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

IF 1.7 4区 化学 Q4 CHEMISTRY, PHYSICAL
Kipchumba Nelson, Achisa C. Mecha, Anil Kumar
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Abstract

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

Abstract Image

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
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。
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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.
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