Flux model development and synthesis optimization for an enhanced GO embedded nanocomposite membrane through FFD and RSM approach
A two-level full factorial design was used to analyze several factors involved in PSF–GO–Pebax thin film nanocomposite membranes development. Permeate flux was chosen as a single response for four possible factors: Pebax selective layer concentration, amount of GO load to Pebax selective layer, Peba...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Elsevier
2020-11-01
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| Series: | Heliyon |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2405844020324531 |
| _version_ | 1818566342689685504 |
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| author | Mohamad Syafiq Abdul Wahab Sunarti Abd Rahman Rozaimi Abu Samah |
| author_facet | Mohamad Syafiq Abdul Wahab Sunarti Abd Rahman Rozaimi Abu Samah |
| author_sort | Mohamad Syafiq Abdul Wahab |
| collection | DOAJ |
| description | A two-level full factorial design was used to analyze several factors involved in PSF–GO–Pebax thin film nanocomposite membranes development. Permeate flux was chosen as a single response for four possible factors: Pebax selective layer concentration, amount of GO load to Pebax selective layer, Pebax–GO selective layer thickness, and amount of GO load to PSF substrate. The study is aimed at factors interaction and contribution towards the highest permeation flux via FFD and RSM approach. R2 obtained from the ANOVA is 0.9937 with Pebax concentration as the highest contributing factor. Pebax concentration–amount of GO load to PSF substrate is the only interaction contributing to the highest flux. A regression analysis concluded the study with model development and an optimized condition for the membrane design. |
| first_indexed | 2024-12-14T01:52:30Z |
| format | Article |
| id | doaj.art-0d714ef5683445be83d9f3bd162733ed |
| institution | Directory Open Access Journal |
| issn | 2405-8440 |
| language | English |
| last_indexed | 2024-12-14T01:52:30Z |
| publishDate | 2020-11-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Heliyon |
| spelling | doaj.art-0d714ef5683445be83d9f3bd162733ed2022-12-21T23:21:20ZengElsevierHeliyon2405-84402020-11-01611e05610Flux model development and synthesis optimization for an enhanced GO embedded nanocomposite membrane through FFD and RSM approachMohamad Syafiq Abdul Wahab0Sunarti Abd Rahman1Rozaimi Abu Samah2Department of Chemical Engineering, College of Engineering, Universiti Malaysia Pahang, Lebuhraya Tun Razak, 26300 Gambang, Kuantan, Pahang, MalaysiaCorresponding author.; Department of Chemical Engineering, College of Engineering, Universiti Malaysia Pahang, Lebuhraya Tun Razak, 26300 Gambang, Kuantan, Pahang, MalaysiaDepartment of Chemical Engineering, College of Engineering, Universiti Malaysia Pahang, Lebuhraya Tun Razak, 26300 Gambang, Kuantan, Pahang, MalaysiaA two-level full factorial design was used to analyze several factors involved in PSF–GO–Pebax thin film nanocomposite membranes development. Permeate flux was chosen as a single response for four possible factors: Pebax selective layer concentration, amount of GO load to Pebax selective layer, Pebax–GO selective layer thickness, and amount of GO load to PSF substrate. The study is aimed at factors interaction and contribution towards the highest permeation flux via FFD and RSM approach. R2 obtained from the ANOVA is 0.9937 with Pebax concentration as the highest contributing factor. Pebax concentration–amount of GO load to PSF substrate is the only interaction contributing to the highest flux. A regression analysis concluded the study with model development and an optimized condition for the membrane design.http://www.sciencedirect.com/science/article/pii/S2405844020324531Chemical engineeringMembraneTransport processComputer-aided engineeringFilmsThin film |
| spellingShingle | Mohamad Syafiq Abdul Wahab Sunarti Abd Rahman Rozaimi Abu Samah Flux model development and synthesis optimization for an enhanced GO embedded nanocomposite membrane through FFD and RSM approach Heliyon Chemical engineering Membrane Transport process Computer-aided engineering Films Thin film |
| title | Flux model development and synthesis optimization for an enhanced GO embedded nanocomposite membrane through FFD and RSM approach |
| title_full | Flux model development and synthesis optimization for an enhanced GO embedded nanocomposite membrane through FFD and RSM approach |
| title_fullStr | Flux model development and synthesis optimization for an enhanced GO embedded nanocomposite membrane through FFD and RSM approach |
| title_full_unstemmed | Flux model development and synthesis optimization for an enhanced GO embedded nanocomposite membrane through FFD and RSM approach |
| title_short | Flux model development and synthesis optimization for an enhanced GO embedded nanocomposite membrane through FFD and RSM approach |
| title_sort | flux model development and synthesis optimization for an enhanced go embedded nanocomposite membrane through ffd and rsm approach |
| topic | Chemical engineering Membrane Transport process Computer-aided engineering Films Thin film |
| url | http://www.sciencedirect.com/science/article/pii/S2405844020324531 |
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