LAPSE:2023.36411
Published Article
LAPSE:2023.36411
Dynamical Simulation, Sensitivity, and Productivity Analysis of a Light-Photoacclimation Model for Microalgae-Based Carbohydrate Production in Continuous Photobioreactors
Abraham Guzmán-Palomino, Luciano Aguilera-Vázquez, Héctor Hernández-Escoto, Pedro Martin García-Vite, Ana Lidia Martínez-Salazar
August 2, 2023
The world’s human population is increasing as is the demand for new sustainable sources of energy. Accordingly, microalgae-based carbohydrates for biofuel production are being considered as an alternative source of raw materials for producing biofuels. Microalgae grow in photobioreactors under constantly changing conditions. Models improve our understanding of microalgae growth. In this paper, a photoacclimated model for continuous microalgae cultures in photobioreactors was used to study the time-varying behavior and sensitivity of solutions under optimal productivity conditions. From the perspective of dynamic simulation in this work, light intensity was found to play an influential role in modifying metabolic pathways as a cell stressor. Enhancing carbohydrate productivity by combining nutritional deficiency and light intensity regulation modeling strategies could be helpful to optimize the process for the highest yield in large-scale cultivation systems. Under the proposed simulation conditions, a maximum carbohydrate productivity of 48.11 gCm−3d−1 was achieved using an optimal dilution rate of 0.2625 d−1 and 350 μmolm−2s−1 of light intensity. However, it is important to note that, a particular set of manipulated inputs can generate multiple outputs at a steady state. A numerical solution of the sensitivity functions indicated that the model outputs were especially sensitive to changes in parameters corresponding to a minimum nitrogen quota, maximum nitrogen intake rate, dilution rate, and maximum nitrogen quota compared to to other model parameters.
Keywords
carbohydrate pool, dynamic simulation, microalgae, photoacclimation model, photobioreactors, productivity, sensitivity
Subject
Suggested Citation
Guzmán-Palomino A, Aguilera-Vázquez L, Hernández-Escoto H, García-Vite PM, Martínez-Salazar AL. Dynamical Simulation, Sensitivity, and Productivity Analysis of a Light-Photoacclimation Model for Microalgae-Based Carbohydrate Production in Continuous Photobioreactors. (2023). LAPSE:2023.36411
Author Affiliations
Guzmán-Palomino A: Tecnológico Nacional de México, Instituto Tecnológico de Ciudad Madero, Av. 1o. de Mayo esq. Sor Juana Inés de la Cruz S/N Col., Los Mangos, Ciudad Madero 89440, Mexico
Aguilera-Vázquez L: Tecnológico Nacional de México, Instituto Tecnológico de Ciudad Madero, Av. 1o. de Mayo esq. Sor Juana Inés de la Cruz S/N Col., Los Mangos, Ciudad Madero 89440, Mexico [ORCID]
Hernández-Escoto H: Departamento de Ingeniería Química, Universidad de Guanajuato, Guanajuato 36000, Mexico
García-Vite PM: Tecnológico Nacional de México, Instituto Tecnológico de Ciudad Madero, Av. 1o. de Mayo esq. Sor Juana Inés de la Cruz S/N Col., Los Mangos, Ciudad Madero 89440, Mexico
Martínez-Salazar AL: Tecnológico Nacional de México, Instituto Tecnológico de Ciudad Madero, Av. 1o. de Mayo esq. Sor Juana Inés de la Cruz S/N Col., Los Mangos, Ciudad Madero 89440, Mexico
Journal Name
Processes
Volume
11
Issue
7
First Page
1866
Year
2023
Publication Date
2023-06-21
Published Version
ISSN
2227-9717
Version Comments
Original Submission
Other Meta
PII: pr11071866, Publication Type: Journal Article
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LAPSE:2023.36411
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doi:10.3390/pr11071866
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Aug 2, 2023
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CC BY 4.0
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Aug 2, 2023
 
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Calvin Tsay
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