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Ultrasonic Synthesis of Carbon Nanotube-Titanium Dioxide Composites: Process Optimization via Response Surface Methodology
[Image: see text] In this study, the central composite design of response surface methodology was applied to optimize the ultrasonic synthesis of multiwalled carbon nanotube-titanium dioxide (MWNT-TiO(2)) composites. Twenty composites were prepared by adjusting three parameters (MWNT concentration i...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical Society
2019
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6648941/ https://www.ncbi.nlm.nih.gov/pubmed/31459348 http://dx.doi.org/10.1021/acsomega.8b02706 |
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author | Zaib, Qammer Jouiad, Mustapha Ahmad, Farrukh |
author_facet | Zaib, Qammer Jouiad, Mustapha Ahmad, Farrukh |
author_sort | Zaib, Qammer |
collection | PubMed |
description | [Image: see text] In this study, the central composite design of response surface methodology was applied to optimize the ultrasonic synthesis of multiwalled carbon nanotube-titanium dioxide (MWNT-TiO(2)) composites. Twenty composites were prepared by adjusting three parameters (MWNT concentration in water, sonication to disperse/exfoliate MWNTs in water, and sonication to attach TiO(2) onto MWNTs) at five levels. On the basis of the experimental design, semiempirical expressions were developed, analyzed, statistically assessed, and subsequently applied to predict the impact of the studied parameters on composite synthesis. The composite synthesis process was optimized to capture the experimental conditions favoring the highest productivity (i.e., MWNT-TiO(2) formation or percent TiO(2) attachment) utilizing minimal resources. The synthesis process optimization results showed that, to make a MWNT-TiO(2) composite in 10 mL of water, 23.2 mg (∼99% of 23.4 mg) of TiO(2) can be attached to 2.6 mg of MWNTs. This process requires only 727 J sonication energy, of which 592 J is invested to exfoliate MWNTs (Sonication 1) and 135 J to attach TiO(2) (Sonication 2) to MWNTs. Finally, the optimally synthesized composite was extensively characterized using SEM, surface area and porosity analysis, TGA, and ζ-potential analysis/DLS. Also, this composite was tested for stability under variable pH and solvent polarity. The approach developed in this study could be used to optimize the synthesis process of other similar composites. |
format | Online Article Text |
id | pubmed-6648941 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-66489412019-08-27 Ultrasonic Synthesis of Carbon Nanotube-Titanium Dioxide Composites: Process Optimization via Response Surface Methodology Zaib, Qammer Jouiad, Mustapha Ahmad, Farrukh ACS Omega [Image: see text] In this study, the central composite design of response surface methodology was applied to optimize the ultrasonic synthesis of multiwalled carbon nanotube-titanium dioxide (MWNT-TiO(2)) composites. Twenty composites were prepared by adjusting three parameters (MWNT concentration in water, sonication to disperse/exfoliate MWNTs in water, and sonication to attach TiO(2) onto MWNTs) at five levels. On the basis of the experimental design, semiempirical expressions were developed, analyzed, statistically assessed, and subsequently applied to predict the impact of the studied parameters on composite synthesis. The composite synthesis process was optimized to capture the experimental conditions favoring the highest productivity (i.e., MWNT-TiO(2) formation or percent TiO(2) attachment) utilizing minimal resources. The synthesis process optimization results showed that, to make a MWNT-TiO(2) composite in 10 mL of water, 23.2 mg (∼99% of 23.4 mg) of TiO(2) can be attached to 2.6 mg of MWNTs. This process requires only 727 J sonication energy, of which 592 J is invested to exfoliate MWNTs (Sonication 1) and 135 J to attach TiO(2) (Sonication 2) to MWNTs. Finally, the optimally synthesized composite was extensively characterized using SEM, surface area and porosity analysis, TGA, and ζ-potential analysis/DLS. Also, this composite was tested for stability under variable pH and solvent polarity. The approach developed in this study could be used to optimize the synthesis process of other similar composites. American Chemical Society 2019-01-08 /pmc/articles/PMC6648941/ /pubmed/31459348 http://dx.doi.org/10.1021/acsomega.8b02706 Text en Copyright © 2019 American Chemical Society This is an open access article published under an ACS AuthorChoice License (http://pubs.acs.org/page/policy/authorchoice_termsofuse.html) , which permits copying and redistribution of the article or any adaptations for non-commercial purposes. |
spellingShingle | Zaib, Qammer Jouiad, Mustapha Ahmad, Farrukh Ultrasonic Synthesis of Carbon Nanotube-Titanium Dioxide Composites: Process Optimization via Response Surface Methodology |
title | Ultrasonic Synthesis of Carbon Nanotube-Titanium Dioxide
Composites: Process Optimization
via Response Surface Methodology |
title_full | Ultrasonic Synthesis of Carbon Nanotube-Titanium Dioxide
Composites: Process Optimization
via Response Surface Methodology |
title_fullStr | Ultrasonic Synthesis of Carbon Nanotube-Titanium Dioxide
Composites: Process Optimization
via Response Surface Methodology |
title_full_unstemmed | Ultrasonic Synthesis of Carbon Nanotube-Titanium Dioxide
Composites: Process Optimization
via Response Surface Methodology |
title_short | Ultrasonic Synthesis of Carbon Nanotube-Titanium Dioxide
Composites: Process Optimization
via Response Surface Methodology |
title_sort | ultrasonic synthesis of carbon nanotube-titanium dioxide
composites: process optimization
via response surface methodology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6648941/ https://www.ncbi.nlm.nih.gov/pubmed/31459348 http://dx.doi.org/10.1021/acsomega.8b02706 |
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