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Structural characterization and catalytic sterilization performance of a TiO(2) nano‐photocatalyst
In view of the food safety and hygiene issues caused by pathogenic microorganisms, tetrabutyl titanate was used as a precursor for the preparation of a TiO(2) nano‐semiconductor photocatalyst via the sol–gel process. The plate count method was then adopted to investigate the photocatalytic steriliza...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7382112/ https://www.ncbi.nlm.nih.gov/pubmed/32724626 http://dx.doi.org/10.1002/fsn3.1646 |
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author | Yang, Yue Guan, Chengli Chen, Shanyuan |
author_facet | Yang, Yue Guan, Chengli Chen, Shanyuan |
author_sort | Yang, Yue |
collection | PubMed |
description | In view of the food safety and hygiene issues caused by pathogenic microorganisms, tetrabutyl titanate was used as a precursor for the preparation of a TiO(2) nano‐semiconductor photocatalyst via the sol–gel process. The plate count method was then adopted to investigate the photocatalytic sterilization performance of the synthesized TiO(2) nanoparticles toward Escherichia coli, Staphylococcus aureus, and Candida albicans. Subsequently, a backpropagation (BP) neural network model was developed to predict the photocatalytic sterilization performance. The photocatalyst was structurally characterized by the Brunauer–Emmett–Teller method for specific surface area determination, transmission electron microscopy, X‐ray diffraction, and X‐ray photoelectron spectroscopy. The results indicated that the prepared TiO(2) nano‐photocatalyst was of high purity with a specific surface area of 76.5 m(2)/g and the particle size range 15–18 nm. The nanoparticles exhibited characteristic peaks corresponding to the oxide component Ti–O, hydroxyl group ˙OH and oxygen chemisorbed and presented an anatase‐dominated multiphase structure that enhanced the photocatalytic performance. UV irradiation at 254 nm produced better sterilization effects on E. coli, S. aureus, and C. albicans, with elimination rates after 30 min of reaction of 97.8%, 99.4%, and 93.6%, respectively. These results indicated that the TiO(2) nano‐photocatalyst is a promising environmentally friendly catalyst with good sterilization performance. The constructed BP neural network also exhibited high training accuracy and good generalization ability, with correlation coefficients between the network‐predicted and experimental target values of 0.9789. These results support research on the intelligent processing of photocatalytic sterilization with TiO(2) nanoparticles. |
format | Online Article Text |
id | pubmed-7382112 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-73821122020-07-27 Structural characterization and catalytic sterilization performance of a TiO(2) nano‐photocatalyst Yang, Yue Guan, Chengli Chen, Shanyuan Food Sci Nutr Original Research In view of the food safety and hygiene issues caused by pathogenic microorganisms, tetrabutyl titanate was used as a precursor for the preparation of a TiO(2) nano‐semiconductor photocatalyst via the sol–gel process. The plate count method was then adopted to investigate the photocatalytic sterilization performance of the synthesized TiO(2) nanoparticles toward Escherichia coli, Staphylococcus aureus, and Candida albicans. Subsequently, a backpropagation (BP) neural network model was developed to predict the photocatalytic sterilization performance. The photocatalyst was structurally characterized by the Brunauer–Emmett–Teller method for specific surface area determination, transmission electron microscopy, X‐ray diffraction, and X‐ray photoelectron spectroscopy. The results indicated that the prepared TiO(2) nano‐photocatalyst was of high purity with a specific surface area of 76.5 m(2)/g and the particle size range 15–18 nm. The nanoparticles exhibited characteristic peaks corresponding to the oxide component Ti–O, hydroxyl group ˙OH and oxygen chemisorbed and presented an anatase‐dominated multiphase structure that enhanced the photocatalytic performance. UV irradiation at 254 nm produced better sterilization effects on E. coli, S. aureus, and C. albicans, with elimination rates after 30 min of reaction of 97.8%, 99.4%, and 93.6%, respectively. These results indicated that the TiO(2) nano‐photocatalyst is a promising environmentally friendly catalyst with good sterilization performance. The constructed BP neural network also exhibited high training accuracy and good generalization ability, with correlation coefficients between the network‐predicted and experimental target values of 0.9789. These results support research on the intelligent processing of photocatalytic sterilization with TiO(2) nanoparticles. John Wiley and Sons Inc. 2020-06-01 /pmc/articles/PMC7382112/ /pubmed/32724626 http://dx.doi.org/10.1002/fsn3.1646 Text en © 2020 The Authors. Food Science & Nutrition published by Wiley Periodicals LLC. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Research Yang, Yue Guan, Chengli Chen, Shanyuan Structural characterization and catalytic sterilization performance of a TiO(2) nano‐photocatalyst |
title | Structural characterization and catalytic sterilization performance of a TiO(2) nano‐photocatalyst |
title_full | Structural characterization and catalytic sterilization performance of a TiO(2) nano‐photocatalyst |
title_fullStr | Structural characterization and catalytic sterilization performance of a TiO(2) nano‐photocatalyst |
title_full_unstemmed | Structural characterization and catalytic sterilization performance of a TiO(2) nano‐photocatalyst |
title_short | Structural characterization and catalytic sterilization performance of a TiO(2) nano‐photocatalyst |
title_sort | structural characterization and catalytic sterilization performance of a tio(2) nano‐photocatalyst |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7382112/ https://www.ncbi.nlm.nih.gov/pubmed/32724626 http://dx.doi.org/10.1002/fsn3.1646 |
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