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 C/...
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Elsevier
2023
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| Online Access: | http://eprints.uthm.edu.my/8307/1/J15715_27d04df3857d02f4390c748972227605.pdf http://eprints.uthm.edu.my/8307/ https://doi.org/10.1016/j.diamond.2023.109697 |
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| author | Abdullahb, Abu Hannifa Ismail, Zulhelmi W. Idris, Wan Farhana Ahmad, Zulsyazwan Mohd Zuhan, Mohd Khairul Nizam |
| author_facet | Abdullahb, Abu Hannifa Ismail, Zulhelmi W. Idris, Wan Farhana Ahmad, Zulsyazwan Mohd Zuhan, Mohd Khairul Nizam |
| author_sort | Abdullahb, Abu Hannifa |
| building | UTHM Library |
| collection | Institutional Repository |
| content_provider | Universiti Tun Hussein Onn Malaysia |
| content_source | UTHM Institutional Repository |
| continent | Asia |
| country | Malaysia |
| 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 |
| id | my.uthm.eprints-8307 |
| institution | Universiti Tun Hussein Onn Malaysia |
| language | en |
| publishDate | 2023 |
| publisher | Elsevier |
| record_format | eprints |
| spelling | my.uthm.eprints-83072023-02-14T08:28:40Z http://eprints.uthm.edu.my/8307/ Combination of cellulose tissue paper and bleach-treated graphene in stiffness reinforcement of polyvinyl alcohol film Abdullahb, Abu Hannifa Ismail, Zulhelmi W. Idris, Wan Farhana Ahmad, Zulsyazwan 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/8307/1/J15715_27d04df3857d02f4390c748972227605.pdf Abdullahb, Abu Hannifa and Ismail, Zulhelmi and W. Idris, Wan Farhana and Ahmad, Zulsyazwan 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. 1-8. https://doi.org/10.1016/j.diamond.2023.109697 |
| spellingShingle | T Technology (General) Abdullahb, Abu Hannifa Ismail, Zulhelmi W. Idris, Wan Farhana Ahmad, Zulsyazwan Mohd Zuhan, Mohd Khairul Nizam Combination of cellulose tissue paper and bleach-treated graphene in stiffness reinforcement of polyvinyl alcohol film |
| title | 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_short | 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 |
| topic | T Technology (General) |
| url | http://eprints.uthm.edu.my/8307/1/J15715_27d04df3857d02f4390c748972227605.pdf http://eprints.uthm.edu.my/8307/ https://doi.org/10.1016/j.diamond.2023.109697 |
| url_provider | http://eprints.uthm.edu.my/ |