ABACO: A New Model of Microalgae-Bacteria Consortia for Biological Treatment of Wastewaters

Microalgae-bacteria consortia have been proposed as alternatives to conventional biological processes to treat different types of wastewaters, including animal slurry. In this work, a microalgae-bacteria consortia (ABACO) model for wastewater treatment is proposed, it being calibrated and validated...

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Main Authors: Ana Sánchez-Zurano, Enrique Rodríguez-Miranda, José Luis Guzmán, Francisco Gabriel Acién-Fernández, José M. Fernández-Sevilla, Emilio Molina Grima
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/11/3/998
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spelling doaj-7c16e708ed21421fb6939a7d47478f762021-01-23T00:03:48ZengMDPI AGApplied Sciences2076-34172021-01-011199899810.3390/app11030998ABACO: A New Model of Microalgae-Bacteria Consortia for Biological Treatment of WastewatersAna Sánchez-Zurano0Enrique Rodríguez-Miranda1José Luis Guzmán2Francisco Gabriel Acién-Fernández3José M. Fernández-Sevilla4Emilio Molina Grima5Department of Chemical Engineering, University of Almería, Ctra. Sacramento s/n, ceiA3, CIESOL, 04120 Almería, SpainDepartment of Mechanical and Industrial Engineering, University of Brescia, Via Branze 38, 25123 Brescia, ItalyDepartment of Informatics, University of Almería, Ctra. Sacramento s/n, ceiA3, CIESOL, 04120 Almería, SpainDepartment of Chemical Engineering, University of Almería, Ctra. Sacramento s/n, ceiA3, CIESOL, 04120 Almería, SpainDepartment of Chemical Engineering, University of Almería, Ctra. Sacramento s/n, ceiA3, CIESOL, 04120 Almería, SpainDepartment of Chemical Engineering, University of Almería, Ctra. Sacramento s/n, ceiA3, CIESOL, 04120 Almería, SpainMicroalgae-bacteria consortia have been proposed as alternatives to conventional biological processes to treat different types of wastewaters, including animal slurry. In this work, a microalgae-bacteria consortia (ABACO) model for wastewater treatment is proposed, it being calibrated and validated using pig slurry. The model includes the most relevant features of microalgae, such as light dependence, endogenous respiration, and growth and nutrient consumption as a function of nutrient availability (especially inorganic carbon), in addition to the already reported features of heterotrophic and nitrifying bacteria. The interrelation between the different populations is also included in the model, in addition to the simultaneous release and consumption of the most relevant compounds, such as oxygen and carbon dioxide. The implementation of the model has been performed in MATLAB software; the calibration of model parameters was carried out using genetic algorithms. The ABACO model allows one to simulate the dynamics of different components in the system, and the relative proportions of microalgae, heterotrophic bacteria, and nitrifying bacteria. The percentage of each microbial population obtained with the model was confirmed by respirometric techniques. The proposed model is a powerful tool for the development of microalgae-related wastewater treatment processes, both to maximize the production of microalgal biomass and to optimize the wastewater treatment capacity.https://www.mdpi.com/2076-3417/11/3/998microalgaebacteriamodellingwastewater treatmentnutrientsphotobioreactor
collection DOAJ
language English
format Article
sources DOAJ
author Ana Sánchez-Zurano
Enrique Rodríguez-Miranda
José Luis Guzmán
Francisco Gabriel Acién-Fernández
José M. Fernández-Sevilla
Emilio Molina Grima
spellingShingle Ana Sánchez-Zurano
Enrique Rodríguez-Miranda
José Luis Guzmán
Francisco Gabriel Acién-Fernández
José M. Fernández-Sevilla
Emilio Molina Grima
ABACO: A New Model of Microalgae-Bacteria Consortia for Biological Treatment of Wastewaters
Applied Sciences
microalgae
bacteria
modelling
wastewater treatment
nutrients
photobioreactor
author_facet Ana Sánchez-Zurano
Enrique Rodríguez-Miranda
José Luis Guzmán
Francisco Gabriel Acién-Fernández
José M. Fernández-Sevilla
Emilio Molina Grima
author_sort Ana Sánchez-Zurano
title ABACO: A New Model of Microalgae-Bacteria Consortia for Biological Treatment of Wastewaters
title_short ABACO: A New Model of Microalgae-Bacteria Consortia for Biological Treatment of Wastewaters
title_full ABACO: A New Model of Microalgae-Bacteria Consortia for Biological Treatment of Wastewaters
title_fullStr ABACO: A New Model of Microalgae-Bacteria Consortia for Biological Treatment of Wastewaters
title_full_unstemmed ABACO: A New Model of Microalgae-Bacteria Consortia for Biological Treatment of Wastewaters
title_sort abaco: a new model of microalgae-bacteria consortia for biological treatment of wastewaters
publisher MDPI AG
series Applied Sciences
issn 2076-3417
publishDate 2021-01-01
description Microalgae-bacteria consortia have been proposed as alternatives to conventional biological processes to treat different types of wastewaters, including animal slurry. In this work, a microalgae-bacteria consortia (ABACO) model for wastewater treatment is proposed, it being calibrated and validated using pig slurry. The model includes the most relevant features of microalgae, such as light dependence, endogenous respiration, and growth and nutrient consumption as a function of nutrient availability (especially inorganic carbon), in addition to the already reported features of heterotrophic and nitrifying bacteria. The interrelation between the different populations is also included in the model, in addition to the simultaneous release and consumption of the most relevant compounds, such as oxygen and carbon dioxide. The implementation of the model has been performed in MATLAB software; the calibration of model parameters was carried out using genetic algorithms. The ABACO model allows one to simulate the dynamics of different components in the system, and the relative proportions of microalgae, heterotrophic bacteria, and nitrifying bacteria. The percentage of each microbial population obtained with the model was confirmed by respirometric techniques. The proposed model is a powerful tool for the development of microalgae-related wastewater treatment processes, both to maximize the production of microalgal biomass and to optimize the wastewater treatment capacity.
topic microalgae
bacteria
modelling
wastewater treatment
nutrients
photobioreactor
url https://www.mdpi.com/2076-3417/11/3/998
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