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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Main Authors: Mohd. Nor, Ariff Farhan, Hassan, Mohamad Zaki, A. Rasid, Zainudin, Abdul Aziz, Sa’ardin, Sarip, Shamsul, Md. Daud, Mohd. Yusof
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Published: Springer Science and Business Media B.V. 2021
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Online Access:http://eprints.utm.my/id/eprint/94967/
http://dx.doi.org/10.1007/s10443-021-09879-x
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spelling my.utm.949672022-04-29T22:23:22Z http://eprints.utm.my/id/eprint/94967/ Optimization on Tensile Properties of Kenaf/Multi-walled CNT Hybrid Composites with Box-Behnken Design Mohd. Nor, Ariff Farhan Hassan, Mohamad Zaki A. Rasid, Zainudin Abdul Aziz, Sa’ardin Sarip, Shamsul Md. Daud, Mohd. Yusof T Technology (General) 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. Springer Science and Business Media B.V. 2021 Article PeerReviewed Mohd. Nor, Ariff Farhan and Hassan, Mohamad Zaki and A. Rasid, Zainudin and Abdul Aziz, Sa’ardin and Sarip, Shamsul and Md. Daud, Mohd. Yusof (2021) Optimization on Tensile Properties of Kenaf/Multi-walled CNT Hybrid Composites with Box-Behnken Design. Applied Composite Materials, 28 (3). pp. 607-632. ISSN 0929-189X http://dx.doi.org/10.1007/s10443-021-09879-x
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic T Technology (General)
spellingShingle T Technology (General)
Mohd. Nor, Ariff Farhan
Hassan, Mohamad Zaki
A. Rasid, Zainudin
Abdul Aziz, Sa’ardin
Sarip, Shamsul
Md. Daud, Mohd. Yusof
Optimization on Tensile Properties of Kenaf/Multi-walled CNT Hybrid Composites with Box-Behnken Design
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.
format Article
author Mohd. Nor, Ariff Farhan
Hassan, Mohamad Zaki
A. Rasid, Zainudin
Abdul Aziz, Sa’ardin
Sarip, Shamsul
Md. Daud, Mohd. Yusof
author_facet Mohd. Nor, Ariff Farhan
Hassan, Mohamad Zaki
A. Rasid, Zainudin
Abdul Aziz, Sa’ardin
Sarip, Shamsul
Md. Daud, Mohd. Yusof
author_sort Mohd. Nor, Ariff Farhan
title Optimization on Tensile Properties of Kenaf/Multi-walled CNT Hybrid Composites with Box-Behnken Design
title_short Optimization on Tensile Properties of Kenaf/Multi-walled CNT Hybrid Composites with Box-Behnken Design
title_full Optimization on Tensile Properties of Kenaf/Multi-walled CNT Hybrid Composites with Box-Behnken Design
title_fullStr Optimization on Tensile Properties of Kenaf/Multi-walled CNT Hybrid Composites with Box-Behnken Design
title_full_unstemmed Optimization on Tensile Properties of Kenaf/Multi-walled CNT Hybrid Composites with Box-Behnken Design
title_sort optimization on tensile properties of kenaf/multi-walled cnt hybrid composites with box-behnken design
publisher Springer Science and Business Media B.V.
publishDate 2021
url http://eprints.utm.my/id/eprint/94967/
http://dx.doi.org/10.1007/s10443-021-09879-x
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score 13.160551