Optimization on Tensile Properties of Kenaf/Multi-walled CNT Hybrid Composites with Box-Behnken Design
Hybrid composites have recently become attractive to scholars due to their significant potential to overcome the drawbacks of monofiber composites. However, the simultaneous effects of independent parameters on the properties of these hybrid composites are still not clear as the previous studies hav...
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Veröffentlicht in: | Applied composite materials 2021-06, Vol.28 (3), p.607-632 |
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description | Hybrid composites have recently become attractive to scholars due to their significant potential to overcome the drawbacks of monofiber composites. However, the simultaneous effects of independent parameters on the properties of these hybrid composites are still not clear as the previous studies have mostly focused on varying one parameter only. Therefore, a response surface methodology (RSM) is introduced. Accordingly, the present study attempts the modeling and optimization of four independent parameters on the kenaf
/
multi-walled carbon nanotubes (MWCNTs) hybrid composites by using three-level Box-Behnken RSM. The four parameters: kenaf fiber loading, NaOH concentration, MWCNTs loading and sonication time have been selected based on the past literature and their simultaneous effects on the tensile properties are studied. It was found that the optimized 10.029wt% of kenaf fiber loading, 4.057% NaOH concentration, 0.965wt% of MWCNTs loading and 2.970 h of sonication time predicted an optimum tensile strength and tensile modulus of 123.580 MPa and 16.084GPa respectively. Moreover, the validation through experiment of the predicted optimum results has been concluded and reveals that the results were reliable after considering the relatively low error levels. Besides, the response also displayed that the kenaf fiber loading had the highest degree of impact on the tensile properties compared to the other three parameters. |
doi_str_mv | 10.1007/s10443-021-09879-x |
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/
multi-walled carbon nanotubes (MWCNTs) hybrid composites by using three-level Box-Behnken RSM. The four parameters: kenaf fiber loading, NaOH concentration, MWCNTs loading and sonication time have been selected based on the past literature and their simultaneous effects on the tensile properties are studied. It was found that the optimized 10.029wt% of kenaf fiber loading, 4.057% NaOH concentration, 0.965wt% of MWCNTs loading and 2.970 h of sonication time predicted an optimum tensile strength and tensile modulus of 123.580 MPa and 16.084GPa respectively. Moreover, the validation through experiment of the predicted optimum results has been concluded and reveals that the results were reliable after considering the relatively low error levels. Besides, the response also displayed that the kenaf fiber loading had the highest degree of impact on the tensile properties compared to the other three parameters.</description><identifier>ISSN: 0929-189X</identifier><identifier>EISSN: 1573-4897</identifier><identifier>DOI: 10.1007/s10443-021-09879-x</identifier><language>eng</language><publisher>Dordrecht: Springer Netherlands</publisher><subject>Characterization and Evaluation of Materials ; Chemistry and Materials Science ; Classical Mechanics ; Hybrid composites ; Industrial Chemistry/Chemical Engineering ; Kenaf ; Materials Science ; Modulus of elasticity ; Multi wall carbon nanotubes ; Optimization ; Parameters ; Polymer Sciences ; Response surface methodology ; Tensile properties ; Tensile strength</subject><ispartof>Applied composite materials, 2021-06, Vol.28 (3), p.607-632</ispartof><rights>The Author(s), under exclusive licence to Springer Nature B.V. part of Springer Nature 2021</rights><rights>The Author(s), under exclusive licence to Springer Nature B.V. part of Springer Nature 2021.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c319t-89ccec6a54c41488f2abb8776a4e4182dad70a46f6db5698dab512961b19e7323</citedby><cites>FETCH-LOGICAL-c319t-89ccec6a54c41488f2abb8776a4e4182dad70a46f6db5698dab512961b19e7323</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s10443-021-09879-x$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s10443-021-09879-x$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,780,784,27924,27925,41488,42557,51319</link.rule.ids></links><search><creatorcontrib>Nor, Ariff Farhan Mohd</creatorcontrib><creatorcontrib>Hassan, Mohamad Zaki</creatorcontrib><creatorcontrib>Rasid, Zainudin A.</creatorcontrib><creatorcontrib>Aziz, Sa’ardin Abdul</creatorcontrib><creatorcontrib>Sarip, Shamsul</creatorcontrib><creatorcontrib>Md Daud, Mohd Yusof</creatorcontrib><title>Optimization on Tensile Properties of Kenaf/Multi-walled CNT Hybrid Composites with Box-Behnken Design</title><title>Applied composite materials</title><addtitle>Appl Compos Mater</addtitle><description>Hybrid composites have recently become attractive to scholars due to their significant potential to overcome the drawbacks of monofiber composites. However, the simultaneous effects of independent parameters on the properties of these hybrid composites are still not clear as the previous studies have mostly focused on varying one parameter only. Therefore, a response surface methodology (RSM) is introduced. Accordingly, the present study attempts the modeling and optimization of four independent parameters on the kenaf
/
multi-walled carbon nanotubes (MWCNTs) hybrid composites by using three-level Box-Behnken RSM. The four parameters: kenaf fiber loading, NaOH concentration, MWCNTs loading and sonication time have been selected based on the past literature and their simultaneous effects on the tensile properties are studied. It was found that the optimized 10.029wt% of kenaf fiber loading, 4.057% NaOH concentration, 0.965wt% of MWCNTs loading and 2.970 h of sonication time predicted an optimum tensile strength and tensile modulus of 123.580 MPa and 16.084GPa respectively. Moreover, the validation through experiment of the predicted optimum results has been concluded and reveals that the results were reliable after considering the relatively low error levels. Besides, the response also displayed that the kenaf fiber loading had the highest degree of impact on the tensile properties compared to the other three parameters.</description><subject>Characterization and Evaluation of Materials</subject><subject>Chemistry and Materials Science</subject><subject>Classical Mechanics</subject><subject>Hybrid composites</subject><subject>Industrial Chemistry/Chemical Engineering</subject><subject>Kenaf</subject><subject>Materials Science</subject><subject>Modulus of elasticity</subject><subject>Multi wall carbon nanotubes</subject><subject>Optimization</subject><subject>Parameters</subject><subject>Polymer Sciences</subject><subject>Response surface methodology</subject><subject>Tensile properties</subject><subject>Tensile strength</subject><issn>0929-189X</issn><issn>1573-4897</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>AFKRA</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><recordid>eNp9kF1LwzAUhoMoOKd_wKuC13FJkzbJpc6PidN5McG7kLbpltklNcnY5q-3WsE74cA5F8_7HngAOMfoEiPERgEjSglEKYZIcCbg7gAMcMYIpFywQzBAIhUQc_F2DE5CWCGEOMvZANSzNpq1-VTROJt0M9c2mEYnL9612kejQ-Lq5FFbVY-eNk00cKuaRlfJ-HmeTPaFN93p1q0LJnbs1sRlcu128Fov7bu2yY0OZmFPwVGtmqDPfvcQvN7dzscTOJ3dP4yvprAkWETIRVnqMlcZLSmmnNepKgrOWK6oppinlaoYUjSv86rIcsErVWQ4FTkusNCMpGQILvre1ruPjQ5RrtzG2-6lTDMiWIYJJR2V9lTpXQhe17L1Zq38XmIkv33K3qfsfMofn3LXhUgfCh1sF9r_Vf-T-gJdSnmq</recordid><startdate>20210601</startdate><enddate>20210601</enddate><creator>Nor, Ariff Farhan Mohd</creator><creator>Hassan, Mohamad Zaki</creator><creator>Rasid, Zainudin A.</creator><creator>Aziz, Sa’ardin Abdul</creator><creator>Sarip, Shamsul</creator><creator>Md Daud, Mohd Yusof</creator><general>Springer Netherlands</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SR</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>ABJCF</scope><scope>AFKRA</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>HCIFZ</scope><scope>JG9</scope><scope>KB.</scope><scope>PDBOC</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>S0W</scope></search><sort><creationdate>20210601</creationdate><title>Optimization on Tensile Properties of Kenaf/Multi-walled CNT Hybrid Composites with Box-Behnken Design</title><author>Nor, Ariff Farhan Mohd ; Hassan, Mohamad Zaki ; Rasid, Zainudin A. ; Aziz, Sa’ardin Abdul ; Sarip, Shamsul ; Md Daud, Mohd Yusof</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c319t-89ccec6a54c41488f2abb8776a4e4182dad70a46f6db5698dab512961b19e7323</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Characterization and Evaluation of Materials</topic><topic>Chemistry and Materials Science</topic><topic>Classical Mechanics</topic><topic>Hybrid composites</topic><topic>Industrial Chemistry/Chemical Engineering</topic><topic>Kenaf</topic><topic>Materials Science</topic><topic>Modulus of elasticity</topic><topic>Multi wall carbon nanotubes</topic><topic>Optimization</topic><topic>Parameters</topic><topic>Polymer Sciences</topic><topic>Response surface methodology</topic><topic>Tensile properties</topic><topic>Tensile strength</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Nor, Ariff Farhan Mohd</creatorcontrib><creatorcontrib>Hassan, Mohamad Zaki</creatorcontrib><creatorcontrib>Rasid, Zainudin A.</creatorcontrib><creatorcontrib>Aziz, Sa’ardin Abdul</creatorcontrib><creatorcontrib>Sarip, Shamsul</creatorcontrib><creatorcontrib>Md Daud, Mohd Yusof</creatorcontrib><collection>CrossRef</collection><collection>Engineered Materials Abstracts</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Materials Science Collection</collection><collection>ProQuest Central Korea</collection><collection>SciTech Premium Collection</collection><collection>Materials Research Database</collection><collection>Materials 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>ProQuest Central China</collection><collection>DELNET Engineering & Technology Collection</collection><jtitle>Applied composite materials</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Nor, Ariff Farhan Mohd</au><au>Hassan, Mohamad Zaki</au><au>Rasid, Zainudin A.</au><au>Aziz, Sa’ardin Abdul</au><au>Sarip, Shamsul</au><au>Md Daud, Mohd Yusof</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Optimization on Tensile Properties of Kenaf/Multi-walled CNT Hybrid Composites with Box-Behnken Design</atitle><jtitle>Applied composite materials</jtitle><stitle>Appl Compos Mater</stitle><date>2021-06-01</date><risdate>2021</risdate><volume>28</volume><issue>3</issue><spage>607</spage><epage>632</epage><pages>607-632</pages><issn>0929-189X</issn><eissn>1573-4897</eissn><abstract>Hybrid composites have recently become attractive to scholars due to their significant potential to overcome the drawbacks of monofiber composites. However, the simultaneous effects of independent parameters on the properties of these hybrid composites are still not clear as the previous studies have mostly focused on varying one parameter only. Therefore, a response surface methodology (RSM) is introduced. Accordingly, the present study attempts the modeling and optimization of four independent parameters on the kenaf
/
multi-walled carbon nanotubes (MWCNTs) hybrid composites by using three-level Box-Behnken RSM. The four parameters: kenaf fiber loading, NaOH concentration, MWCNTs loading and sonication time have been selected based on the past literature and their simultaneous effects on the tensile properties are studied. It was found that the optimized 10.029wt% of kenaf fiber loading, 4.057% NaOH concentration, 0.965wt% of MWCNTs loading and 2.970 h of sonication time predicted an optimum tensile strength and tensile modulus of 123.580 MPa and 16.084GPa respectively. Moreover, the validation through experiment of the predicted optimum results has been concluded and reveals that the results were reliable after considering the relatively low error levels. Besides, the response also displayed that the kenaf fiber loading had the highest degree of impact on the tensile properties compared to the other three parameters.</abstract><cop>Dordrecht</cop><pub>Springer Netherlands</pub><doi>10.1007/s10443-021-09879-x</doi><tpages>26</tpages></addata></record> |
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subjects | Characterization and Evaluation of Materials Chemistry and Materials Science Classical Mechanics Hybrid composites Industrial Chemistry/Chemical Engineering Kenaf Materials Science Modulus of elasticity Multi wall carbon nanotubes Optimization Parameters Polymer Sciences Response surface methodology Tensile properties Tensile strength |
title | Optimization on Tensile Properties of Kenaf/Multi-walled CNT Hybrid Composites with Box-Behnken Design |
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