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Fabrication of Electrospun Polycaprolactone/ Xanthan Nanofibers: Modeling and Optimization of Electrospinning Parameters by Central Composite Design
The aim of this study was to fabricate and optimize polycaprolactone/ xanthan electrospun nanofibers using design of experiment. A three-level-four-factor central composite design was constructed using important electrospinning parameters including polycaprolactone/ xanthan blend ratio (50–90 W/W),...
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Published in: | Journal of polymers and the environment 2023-04, Vol.31 (4), p.1536-1552 |
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description | The aim of this study was to fabricate and optimize polycaprolactone/ xanthan electrospun nanofibers using design of experiment. A three-level-four-factor central composite design was constructed using important electrospinning parameters including polycaprolactone/ xanthan blend ratio (50–90 W/W), applied voltage (12–22 kV), flow rate (0.1–1.1 mL/h), and needle tip to collector distance (8–18 cm) and their effect on key responses namely fiber diameter, standard deviation, and contact angle of the fibers were studied. The morphology of nanofibers was characterized using a Field Emission Scanning Electron Microscope. Nanofiber contact angle was characterized by the sessile drop water method. The derived polynomial equation and response surface plots aid in predicting the values of selected independent variables to prepare optimum nanofiber with desired properties. The results showed that the blend ratio of PCL/ xanthan was found to be very critical to giving desired nanofiber size, distribution, and contact angle. In contrast, voltage and flow rate also significantly affected the responses, but the spinning distance had the least effects than the other parameters. Also, the experimental response values were in good agreement with the predicted. Hence, the model demonstrated desirable as a reference to production of fine, bead-free, uniform, with moderate wettability polycaprolactone/ xanthan hybrid nanofibers which may have the potential to be used in the field of food and biological applications. |
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A three-level-four-factor central composite design was constructed using important electrospinning parameters including polycaprolactone/ xanthan blend ratio (50–90 W/W), applied voltage (12–22 kV), flow rate (0.1–1.1 mL/h), and needle tip to collector distance (8–18 cm) and their effect on key responses namely fiber diameter, standard deviation, and contact angle of the fibers were studied. The morphology of nanofibers was characterized using a Field Emission Scanning Electron Microscope. Nanofiber contact angle was characterized by the sessile drop water method. The derived polynomial equation and response surface plots aid in predicting the values of selected independent variables to prepare optimum nanofiber with desired properties. The results showed that the blend ratio of PCL/ xanthan was found to be very critical to giving desired nanofiber size, distribution, and contact angle. In contrast, voltage and flow rate also significantly affected the responses, but the spinning distance had the least effects than the other parameters. Also, the experimental response values were in good agreement with the predicted. Hence, the model demonstrated desirable as a reference to production of fine, bead-free, uniform, with moderate wettability polycaprolactone/ xanthan hybrid nanofibers which may have the potential to be used in the field of food and biological applications.</description><identifier>ISSN: 1566-2543</identifier><identifier>EISSN: 1572-8919</identifier><identifier>DOI: 10.1007/s10924-022-02703-y</identifier><language>eng</language><publisher>New York: Springer US</publisher><subject>Chemistry ; Chemistry and Materials Science ; Contact angle ; Design ; Design factors ; Design of experiments ; Electric potential ; Electrospinning ; Emission analysis ; Environmental Chemistry ; Environmental Engineering/Biotechnology ; Fabrication ; Field emission microscopy ; Flow rates ; Flow velocity ; Independent variables ; Industrial Chemistry/Chemical Engineering ; Materials Science ; Mathematical models ; Nanofibers ; Optimization ; Original Paper ; Parameters ; Polycaprolactone ; Polymer Sciences ; Polynomials ; Scanning electron microscopy ; Voltage ; Wettability ; Xanthan</subject><ispartof>Journal of polymers and the environment, 2023-04, Vol.31 (4), p.1536-1552</ispartof><rights>The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2022. Springer Nature or its licensor (e.g. a society or other partner) 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><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c319t-1197e3aa13dff8516dbd6e19d36331a4b75cff22e1bb702bc81ece785755c133</citedby><cites>FETCH-LOGICAL-c319t-1197e3aa13dff8516dbd6e19d36331a4b75cff22e1bb702bc81ece785755c133</cites><orcidid>0000-0002-0902-1487</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902</link.rule.ids></links><search><creatorcontrib>Sheikhzadeh, Shaghayegh</creatorcontrib><creatorcontrib>Alizadeh Khaledabad, Mohammad</creatorcontrib><creatorcontrib>Almasi, Hadi</creatorcontrib><title>Fabrication of Electrospun Polycaprolactone/ Xanthan Nanofibers: Modeling and Optimization of Electrospinning Parameters by Central Composite Design</title><title>Journal of polymers and the environment</title><addtitle>J Polym Environ</addtitle><description>The aim of this study was to fabricate and optimize polycaprolactone/ xanthan electrospun nanofibers using design of experiment. A three-level-four-factor central composite design was constructed using important electrospinning parameters including polycaprolactone/ xanthan blend ratio (50–90 W/W), applied voltage (12–22 kV), flow rate (0.1–1.1 mL/h), and needle tip to collector distance (8–18 cm) and their effect on key responses namely fiber diameter, standard deviation, and contact angle of the fibers were studied. The morphology of nanofibers was characterized using a Field Emission Scanning Electron Microscope. Nanofiber contact angle was characterized by the sessile drop water method. The derived polynomial equation and response surface plots aid in predicting the values of selected independent variables to prepare optimum nanofiber with desired properties. The results showed that the blend ratio of PCL/ xanthan was found to be very critical to giving desired nanofiber size, distribution, and contact angle. In contrast, voltage and flow rate also significantly affected the responses, but the spinning distance had the least effects than the other parameters. Also, the experimental response values were in good agreement with the predicted. Hence, the model demonstrated desirable as a reference to production of fine, bead-free, uniform, with moderate wettability polycaprolactone/ xanthan hybrid nanofibers which may have the potential to be used in the field of food and biological applications.</description><subject>Chemistry</subject><subject>Chemistry and Materials Science</subject><subject>Contact angle</subject><subject>Design</subject><subject>Design factors</subject><subject>Design of experiments</subject><subject>Electric potential</subject><subject>Electrospinning</subject><subject>Emission analysis</subject><subject>Environmental Chemistry</subject><subject>Environmental Engineering/Biotechnology</subject><subject>Fabrication</subject><subject>Field emission microscopy</subject><subject>Flow rates</subject><subject>Flow velocity</subject><subject>Independent variables</subject><subject>Industrial Chemistry/Chemical Engineering</subject><subject>Materials Science</subject><subject>Mathematical models</subject><subject>Nanofibers</subject><subject>Optimization</subject><subject>Original Paper</subject><subject>Parameters</subject><subject>Polycaprolactone</subject><subject>Polymer Sciences</subject><subject>Polynomials</subject><subject>Scanning electron microscopy</subject><subject>Voltage</subject><subject>Wettability</subject><subject>Xanthan</subject><issn>1566-2543</issn><issn>1572-8919</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNp9kL1OwzAUhSMEEqXwAkyWmEP908QJGyotIAHt0IHNcpyb4iq1g-0O4Tl4YByKxIDEcHXvcL5zdU6SXBJ8TTDmE09wSacppjQOxyztj5IRyThNi5KUx8Od5ynNpuw0OfN-izEuIzhKPheyclrJoK1BtkHzFlRw1nd7g1a27ZXsnG2lCtbABL1KE96kQS_S2EZX4PwNerY1tNpskDQ1WnZB7_THXzttzKBZSSd3ECKIqh7NwAQnWzSzu856HQDdgdcbc56cNLL1cPGzx8l6MV_PHtKn5f3j7PYpVYyUISWk5MCkJKxumiIjeV3VOZCyZjljRE4rnqmmoRRIVXFMK1UQUMCLjGeZIoyNk6uDbYz4vgcfxNbunYkfBeVFzqY8o4OKHlQq5vAOGtE5vZOuFwSLoXxxKF_E8sV3-aKPEDtAPorNBtyv9T_UF2rvi6I</recordid><startdate>20230401</startdate><enddate>20230401</enddate><creator>Sheikhzadeh, Shaghayegh</creator><creator>Alizadeh Khaledabad, Mohammad</creator><creator>Almasi, Hadi</creator><general>Springer US</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7SR</scope><scope>7XB</scope><scope>88I</scope><scope>8AO</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FK</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>BKSAR</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>JG9</scope><scope>KB.</scope><scope>M2P</scope><scope>PATMY</scope><scope>PCBAR</scope><scope>PDBOC</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PYCSY</scope><scope>Q9U</scope><orcidid>https://orcid.org/0000-0002-0902-1487</orcidid></search><sort><creationdate>20230401</creationdate><title>Fabrication of Electrospun Polycaprolactone/ Xanthan Nanofibers: Modeling and Optimization of Electrospinning Parameters by Central Composite Design</title><author>Sheikhzadeh, Shaghayegh ; Alizadeh Khaledabad, Mohammad ; Almasi, Hadi</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c319t-1197e3aa13dff8516dbd6e19d36331a4b75cff22e1bb702bc81ece785755c133</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Chemistry</topic><topic>Chemistry and Materials Science</topic><topic>Contact angle</topic><topic>Design</topic><topic>Design factors</topic><topic>Design of experiments</topic><topic>Electric potential</topic><topic>Electrospinning</topic><topic>Emission analysis</topic><topic>Environmental Chemistry</topic><topic>Environmental Engineering/Biotechnology</topic><topic>Fabrication</topic><topic>Field emission microscopy</topic><topic>Flow rates</topic><topic>Flow velocity</topic><topic>Independent variables</topic><topic>Industrial Chemistry/Chemical Engineering</topic><topic>Materials Science</topic><topic>Mathematical models</topic><topic>Nanofibers</topic><topic>Optimization</topic><topic>Original Paper</topic><topic>Parameters</topic><topic>Polycaprolactone</topic><topic>Polymer Sciences</topic><topic>Polynomials</topic><topic>Scanning electron microscopy</topic><topic>Voltage</topic><topic>Wettability</topic><topic>Xanthan</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Sheikhzadeh, Shaghayegh</creatorcontrib><creatorcontrib>Alizadeh Khaledabad, Mohammad</creatorcontrib><creatorcontrib>Almasi, Hadi</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Engineered Materials Abstracts</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Science Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Agriculture & Environmental Science Database</collection><collection>ProQuest Central Essentials</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>Technology Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Earth, Atmospheric & Aquatic Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Materials Science Collection</collection><collection>ProQuest Central</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>Materials Research Database</collection><collection>ProQuest Materials Science Database</collection><collection>Science Database (ProQuest)</collection><collection>Environmental Science Database</collection><collection>ProQuest Earth, Atmospheric & Aquatic Science Database</collection><collection>Materials Science Collection</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>Environmental Science Collection</collection><collection>ProQuest Central Basic</collection><jtitle>Journal of polymers and the environment</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Sheikhzadeh, Shaghayegh</au><au>Alizadeh Khaledabad, Mohammad</au><au>Almasi, Hadi</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Fabrication of Electrospun Polycaprolactone/ Xanthan Nanofibers: Modeling and Optimization of Electrospinning Parameters by Central Composite Design</atitle><jtitle>Journal of polymers and the environment</jtitle><stitle>J Polym Environ</stitle><date>2023-04-01</date><risdate>2023</risdate><volume>31</volume><issue>4</issue><spage>1536</spage><epage>1552</epage><pages>1536-1552</pages><issn>1566-2543</issn><eissn>1572-8919</eissn><abstract>The aim of this study was to fabricate and optimize polycaprolactone/ xanthan electrospun nanofibers using design of experiment. 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In contrast, voltage and flow rate also significantly affected the responses, but the spinning distance had the least effects than the other parameters. Also, the experimental response values were in good agreement with the predicted. Hence, the model demonstrated desirable as a reference to production of fine, bead-free, uniform, with moderate wettability polycaprolactone/ xanthan hybrid nanofibers which may have the potential to be used in the field of food and biological applications.</abstract><cop>New York</cop><pub>Springer US</pub><doi>10.1007/s10924-022-02703-y</doi><tpages>17</tpages><orcidid>https://orcid.org/0000-0002-0902-1487</orcidid></addata></record> |
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subjects | Chemistry Chemistry and Materials Science Contact angle Design Design factors Design of experiments Electric potential Electrospinning Emission analysis Environmental Chemistry Environmental Engineering/Biotechnology Fabrication Field emission microscopy Flow rates Flow velocity Independent variables Industrial Chemistry/Chemical Engineering Materials Science Mathematical models Nanofibers Optimization Original Paper Parameters Polycaprolactone Polymer Sciences Polynomials Scanning electron microscopy Voltage Wettability Xanthan |
title | Fabrication of Electrospun Polycaprolactone/ Xanthan Nanofibers: Modeling and Optimization of Electrospinning Parameters by Central Composite Design |
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