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CFD-Assisted Process Optimization of an Integrated Photocatalytic Membrane System for Water Treatment

An integrated photocatalytic membrane system (IPMS) was developed for potential use in the remediation of naproxen using real water samples from a drinking water treatment plant. Key parameters such as time, pH, water matrix, mixing speeds, flow rate, and light intensity undeniably affected photocat...

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Autores principales: Chakachaka, Vimbainashe Mercy, Tshangana, Charmaine Sesethu, Mamba, Bhekie Brilliance, Muleja, Adolph Anga
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10608198/
https://www.ncbi.nlm.nih.gov/pubmed/37887999
http://dx.doi.org/10.3390/membranes13100827
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author Chakachaka, Vimbainashe Mercy
Tshangana, Charmaine Sesethu
Mamba, Bhekie Brilliance
Muleja, Adolph Anga
author_facet Chakachaka, Vimbainashe Mercy
Tshangana, Charmaine Sesethu
Mamba, Bhekie Brilliance
Muleja, Adolph Anga
author_sort Chakachaka, Vimbainashe Mercy
collection PubMed
description An integrated photocatalytic membrane system (IPMS) was developed for potential use in the remediation of naproxen using real water samples from a drinking water treatment plant. Key parameters such as time, pH, water matrix, mixing speeds, flow rate, and light intensity undeniably affected photocatalytic and membrane separation processes. The system optimization was based on improving irradiation to generate a more reactive species and mass transfer to increase the reaction rate. Upon optimization, IPMS achieved 99% naproxen removal efficiency. Computational fluid dynamics (CFD) simulated the flow patterns and radiation distribution inside the photocatalytic membrane reactor to improve irradiation and mass transfer during operation. The simulated flow field revealed the presence of dead zones with different velocities in the photocatalytic membrane reactor; this limited the mass transfer of reactive species in the reactor, resulting in uneven distribution of reactive radicals. The dead zones were mitigated by increasing the mixing speed, and as a result, convective mass flow improved process performance. The governing parameters (flow patterns and radiation distribution) of the simulated and experimental data were in agreement. The absorption of irradiation by the active site of the membranes improved with light intensity; at higher light intensities, the light irradiated deeper into the membrane. As such, the CoFe(2)O(4) nanoparticles incorporated inside the membrane pores became highly activated, thus enhancing degradation. The obtained space–time yield (STY) (1.23 × 10(11) mol/cm(2).s) and photocatalytic space–time yield (PSTY) (4.39 × 10(11) mol/W.s) showed that the developed IPMS was efficient regarding energy intensiveness and throughput for treatment of pollutants in water.
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spelling pubmed-106081982023-10-28 CFD-Assisted Process Optimization of an Integrated Photocatalytic Membrane System for Water Treatment Chakachaka, Vimbainashe Mercy Tshangana, Charmaine Sesethu Mamba, Bhekie Brilliance Muleja, Adolph Anga Membranes (Basel) Article An integrated photocatalytic membrane system (IPMS) was developed for potential use in the remediation of naproxen using real water samples from a drinking water treatment plant. Key parameters such as time, pH, water matrix, mixing speeds, flow rate, and light intensity undeniably affected photocatalytic and membrane separation processes. The system optimization was based on improving irradiation to generate a more reactive species and mass transfer to increase the reaction rate. Upon optimization, IPMS achieved 99% naproxen removal efficiency. Computational fluid dynamics (CFD) simulated the flow patterns and radiation distribution inside the photocatalytic membrane reactor to improve irradiation and mass transfer during operation. The simulated flow field revealed the presence of dead zones with different velocities in the photocatalytic membrane reactor; this limited the mass transfer of reactive species in the reactor, resulting in uneven distribution of reactive radicals. The dead zones were mitigated by increasing the mixing speed, and as a result, convective mass flow improved process performance. The governing parameters (flow patterns and radiation distribution) of the simulated and experimental data were in agreement. The absorption of irradiation by the active site of the membranes improved with light intensity; at higher light intensities, the light irradiated deeper into the membrane. As such, the CoFe(2)O(4) nanoparticles incorporated inside the membrane pores became highly activated, thus enhancing degradation. The obtained space–time yield (STY) (1.23 × 10(11) mol/cm(2).s) and photocatalytic space–time yield (PSTY) (4.39 × 10(11) mol/W.s) showed that the developed IPMS was efficient regarding energy intensiveness and throughput for treatment of pollutants in water. MDPI 2023-10-09 /pmc/articles/PMC10608198/ /pubmed/37887999 http://dx.doi.org/10.3390/membranes13100827 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Chakachaka, Vimbainashe Mercy
Tshangana, Charmaine Sesethu
Mamba, Bhekie Brilliance
Muleja, Adolph Anga
CFD-Assisted Process Optimization of an Integrated Photocatalytic Membrane System for Water Treatment
title CFD-Assisted Process Optimization of an Integrated Photocatalytic Membrane System for Water Treatment
title_full CFD-Assisted Process Optimization of an Integrated Photocatalytic Membrane System for Water Treatment
title_fullStr CFD-Assisted Process Optimization of an Integrated Photocatalytic Membrane System for Water Treatment
title_full_unstemmed CFD-Assisted Process Optimization of an Integrated Photocatalytic Membrane System for Water Treatment
title_short CFD-Assisted Process Optimization of an Integrated Photocatalytic Membrane System for Water Treatment
title_sort cfd-assisted process optimization of an integrated photocatalytic membrane system for water treatment
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10608198/
https://www.ncbi.nlm.nih.gov/pubmed/37887999
http://dx.doi.org/10.3390/membranes13100827
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