可见光驱动的掺氮二氧化钛-聚偏二氟乙烯光催化膜的污垢减少和通量提高:建模和多变量优化

IF 1.7 4区 化学 Q4 CHEMISTRY, PHYSICAL
Kipchumba Nelson, Achisa C. Mecha, Anil Kumar
{"title":"可见光驱动的掺氮二氧化钛-聚偏二氟乙烯光催化膜的污垢减少和通量提高:建模和多变量优化","authors":"Kipchumba Nelson, Achisa C. Mecha, Anil Kumar","doi":"10.1007/s11144-024-02711-0","DOIUrl":null,"url":null,"abstract":"<p>In this study, the performance of nitrogen-doped titanium dioxide polyvinylidene difluoride photocatalytic membrane (N-TiO<sub>2</sub>-PVDF) in water treatment was assessed. The effect of solution pH (4–10) and salt (NaCl) concentration (7–40 g/l) on the permeate flux was investigated for disinfection of water containing <i>E. coli</i>. Modelling and optimization were done using response surface methodology (RSM) based on central composite design (CCD). Flux was modelled with a quadratic polynomial. The Analysis of Variance had a high predicted R<sup>2</sup> of 0.83, with less than 0.2 difference with adjusted R<sup>2</sup> indicating adequate response variation with a coefficient of variance (CV%) of 3.27%. The coefficient of variance (CV%) in the model did not exceed 10% indicating adequate variation and reliability in the response. The model had an optimum flux value of 5.3 ml/7cmD/min at pH 7 and 7 g/l NaCl concentration. The N-TiO<sub>2</sub>-PVDF membranes were hydrophilic resulting in an 80% higher mean flux than the PVDF membrane. This was attributed to antifouling properties resulting from the photocatalytic activity of N-TiO<sub>2</sub> nanoparticles. The solar-based N-TiO<sub>2</sub>-PVDF membrane effectively disinfected water containing <i>E. coli</i>, with no bacterial regrowth, enhanced flux and reduced fouling.</p><h3 data-test=\"abstract-sub-heading\">Graphical abstract</h3>","PeriodicalId":750,"journal":{"name":"Reaction Kinetics, Mechanisms and Catalysis","volume":null,"pages":null},"PeriodicalIF":1.7000,"publicationDate":"2024-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Fouling reduction and flux enhancement of visible light driven nitrogen doped titanium dioxide-polyvinyl difluoride photocatalytic membrane: modelling and optimization of multiple variables\",\"authors\":\"Kipchumba Nelson, Achisa C. Mecha, Anil Kumar\",\"doi\":\"10.1007/s11144-024-02711-0\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>In this study, the performance of nitrogen-doped titanium dioxide polyvinylidene difluoride photocatalytic membrane (N-TiO<sub>2</sub>-PVDF) in water treatment was assessed. The effect of solution pH (4–10) and salt (NaCl) concentration (7–40 g/l) on the permeate flux was investigated for disinfection of water containing <i>E. coli</i>. Modelling and optimization were done using response surface methodology (RSM) based on central composite design (CCD). Flux was modelled with a quadratic polynomial. The Analysis of Variance had a high predicted R<sup>2</sup> of 0.83, with less than 0.2 difference with adjusted R<sup>2</sup> indicating adequate response variation with a coefficient of variance (CV%) of 3.27%. The coefficient of variance (CV%) in the model did not exceed 10% indicating adequate variation and reliability in the response. The model had an optimum flux value of 5.3 ml/7cmD/min at pH 7 and 7 g/l NaCl concentration. The N-TiO<sub>2</sub>-PVDF membranes were hydrophilic resulting in an 80% higher mean flux than the PVDF membrane. This was attributed to antifouling properties resulting from the photocatalytic activity of N-TiO<sub>2</sub> nanoparticles. The solar-based N-TiO<sub>2</sub>-PVDF membrane effectively disinfected water containing <i>E. coli</i>, with no bacterial regrowth, enhanced flux and reduced fouling.</p><h3 data-test=\\\"abstract-sub-heading\\\">Graphical abstract</h3>\",\"PeriodicalId\":750,\"journal\":{\"name\":\"Reaction Kinetics, Mechanisms and Catalysis\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":1.7000,\"publicationDate\":\"2024-08-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Reaction Kinetics, Mechanisms and Catalysis\",\"FirstCategoryId\":\"92\",\"ListUrlMain\":\"https://doi.org/10.1007/s11144-024-02711-0\",\"RegionNum\":4,\"RegionCategory\":\"化学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"CHEMISTRY, PHYSICAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Reaction Kinetics, Mechanisms and Catalysis","FirstCategoryId":"92","ListUrlMain":"https://doi.org/10.1007/s11144-024-02711-0","RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"CHEMISTRY, PHYSICAL","Score":null,"Total":0}
引用次数: 0

摘要

本研究评估了氮掺杂二氧化钛聚偏二氟乙烯光催化膜(N-TiO2-PVDF)在水处理中的性能。在对含有大肠杆菌的水进行消毒时,研究了溶液 pH 值(4-10)和盐(NaCl)浓度(7-40 克/升)对渗透通量的影响。采用基于中心复合设计(CCD)的响应面方法(RSM)进行了建模和优化。通量采用二次多项式建模。方差分析的预测 R2 高达 0.83,与调整后的 R2 相差小于 0.2,表明响应变化充分,方差系数 (CV%) 为 3.27%。该模型的方差系数(CV%)不超过 10%,表明响应有足够的变化和可靠性。在 pH 值为 7 和 NaCl 浓度为 7 g/l 时,该模型的最佳通量值为 5.3 ml/7cmD/min。N-TiO2-PVDF 膜具有亲水性,其平均通量比 PVDF 膜高出 80%。这归因于 N-TiO2 纳米粒子的光催化活性所产生的防污特性。基于太阳能的 N-TiO2-PVDF 膜有效地消毒了含有大肠杆菌的水,没有细菌再生,提高了通量,减少了污垢。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Fouling reduction and flux enhancement of visible light driven nitrogen doped titanium dioxide-polyvinyl difluoride photocatalytic membrane: modelling and optimization of multiple variables

Fouling reduction and flux enhancement of visible light driven nitrogen doped titanium dioxide-polyvinyl difluoride photocatalytic membrane: modelling and optimization of multiple variables

In this study, the performance of nitrogen-doped titanium dioxide polyvinylidene difluoride photocatalytic membrane (N-TiO2-PVDF) in water treatment was assessed. The effect of solution pH (4–10) and salt (NaCl) concentration (7–40 g/l) on the permeate flux was investigated for disinfection of water containing E. coli. Modelling and optimization were done using response surface methodology (RSM) based on central composite design (CCD). Flux was modelled with a quadratic polynomial. The Analysis of Variance had a high predicted R2 of 0.83, with less than 0.2 difference with adjusted R2 indicating adequate response variation with a coefficient of variance (CV%) of 3.27%. The coefficient of variance (CV%) in the model did not exceed 10% indicating adequate variation and reliability in the response. The model had an optimum flux value of 5.3 ml/7cmD/min at pH 7 and 7 g/l NaCl concentration. The N-TiO2-PVDF membranes were hydrophilic resulting in an 80% higher mean flux than the PVDF membrane. This was attributed to antifouling properties resulting from the photocatalytic activity of N-TiO2 nanoparticles. The solar-based N-TiO2-PVDF membrane effectively disinfected water containing E. coli, with no bacterial regrowth, enhanced flux and reduced fouling.

Graphical abstract

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
3.30
自引率
5.60%
发文量
201
审稿时长
2.8 months
期刊介绍: Reaction Kinetics, Mechanisms and Catalysis is a medium for original contributions in the following fields: -kinetics of homogeneous reactions in gas, liquid and solid phase; -Homogeneous catalysis; -Heterogeneous catalysis; -Adsorption in heterogeneous catalysis; -Transport processes related to reaction kinetics and catalysis; -Preparation and study of catalysts; -Reactors and apparatus. Reaction Kinetics, Mechanisms and Catalysis was formerly published under the title Reaction Kinetics and Catalysis Letters.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信