 °C, and contact time = 24.9 min. Furthermore, ANOVA test indicated the significant parametric interactions towards CV removal (%) can be observed between AB (DS dose
vs
. initial pH), AD (DS dose
vs
. time), and BC (initial pH
vs
. temperature) interactions. The adsorption kinetic process was well described by a pseudo-second-order model. Subsequently, the adsorption equilibrium isotherm was well presented by Freundlich and Temkin isotherm models with maximum adsorption capacity of 158 mg/g. Thus, the thermodynamic functions revealed that the adsorption process was spontaneous and endothermic in nature. The adsorption mechanism of CV on the DS surface can be ascribed to the electrostatic forces,
n
-π stacking, and H-bonding interactions. Thus, the output of the research work indicates the potential applicability of DS as a renewable and effective biosorbent for the removal of CV from aqueous environments.</description><identifier>ISSN: 2190-6815</identifier><identifier>EISSN: 2190-6823</identifier><identifier>DOI: 10.1007/s13399-022-03319-x</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Adsorption ; Adsorptivity ; Aqueous environments ; Biotechnology ; Cationic dyes ; Dosage ; Effectiveness ; Endothermic reactions ; Energy ; Isotherms ; Mathematical analysis ; Optimization ; Original Article ; Physiochemistry ; Phytoremediation ; Renewable and Green Energy ; Thermodynamics</subject><ispartof>Biomass conversion and biorefinery, 2024-06, Vol.14 (11), p.12441-12454</ispartof><rights>The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2022. Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.</rights><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c319t-b6f34697a622353ebea51ff7b82380dc59b32844435c690392dd9ddf308aee633</citedby><cites>FETCH-LOGICAL-c319t-b6f34697a622353ebea51ff7b82380dc59b32844435c690392dd9ddf308aee633</cites><orcidid>0000-0002-4827-9093</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s13399-022-03319-x$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s13399-022-03319-x$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,776,780,27901,27902,41464,42533,51294</link.rule.ids></links><search><creatorcontrib>Jani, Nur Aimi</creatorcontrib><creatorcontrib>Haddad, Larbi</creatorcontrib><creatorcontrib>Abdulhameed, Ahmed Saud</creatorcontrib><creatorcontrib>Jawad, Ali H.</creatorcontrib><creatorcontrib>ALOthman, Zeid A.</creatorcontrib><creatorcontrib>Yaseen, Zaher Mundher</creatorcontrib><title>Modeling and optimization of the adsorptive removal of crystal violet dye by durian (Durio zibethinus) seeds powder: insight into kinetic, isotherm, thermodynamic, and adsorption mechanism</title><title>Biomass conversion and biorefinery</title><addtitle>Biomass Conv. Bioref</addtitle><description>In this study, a renewable and effective bio-adsorbent was derived from Malaysian durian seeds (DSs) to act as a promising biosorbent for phytoremediation application towards removal of a hazardous cationic dye (crystal violet, CV) from aqueous environments. The physiochemical characteristics of DS were investigated by several analytical methods such as FTIR, TGA-DTG, BET, pH
pzc
, and SEM-EDX. Subsequently, a statistical optimization for CV removal by DS was carried out via Box-Behnken design (BBD) and numerical desirability function. In this regard, four operational factors that affect CV adsorption, i.e., DS dosage (0.02–0.1 g), initial pH (4–10), temperature (25–50 °C), and adsorption time (5–25 min) were optimized by BBD and numerical desirability function. Hence, the highest CV removal (93.91%) was recorded under the optimal conditions found through desirability function as follows: DS dosage of 0.081 g, solution pH = 9.9, working temperature = 34.6 °C, and contact time = 24.9 min. Furthermore, ANOVA test indicated the significant parametric interactions towards CV removal (%) can be observed between AB (DS dose
vs
. initial pH), AD (DS dose
vs
. time), and BC (initial pH
vs
. temperature) interactions. The adsorption kinetic process was well described by a pseudo-second-order model. Subsequently, the adsorption equilibrium isotherm was well presented by Freundlich and Temkin isotherm models with maximum adsorption capacity of 158 mg/g. Thus, the thermodynamic functions revealed that the adsorption process was spontaneous and endothermic in nature. The adsorption mechanism of CV on the DS surface can be ascribed to the electrostatic forces,
n
-π stacking, and H-bonding interactions. Thus, the output of the research work indicates the potential applicability of DS as a renewable and effective biosorbent for the removal of CV from aqueous environments.</description><subject>Adsorption</subject><subject>Adsorptivity</subject><subject>Aqueous environments</subject><subject>Biotechnology</subject><subject>Cationic dyes</subject><subject>Dosage</subject><subject>Effectiveness</subject><subject>Endothermic reactions</subject><subject>Energy</subject><subject>Isotherms</subject><subject>Mathematical analysis</subject><subject>Optimization</subject><subject>Original Article</subject><subject>Physiochemistry</subject><subject>Phytoremediation</subject><subject>Renewable and Green Energy</subject><subject>Thermodynamics</subject><issn>2190-6815</issn><issn>2190-6823</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNp9UctOHDEQHEVBCgJ-gFNLXBKJIbZ75-HcIkgCEiiXcLY8455dkx17Y3s3DN_Gx-FlCdxyqlZ3VXepqyiOOTvjjDWfI0eUsmRClAyRy_L-XbEvuGRl3Qp8_1rz6kNxFOMdY0xggy2y_eLxxhtaWjcH7Qz4VbKjfdDJegd-gLQg0Cb6kPsbgkCj3-jldtKHKaZcbqxfUgIzEXQTmHWw2sHHi4weHmxHaWHdOn6CSGQirPxfQ-ELWBftfJEyJg-_raNk-1Ow0eeDYTyFZ_BmcnrcDrbW_tnIxkbqF9rZOB4We4NeRjp6wYPi9vu3X-eX5fXPH1fnX6_LPn8jlV094KyWja6FwAqpI13xYWi6_J2Wmb6SHYp2Npth1deSoRTGSGMGZK0mqhEPipPd3lXwf9YUk7rz6-DySYWsqWQtOKszS-xYffAxBhrUKthRh0lxprZBqV1QKgelnoNS91mEO1HMZDen8Lb6P6onHmqa9g</recordid><startdate>20240601</startdate><enddate>20240601</enddate><creator>Jani, Nur Aimi</creator><creator>Haddad, Larbi</creator><creator>Abdulhameed, Ahmed Saud</creator><creator>Jawad, Ali H.</creator><creator>ALOthman, Zeid A.</creator><creator>Yaseen, Zaher Mundher</creator><general>Springer Berlin Heidelberg</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><orcidid>https://orcid.org/0000-0002-4827-9093</orcidid></search><sort><creationdate>20240601</creationdate><title>Modeling and optimization of the adsorptive removal of crystal violet dye by durian (Durio zibethinus) seeds powder: insight into kinetic, isotherm, thermodynamic, and adsorption mechanism</title><author>Jani, Nur Aimi ; Haddad, Larbi ; Abdulhameed, Ahmed Saud ; Jawad, Ali H. ; ALOthman, Zeid A. ; Yaseen, Zaher Mundher</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c319t-b6f34697a622353ebea51ff7b82380dc59b32844435c690392dd9ddf308aee633</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Adsorption</topic><topic>Adsorptivity</topic><topic>Aqueous environments</topic><topic>Biotechnology</topic><topic>Cationic dyes</topic><topic>Dosage</topic><topic>Effectiveness</topic><topic>Endothermic reactions</topic><topic>Energy</topic><topic>Isotherms</topic><topic>Mathematical analysis</topic><topic>Optimization</topic><topic>Original Article</topic><topic>Physiochemistry</topic><topic>Phytoremediation</topic><topic>Renewable and Green Energy</topic><topic>Thermodynamics</topic><toplevel>online_resources</toplevel><creatorcontrib>Jani, Nur Aimi</creatorcontrib><creatorcontrib>Haddad, Larbi</creatorcontrib><creatorcontrib>Abdulhameed, Ahmed Saud</creatorcontrib><creatorcontrib>Jawad, Ali H.</creatorcontrib><creatorcontrib>ALOthman, Zeid A.</creatorcontrib><creatorcontrib>Yaseen, Zaher Mundher</creatorcontrib><collection>CrossRef</collection><jtitle>Biomass conversion and biorefinery</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Jani, Nur Aimi</au><au>Haddad, Larbi</au><au>Abdulhameed, Ahmed Saud</au><au>Jawad, Ali H.</au><au>ALOthman, Zeid A.</au><au>Yaseen, Zaher Mundher</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Modeling and optimization of the adsorptive removal of crystal violet dye by durian (Durio zibethinus) seeds powder: insight into kinetic, isotherm, thermodynamic, and adsorption mechanism</atitle><jtitle>Biomass conversion and biorefinery</jtitle><stitle>Biomass Conv. Bioref</stitle><date>2024-06-01</date><risdate>2024</risdate><volume>14</volume><issue>11</issue><spage>12441</spage><epage>12454</epage><pages>12441-12454</pages><issn>2190-6815</issn><eissn>2190-6823</eissn><abstract>In this study, a renewable and effective bio-adsorbent was derived from Malaysian durian seeds (DSs) to act as a promising biosorbent for phytoremediation application towards removal of a hazardous cationic dye (crystal violet, CV) from aqueous environments. The physiochemical characteristics of DS were investigated by several analytical methods such as FTIR, TGA-DTG, BET, pH
pzc
, and SEM-EDX. Subsequently, a statistical optimization for CV removal by DS was carried out via Box-Behnken design (BBD) and numerical desirability function. In this regard, four operational factors that affect CV adsorption, i.e., DS dosage (0.02–0.1 g), initial pH (4–10), temperature (25–50 °C), and adsorption time (5–25 min) were optimized by BBD and numerical desirability function. Hence, the highest CV removal (93.91%) was recorded under the optimal conditions found through desirability function as follows: DS dosage of 0.081 g, solution pH = 9.9, working temperature = 34.6 °C, and contact time = 24.9 min. Furthermore, ANOVA test indicated the significant parametric interactions towards CV removal (%) can be observed between AB (DS dose
vs
. initial pH), AD (DS dose
vs
. time), and BC (initial pH
vs
. temperature) interactions. The adsorption kinetic process was well described by a pseudo-second-order model. Subsequently, the adsorption equilibrium isotherm was well presented by Freundlich and Temkin isotherm models with maximum adsorption capacity of 158 mg/g. Thus, the thermodynamic functions revealed that the adsorption process was spontaneous and endothermic in nature. The adsorption mechanism of CV on the DS surface can be ascribed to the electrostatic forces,
n
-π stacking, and H-bonding interactions. Thus, the output of the research work indicates the potential applicability of DS as a renewable and effective biosorbent for the removal of CV from aqueous environments.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><doi>10.1007/s13399-022-03319-x</doi><tpages>14</tpages><orcidid>https://orcid.org/0000-0002-4827-9093</orcidid></addata></record> |
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subjects | Adsorption Adsorptivity Aqueous environments Biotechnology Cationic dyes Dosage Effectiveness Endothermic reactions Energy Isotherms Mathematical analysis Optimization Original Article Physiochemistry Phytoremediation Renewable and Green Energy Thermodynamics |
title | Modeling and optimization of the adsorptive removal of crystal violet dye by durian (Durio zibethinus) seeds powder: insight into kinetic, isotherm, thermodynamic, and adsorption mechanism |
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