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Generalization and Expansion of the Hermia Model for a Better Understanding of Membrane Fouling

One of the most broadly used models for membrane fouling is the Hermia model (HM), which separates this phenomenon into four blocking mechanisms, each with an associated parameter [Formula: see text]. The original model is given by an Ordinary Differential Equation (ODE) dependent on [Formula: see t...

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Autores principales: Pereira, Gustavo Leite Dias, Cardozo-Filho, Lucio, Jegatheesan, Veeriah, Guirardello, Reginaldo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10056723/
https://www.ncbi.nlm.nih.gov/pubmed/36984681
http://dx.doi.org/10.3390/membranes13030290
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author Pereira, Gustavo Leite Dias
Cardozo-Filho, Lucio
Jegatheesan, Veeriah
Guirardello, Reginaldo
author_facet Pereira, Gustavo Leite Dias
Cardozo-Filho, Lucio
Jegatheesan, Veeriah
Guirardello, Reginaldo
author_sort Pereira, Gustavo Leite Dias
collection PubMed
description One of the most broadly used models for membrane fouling is the Hermia model (HM), which separates this phenomenon into four blocking mechanisms, each with an associated parameter [Formula: see text]. The original model is given by an Ordinary Differential Equation (ODE) dependent on [Formula: see text]. This ODE is solved only for these four values of [Formula: see text] , which limits the effectiveness of the model when adjusted to experimental data. This paper aims extend the original Hermia model to new values of [Formula: see text] by slightly increasing the complexity of the HM while keeping it as simple as possible. The extended Hermia model (EHM) is given by a power law for any n ≠ 2 and by an exponential function at n = 2. Analytical expressions for the fouling layer thickness and the accumulated volume are also obtained. To better test the model, we perform model fitting of the EHM and compare its performance to the original four pore-blocking mechanisms in six micro- and ultrafiltration examples. In all examples, the EHM performs consistently better than the four original pore-blocking mechanisms. Changes in the blocking mechanisms concerning transmembrane pressure (TMP), crossflow rate (CFR), crossflow velocity (CFV), membrane composition, and pretreatments are also discussed.
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spelling pubmed-100567232023-03-30 Generalization and Expansion of the Hermia Model for a Better Understanding of Membrane Fouling Pereira, Gustavo Leite Dias Cardozo-Filho, Lucio Jegatheesan, Veeriah Guirardello, Reginaldo Membranes (Basel) Article One of the most broadly used models for membrane fouling is the Hermia model (HM), which separates this phenomenon into four blocking mechanisms, each with an associated parameter [Formula: see text]. The original model is given by an Ordinary Differential Equation (ODE) dependent on [Formula: see text]. This ODE is solved only for these four values of [Formula: see text] , which limits the effectiveness of the model when adjusted to experimental data. This paper aims extend the original Hermia model to new values of [Formula: see text] by slightly increasing the complexity of the HM while keeping it as simple as possible. The extended Hermia model (EHM) is given by a power law for any n ≠ 2 and by an exponential function at n = 2. Analytical expressions for the fouling layer thickness and the accumulated volume are also obtained. To better test the model, we perform model fitting of the EHM and compare its performance to the original four pore-blocking mechanisms in six micro- and ultrafiltration examples. In all examples, the EHM performs consistently better than the four original pore-blocking mechanisms. Changes in the blocking mechanisms concerning transmembrane pressure (TMP), crossflow rate (CFR), crossflow velocity (CFV), membrane composition, and pretreatments are also discussed. MDPI 2023-02-28 /pmc/articles/PMC10056723/ /pubmed/36984681 http://dx.doi.org/10.3390/membranes13030290 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
Pereira, Gustavo Leite Dias
Cardozo-Filho, Lucio
Jegatheesan, Veeriah
Guirardello, Reginaldo
Generalization and Expansion of the Hermia Model for a Better Understanding of Membrane Fouling
title Generalization and Expansion of the Hermia Model for a Better Understanding of Membrane Fouling
title_full Generalization and Expansion of the Hermia Model for a Better Understanding of Membrane Fouling
title_fullStr Generalization and Expansion of the Hermia Model for a Better Understanding of Membrane Fouling
title_full_unstemmed Generalization and Expansion of the Hermia Model for a Better Understanding of Membrane Fouling
title_short Generalization and Expansion of the Hermia Model for a Better Understanding of Membrane Fouling
title_sort generalization and expansion of the hermia model for a better understanding of membrane fouling
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10056723/
https://www.ncbi.nlm.nih.gov/pubmed/36984681
http://dx.doi.org/10.3390/membranes13030290
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