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Combination of cellulose tissue paper and bleach-treated graphene in stiffness reinforcement of polyvinyl alcohol film

A pre-treatment of graphene with bleach is considered one of the possible purification methods after liquid-phase exfoliation. However, the effect of this treatment on the mechanical reinforcement strategy for polymer film is yet to be investigated to date. In this full work, the influence of the...

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Main Authors: Abdullah, Abu Hannifa, Ismail, Zulhelmi, W. Idris, Wan Farhana, Khusairi, Zulsyazwan Ahmad, Mohd Zuhan, Mohd Khairul Nizam
Format: Article
Language:English
Published: Elsevier 2023
Subjects:
T Technology (General)
Online Access:http://eprints.uthm.edu.my/10427/1/J15715_27d04df3857d02f4390c748972227605.pdf
http://eprints.uthm.edu.my/10427/
https://doi.org/10.1016/j.diamond.2023.109697
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spelling my.uthm.eprints.104272023-11-21T01:45:44Z http://eprints.uthm.edu.my/10427/ Combination of cellulose tissue paper and bleach-treated graphene in stiffness reinforcement of polyvinyl alcohol film Abdullah, Abu Hannifa Ismail, Zulhelmi W. Idris, Wan Farhana Khusairi, Zulsyazwan Ahmad Mohd Zuhan, Mohd Khairul Nizam T Technology (General) A pre-treatment of graphene with bleach is considered one of the possible purification methods after liquid-phase exfoliation. However, the effect of this treatment on the mechanical reinforcement strategy for polymer film is yet to be investigated to date. In this full work, the influence of the C/O ratio, ID/IG, and volume of graphene after combination with cellulose tissue on the resulting stiffness of polyvinyl alcohol (PVA) composite film has been extensively studied. It is noticed that the incorporation of 30 ml graphene that had been pre-treated for 3 h into PVA had produced the best increment in elastic modulus (1.6 GPa against 0.4 GPa) while a shorter pre-treatment duration of graphene (1 h) would require more graphene volume (40 ml) to match the previous stiffness improvement level. By using the collected experimental data (90 samples), we further modeled the effect of tissue and PVA mass, C/O ratio, ID/IG, and graphene volume on modulus using machine learning (ML) algorithms. Elsevier 2023 Article PeerReviewed text en http://eprints.uthm.edu.my/10427/1/J15715_27d04df3857d02f4390c748972227605.pdf Abdullah, Abu Hannifa and Ismail, Zulhelmi and W. Idris, Wan Farhana and Khusairi, Zulsyazwan Ahmad and Mohd Zuhan, Mohd Khairul Nizam (2023) Combination of cellulose tissue paper and bleach-treated graphene in stiffness reinforcement of polyvinyl alcohol film. Diamond & Related Materials, 132. pp. 1-9. https://doi.org/10.1016/j.diamond.2023.109697
institution Universiti Tun Hussein Onn Malaysia
building UTHM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tun Hussein Onn Malaysia
content_source UTHM Institutional Repository
url_provider http://eprints.uthm.edu.my/
language English
topic T Technology (General)
spellingShingle T Technology (General)
Abdullah, Abu Hannifa
Ismail, Zulhelmi
W. Idris, Wan Farhana
Khusairi, Zulsyazwan Ahmad
Mohd Zuhan, Mohd Khairul Nizam
Combination of cellulose tissue paper and bleach-treated graphene in stiffness reinforcement of polyvinyl alcohol film
description A pre-treatment of graphene with bleach is considered one of the possible purification methods after liquid-phase exfoliation. However, the effect of this treatment on the mechanical reinforcement strategy for polymer film is yet to be investigated to date. In this full work, the influence of the C/O ratio, ID/IG, and volume of graphene after combination with cellulose tissue on the resulting stiffness of polyvinyl alcohol (PVA) composite film has been extensively studied. It is noticed that the incorporation of 30 ml graphene that had been pre-treated for 3 h into PVA had produced the best increment in elastic modulus (1.6 GPa against 0.4 GPa) while a shorter pre-treatment duration of graphene (1 h) would require more graphene volume (40 ml) to match the previous stiffness improvement level. By using the collected experimental data (90 samples), we further modeled the effect of tissue and PVA mass, C/O ratio, ID/IG, and graphene volume on modulus using machine learning (ML) algorithms.
format Article
author Abdullah, Abu Hannifa
Ismail, Zulhelmi
W. Idris, Wan Farhana
Khusairi, Zulsyazwan Ahmad
Mohd Zuhan, Mohd Khairul Nizam
author_facet Abdullah, Abu Hannifa
Ismail, Zulhelmi
W. Idris, Wan Farhana
Khusairi, Zulsyazwan Ahmad
Mohd Zuhan, Mohd Khairul Nizam
author_sort Abdullah, Abu Hannifa
title Combination of cellulose tissue paper and bleach-treated graphene in stiffness reinforcement of polyvinyl alcohol film
title_short Combination of cellulose tissue paper and bleach-treated graphene in stiffness reinforcement of polyvinyl alcohol film
title_full Combination of cellulose tissue paper and bleach-treated graphene in stiffness reinforcement of polyvinyl alcohol film
title_fullStr Combination of cellulose tissue paper and bleach-treated graphene in stiffness reinforcement of polyvinyl alcohol film
title_full_unstemmed Combination of cellulose tissue paper and bleach-treated graphene in stiffness reinforcement of polyvinyl alcohol film
title_sort combination of cellulose tissue paper and bleach-treated graphene in stiffness reinforcement of polyvinyl alcohol film
publisher Elsevier
publishDate 2023
url http://eprints.uthm.edu.my/10427/1/J15715_27d04df3857d02f4390c748972227605.pdf
http://eprints.uthm.edu.my/10427/
https://doi.org/10.1016/j.diamond.2023.109697
_version_ 1783880437897101312
score 13.211869

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