Application of full-factorial design in the synthesis of polypropylene-g-poly(glycidyl methacrylate) functional material for metal ion adsorption
The graft polymerization of glycidyl methacrylate onto electron beam pre-irradiated polypropylene (PP) nonwoven fabric was optimized using a 43 full factorial design analysis. The analysis yielded a polynomial equation that relates the linear, quadratic and interaction effects of the independent par...
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Veröffentlicht in: | Radiation physics and chemistry (Oxford, England : 1993) England : 1993), 2017-07, Vol.136, p.54-63 |
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description | The graft polymerization of glycidyl methacrylate onto electron beam pre-irradiated polypropylene (PP) nonwoven fabric was optimized using a 43 full factorial design analysis. The analysis yielded a polynomial equation that relates the linear, quadratic and interaction effects of the independent parameters to degree of grafting (Dg). The linear terms (i.e. absorbed dose, reaction time and monomer concentration), quadratic terms of time and concentration, and interaction term between absorbed dose and time were determined as significant independent parameters based from analysis of variance (ANOVA). The optimum grafting time and absorbed dose to achieve 150% Dg at 5% monomer concentration were 3.5h and 39.8kGy, respectively. The pristine PP, polypropylene-g-poly(glycidyl methacrylate) (PP-g-PGMA) and functionalized grafted materials were characterized using ATR-FTIR spectroscopy, thermogravimetric analysis and scanning electron microscopy. The affinities of the synthesized adsorbents towards the target metal ions at pH 4 were established to be in the following order: Cr(VI) >> Pb(II) ~ Cd(II) for the amine functionalized PP-g-PGMA; and Pb(II) > Cd(II) > Cr(VI) for the carboxylic acid functionalized PP-g-PGMA.
•An equation relating Dg to linear, quadratic and interaction terms was established.•Optimum grafting parameters were determined using desirability function.•IDA and EDA functionalized PP were applied for Cr(VI), Cd(II) and Pb(II) sorption. |
doi_str_mv | 10.1016/j.radphyschem.2017.01.047 |
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•An equation relating Dg to linear, quadratic and interaction terms was established.•Optimum grafting parameters were determined using desirability function.•IDA and EDA functionalized PP were applied for Cr(VI), Cd(II) and Pb(II) sorption.</description><identifier>ISSN: 0969-806X</identifier><identifier>EISSN: 1879-0895</identifier><identifier>DOI: 10.1016/j.radphyschem.2017.01.047</identifier><language>eng</language><publisher>Oxford: Elsevier Ltd</publisher><subject>Adsorbents ; Design analysis ; Electron beam grafting ; Electron beams ; Factorial design ; Full factorial design ; Functional materials ; Grafting ; Ion adsorption ; Metal ion adsorbent ; Metal ions ; Monomers ; Parameters ; Poly(glycidyl methacrylate) ; Polymerization ; Polynomials ; Polypropylene ; Radiation ; Reaction time ; Thermogravimetric analysis ; Variance analysis</subject><ispartof>Radiation physics and chemistry (Oxford, England : 1993), 2017-07, Vol.136, p.54-63</ispartof><rights>2017 Elsevier Ltd</rights><rights>Copyright Elsevier BV Jul 2017</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c415t-a166aa1406ebd4b3e2311c6d65fe5016fadf2b6a75e66a4ee8a1d21cbbea97ad3</citedby><cites>FETCH-LOGICAL-c415t-a166aa1406ebd4b3e2311c6d65fe5016fadf2b6a75e66a4ee8a1d21cbbea97ad3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.radphyschem.2017.01.047$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids></links><search><creatorcontrib>Madrid, Jordan F.</creatorcontrib><creatorcontrib>Lopez, Girlie Eunice P.</creatorcontrib><creatorcontrib>Abad, Lucille V.</creatorcontrib><title>Application of full-factorial design in the synthesis of polypropylene-g-poly(glycidyl methacrylate) functional material for metal ion adsorption</title><title>Radiation physics and chemistry (Oxford, England : 1993)</title><description>The graft polymerization of glycidyl methacrylate onto electron beam pre-irradiated polypropylene (PP) nonwoven fabric was optimized using a 43 full factorial design analysis. The analysis yielded a polynomial equation that relates the linear, quadratic and interaction effects of the independent parameters to degree of grafting (Dg). The linear terms (i.e. absorbed dose, reaction time and monomer concentration), quadratic terms of time and concentration, and interaction term between absorbed dose and time were determined as significant independent parameters based from analysis of variance (ANOVA). The optimum grafting time and absorbed dose to achieve 150% Dg at 5% monomer concentration were 3.5h and 39.8kGy, respectively. The pristine PP, polypropylene-g-poly(glycidyl methacrylate) (PP-g-PGMA) and functionalized grafted materials were characterized using ATR-FTIR spectroscopy, thermogravimetric analysis and scanning electron microscopy. The affinities of the synthesized adsorbents towards the target metal ions at pH 4 were established to be in the following order: Cr(VI) >> Pb(II) ~ Cd(II) for the amine functionalized PP-g-PGMA; and Pb(II) > Cd(II) > Cr(VI) for the carboxylic acid functionalized PP-g-PGMA.
•An equation relating Dg to linear, quadratic and interaction terms was established.•Optimum grafting parameters were determined using desirability function.•IDA and EDA functionalized PP were applied for Cr(VI), Cd(II) and Pb(II) sorption.</description><subject>Adsorbents</subject><subject>Design analysis</subject><subject>Electron beam grafting</subject><subject>Electron beams</subject><subject>Factorial design</subject><subject>Full factorial design</subject><subject>Functional materials</subject><subject>Grafting</subject><subject>Ion adsorption</subject><subject>Metal ion adsorbent</subject><subject>Metal ions</subject><subject>Monomers</subject><subject>Parameters</subject><subject>Poly(glycidyl methacrylate)</subject><subject>Polymerization</subject><subject>Polynomials</subject><subject>Polypropylene</subject><subject>Radiation</subject><subject>Reaction time</subject><subject>Thermogravimetric analysis</subject><subject>Variance analysis</subject><issn>0969-806X</issn><issn>1879-0895</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><recordid>eNqNkU1PwzAMhiMEEuPjPxRxgUNLsrZpe5wmvqRJXEDiFrmJs2XKmpJ0SP0Z_GNSxoEjJ9vR49exX0KuGM0YZfxum3lQ_WYMcoO7bE5ZlVGW0aI6IjNWV01K66Y8JjPa8CatKX8_JWchbCmlVV3mM_K16HtrJAzGdYnTid5bm2qQg_MGbKIwmHWXmC4ZNpiEsYshmDCRvbNj710_WuwwXadTfbO2ozRqtMkOhw1IP1oY8DaqdnKaEBV38eFHWjs_UTGbRoMKzvcTc0FONNiAl7_xnLw93L8un9LVy-PzcrFKZcHKIQXGOQArKMdWFW2O85wxyRUvNZbxMhqUnrccqhIjWCDWwNScybZFaCpQ-Tm5PujGJT72GAaxdXsfvxgEa4qyyvN4v0g1B0p6F4JHLXpvduBHwaiYHBBb8ccBMTkgKBPRgdi7PPRiXOPToBdBGuwkKuNRDkI58w-Vb0yxmxE</recordid><startdate>201707</startdate><enddate>201707</enddate><creator>Madrid, Jordan F.</creator><creator>Lopez, Girlie Eunice P.</creator><creator>Abad, Lucille V.</creator><general>Elsevier Ltd</general><general>Elsevier BV</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SR</scope><scope>7U5</scope><scope>8BQ</scope><scope>8FD</scope><scope>JG9</scope><scope>L7M</scope></search><sort><creationdate>201707</creationdate><title>Application of full-factorial design in the synthesis of polypropylene-g-poly(glycidyl methacrylate) functional material for metal ion adsorption</title><author>Madrid, Jordan F. ; Lopez, Girlie Eunice P. ; Abad, Lucille V.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c415t-a166aa1406ebd4b3e2311c6d65fe5016fadf2b6a75e66a4ee8a1d21cbbea97ad3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Adsorbents</topic><topic>Design analysis</topic><topic>Electron beam grafting</topic><topic>Electron beams</topic><topic>Factorial design</topic><topic>Full factorial design</topic><topic>Functional materials</topic><topic>Grafting</topic><topic>Ion adsorption</topic><topic>Metal ion adsorbent</topic><topic>Metal ions</topic><topic>Monomers</topic><topic>Parameters</topic><topic>Poly(glycidyl methacrylate)</topic><topic>Polymerization</topic><topic>Polynomials</topic><topic>Polypropylene</topic><topic>Radiation</topic><topic>Reaction time</topic><topic>Thermogravimetric analysis</topic><topic>Variance analysis</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Madrid, Jordan F.</creatorcontrib><creatorcontrib>Lopez, Girlie Eunice P.</creatorcontrib><creatorcontrib>Abad, Lucille V.</creatorcontrib><collection>CrossRef</collection><collection>Engineered Materials Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>METADEX</collection><collection>Technology Research Database</collection><collection>Materials Research Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>Radiation physics and chemistry (Oxford, England : 1993)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Madrid, Jordan F.</au><au>Lopez, Girlie Eunice P.</au><au>Abad, Lucille V.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Application of full-factorial design in the synthesis of polypropylene-g-poly(glycidyl methacrylate) functional material for metal ion adsorption</atitle><jtitle>Radiation physics and chemistry (Oxford, England : 1993)</jtitle><date>2017-07</date><risdate>2017</risdate><volume>136</volume><spage>54</spage><epage>63</epage><pages>54-63</pages><issn>0969-806X</issn><eissn>1879-0895</eissn><abstract>The graft polymerization of glycidyl methacrylate onto electron beam pre-irradiated polypropylene (PP) nonwoven fabric was optimized using a 43 full factorial design analysis. The analysis yielded a polynomial equation that relates the linear, quadratic and interaction effects of the independent parameters to degree of grafting (Dg). The linear terms (i.e. absorbed dose, reaction time and monomer concentration), quadratic terms of time and concentration, and interaction term between absorbed dose and time were determined as significant independent parameters based from analysis of variance (ANOVA). The optimum grafting time and absorbed dose to achieve 150% Dg at 5% monomer concentration were 3.5h and 39.8kGy, respectively. The pristine PP, polypropylene-g-poly(glycidyl methacrylate) (PP-g-PGMA) and functionalized grafted materials were characterized using ATR-FTIR spectroscopy, thermogravimetric analysis and scanning electron microscopy. The affinities of the synthesized adsorbents towards the target metal ions at pH 4 were established to be in the following order: Cr(VI) >> Pb(II) ~ Cd(II) for the amine functionalized PP-g-PGMA; and Pb(II) > Cd(II) > Cr(VI) for the carboxylic acid functionalized PP-g-PGMA.
•An equation relating Dg to linear, quadratic and interaction terms was established.•Optimum grafting parameters were determined using desirability function.•IDA and EDA functionalized PP were applied for Cr(VI), Cd(II) and Pb(II) sorption.</abstract><cop>Oxford</cop><pub>Elsevier Ltd</pub><doi>10.1016/j.radphyschem.2017.01.047</doi><tpages>10</tpages></addata></record> |
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subjects | Adsorbents Design analysis Electron beam grafting Electron beams Factorial design Full factorial design Functional materials Grafting Ion adsorption Metal ion adsorbent Metal ions Monomers Parameters Poly(glycidyl methacrylate) Polymerization Polynomials Polypropylene Radiation Reaction time Thermogravimetric analysis Variance analysis |
title | Application of full-factorial design in the synthesis of polypropylene-g-poly(glycidyl methacrylate) functional material for metal ion adsorption |
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