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Outdoor Inclined Plastic Column Photobioreactor: Growth, and Biochemicals Response of Arthrospira platensis Culture on Daily Solar Irradiance in a Tropical Place. Metabolites 2022; 12:metabo12121199. [PMID: 36557237 PMCID: PMC9785283 DOI: 10.3390/metabo12121199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Revised: 11/24/2022] [Accepted: 11/25/2022] [Indexed: 12/02/2022] Open
Abstract
Implementation of outdoor photobioreactors has been challenged by an extremely oversaturated daily peak of solar irradiance. This study aims to understand the role of column size and paranet shading as well as to investigate the most convenient light control in outdoor cyanobacterial culture. The photobioreactor (PBR) consisted of plastic columns with a diameter of 12.74 cm (PBRd-20) and 31.85 cm (PBRd-50) laid outdoors and inclined at 158.22° upwards against solar radiation, while paranet shading was provided at 0%, 50%, 70%, and 90% shading capacity. A semi-continuous culture of cyanobacterium Arthrospira (Spirulina) platensis was conducted for 6 weeks with weekly monitoring of the growth parameter as well as the proximate and pigments content, while the daily irradiance and culture maximum temperature were recorded. The result shows that the column diameter of 12.74 cm had a lethal risk of 44.7% and this decreased to 10.5% by widening the column diameter to 31.85 cm. This lethal risk can be eliminated by the application of a paranet at a 50% reduction level for the column diameter of 31.85 cm and a 70% reduction level for the column diameter of 12.74 cm. The highest culture productivity of 149.03 mg/(L·day) was achieved with a PBRd-20 with 50% shading treatment, but a PBRd-50 with 90% shading treatment led to an increase in the protein and phycocyanin content by 66.7% and 14.91%, respectively.
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Jouannais P, Hindersin S, Löhn S, Pizzol M. Stochastic LCA Model of Upscaling the Production of Microalgal Compounds. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2022; 56:10454-10464. [PMID: 35763500 DOI: 10.1021/acs.est.2c00372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Microalgae are currently being investigated for their promising metabolites but assessing the environmental impact of producing these compounds remains a challenge. Microalgae cultivation performance results from the complex interaction of biological, technological, geographical, and physical factors, which bioengineers try to optimize during the upscaling process. The path from the discovery of a microalgal compound to its industrial production is therefore highly uncertain. Nonetheless, it is key to anticipate the potential environmental impacts associated with the future production of a microalgal target compound. This is achieved in this study by developing an ex-ante, parameterized, and consequential LCA model that performs dynamic simulations of microalgae cultivation. The model is applied to calculate the environmental impacts of 9000 stochastically generated combinations of photobioreactor geometries and operational setups. The demonstration of the model is done for a fictive microalgal strain, parameterized to resemble Chlorella vulgaris, and a fictive target compound assumed to be a carbohydrate. The simulations are performed in Aalborg, Denmark, and Granada, Spain to appreciate geographical variability, which highly affects the requirements for thermoregulation. Open-source documentation allows full reproducibility and further use of the model for the ex-ante assessment of microalgal products.
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Affiliation(s)
- Pierre Jouannais
- Department of Planning, Aalborg University, Rendsburggade 14, 9000 Aalborg, Denmark
| | - Stefan Hindersin
- Sea & Sun Technology LTD, Arndtstraße 9 -13, 24610 Trappenkamp, Germany
| | - Sarah Löhn
- Institute of Environmental Technology and Energy Economics, Waste Resource Management, Hamburg University of Technology, Blohmstraße 15, 21079 Hamburg, Germany
| | - Massimo Pizzol
- Department of Planning, Aalborg University, Rendsburggade 14, 9000 Aalborg, Denmark
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Modeling and Simulation of Photobioreactors with Computational Fluid Dynamics—A Comprehensive Review. ENERGIES 2022. [DOI: 10.3390/en15113966] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Computational Fluid Dynamics (CFD) have been frequently applied to model the growth conditions in photobioreactors, which are affected in a complex way by multiple, interacting physical processes. We review common photobioreactor types and discuss the processes occurring therein as well as how these processes have been considered in previous CFD models. The analysis reveals that CFD models of photobioreactors do often not consider state-of-the-art modeling approaches. As a comprehensive photobioreactor model consists of several sub-models, we review the most relevant models for the simulation of fluid flows, light propagation, heat and mass transfer and growth kinetics as well as state-of-the-art models for turbulence and interphase forces, revealing their strength and deficiencies. In addition, we review the population balance equation, breakage and coalescence models and discretization methods since the predicted bubble size distribution critically depends on them. This comprehensive overview of the available models provides a unique toolbox for generating CFD models of photobioreactors. Directions future research should take are also discussed, mainly consisting of an extensive experimental validation of the single models for specific photobioreactor geometries, as well as more complete and sophisticated integrated models by virtue of the constant increase of the computational capacity.
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A computer-based tool to simulate raceway photobioreactors for design, operation and control purposes. Comput Chem Eng 2022. [DOI: 10.1016/j.compchemeng.2021.107572] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
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Legrand J, Artu A, Pruvost J. A review on photobioreactor design and modelling for microalgae production. REACT CHEM ENG 2021. [DOI: 10.1039/d0re00450b] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
From the cell to the photobioreactor and to the industrial exploitation of microalgae, through the controlled experiments and modelling.
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Affiliation(s)
- Jack Legrand
- University of Nantes
- CNRS, ONIRIS, GEPEA, UMR6144
- 44602 Saint-Nazaire Cedex
- France
| | - Arnaud Artu
- Total, Direction générale Raffinage-Chimie
- Division Biofuels
- Tour Coupole
- 92078 Paris La Défense
- France
| | - Jérémy Pruvost
- University of Nantes
- CNRS, ONIRIS, GEPEA, UMR6144
- 44602 Saint-Nazaire Cedex
- France
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Guzmán JL, Acién FG, Berenguel M. Modelado y control de la producción de microalgas en fotobiorreactores industriales. ACTA ACUST UNITED AC 2020. [DOI: 10.4995/riai.2020.13604] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
Abstract
<p>Este artículo presenta una visión general sobre el proceso de producción de microalgas desde un punto de vista de modelado y control de procesos. En primer lugar se exponen las ventajas y el potencial de este tipo de microorganismos, así como los distintos tipos de reactores que se suelen utilizar para su producción. Posteriormente, se analiza el comportamiento dinámico de este tipo de procesos, el cual es muy complejo y cambiante debido a variaciones en las condiciones ambientales tanto diarias como anuales, y se presentan los distintos balances que permiten describir la evolución de las principales variables del sistema. Se exponen distintos tipos de modelos a nivel biológico y a nivel estructural que han sido validados a escala industrial. Tras analizar su comportamiento dinámico, se motivan los distintos problemas de control existentes en este tipo de sistemas y se resume una amplia batería de estrategias de control que han sido evaluadas con éxito en fotobiorreactores industriales. Finalmente, se concluye el trabajo con un balance de los aspectos más importantes expuestos a lo largo del mismo.</p>
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Modeling the oxygen inhibition in microalgae: An experimental approach based on photorespirometry. N Biotechnol 2020; 59:26-32. [PMID: 32683047 DOI: 10.1016/j.nbt.2020.06.003] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2020] [Revised: 06/15/2020] [Accepted: 06/15/2020] [Indexed: 11/23/2022]
Abstract
Microalgae cultivation has been the object of relevant interest for many industrial applications. Where high purity of the biomass/product is required, closed photobioreactors (PBRs) appear to be the best technological solution. However, as well as cost, the major drawback of closed systems is oxygen accumulation, which is well known to be responsible for growth inhibition. Only a few quantitative approaches have attempted to describe and model oxygen inhibition, which is the result of different biological mechanisms. Here, we have applied a photorespirometric protocol to assess and quantify the effect of high oxygen concentration on photosynthetic production rate. In particular, the effects of light intensity and biomass concentration were assessed, resulting in different maximum inhibitory oxygen concentrations. Literature models available were found not to fully represent experimental data as a function of concentration and light. Accordingly, a new formulation was proposed and validated to describe the photosynthetic rate as a function of external oxygen concentration.
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Abstract
In this paper we present the design problem of helical tubular PhotoBioReactors (PBR) based on energy consumption minimization, using the radius of curvature for the cultivation of microalgae. Computational Fluid Dynamics (CFD) is used to design a configuration of the helical pipeline with minimum energy consumption. We determined how flow direction changes affect energy consumption. Additionally, it was found that the radius of curvature affects the pressure drop in the PBR’s pipe, so a cost function has been developed to solve an optimization problem seeking to obtain the optimum radius of curvature and a helical tubular PBR design with low pumping rates.
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Sánchez-Zurano A, Gómez-Serrano C, Acién-Fernández F, Fernández-Sevilla J, Molina-Grima E. A novel photo-respirometry method to characterize consortia in microalgae-related wastewater treatment processes. ALGAL RES 2020. [DOI: 10.1016/j.algal.2020.101858] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Ali H, Solsvik J, Wagner JL, Zhang D, Hellgardt K, Park CW. CFD and kinetic‐based modeling to optimize the sparger design of a large‐scale photobioreactor for scaling up of biofuel production. Biotechnol Bioeng 2019; 116:2200-2211. [DOI: 10.1002/bit.27010] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2018] [Revised: 04/03/2019] [Accepted: 05/02/2019] [Indexed: 11/05/2022]
Affiliation(s)
- Haider Ali
- School of Mechanical EngineeringKyungpook National UniversityDaegu Korea
- Department of Chemical EngineeringImperial College London, South Kensington CampusLondon UK
- Department of Chemical EngineeringNTNU‐Norwegian University of Science and TechnologyTrondheim Norway
| | - Jannike Solsvik
- Department of Chemical EngineeringNTNU‐Norwegian University of Science and TechnologyTrondheim Norway
| | - Jonathan L. Wagner
- Department of Chemical EngineeringImperial College London, South Kensington CampusLondon UK
- Department of Chemical EngineeringLoughborough University, Loughborough Leicestershire UK
| | - Dongda Zhang
- Department of Chemical EngineeringImperial College London, South Kensington CampusLondon UK
- Centre for Process IntegrationUniversity of ManchesterManchester UK
| | - Klaus Hellgardt
- Department of Chemical EngineeringImperial College London, South Kensington CampusLondon UK
| | - Cheol Woo Park
- School of Mechanical EngineeringKyungpook National UniversityDaegu Korea
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Ippoliti D, Gómez C, del Mar Morales-Amaral M, Pistocchi R, Fernández-Sevilla JM, Acién FG. Modeling of photosynthesis and respiration rate for Isochrysis galbana (T-Iso) and its influence on the production of this strain. BIORESOURCE TECHNOLOGY 2016; 203:71-79. [PMID: 26722805 DOI: 10.1016/j.biortech.2015.12.050] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/02/2015] [Revised: 12/14/2015] [Accepted: 12/15/2015] [Indexed: 06/05/2023]
Abstract
Isochrysis galbana is a widely-used strain in aquaculture in spite of its low productivity. To maximize the productivity of processes based on this microalgae strain, we have developed a model considering the influence of irradiance, temperature, pH and dissolved oxygen concentration on the photosynthesis and respiration rate. Results demonstrate that this strain tolerates temperatures up to 35 °C but it is highly sensitive to irradiances higher than 500 μE m(-2)s(-1) and dissolved oxygen concentrations higher than 11 mgl(-1). We have validated the developed model using data from an industrial-scale outdoor tubular photobioreactor demonstrating that inadequate temperature and dissolved oxygen concentrations reduce productivity to half that which is maximal, according to light availability under real outdoor conditions. The developed model is a useful tool for managing working processes, but especially in the development of new processes based on this strain and to take decisions regarding optimal control strategies.
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Affiliation(s)
- Davide Ippoliti
- Dpt Biological, Geological and Env. Sciences, Univ. Bologna, 48123 Ravenna, Italy
| | - Cintia Gómez
- Department of Chemical Engineering, University of Almería, 04120 Almería, Spain; CIESOL, Joint Centre from University of Almería-CIEMAT, 04120 Almería, Spain
| | - María del Mar Morales-Amaral
- Department of Chemical Engineering, University of Almería, 04120 Almería, Spain; CIESOL, Joint Centre from University of Almería-CIEMAT, 04120 Almería, Spain
| | - Rossella Pistocchi
- Dpt Biological, Geological and Env. Sciences, Univ. Bologna, 48123 Ravenna, Italy
| | - J M Fernández-Sevilla
- Department of Chemical Engineering, University of Almería, 04120 Almería, Spain; CIESOL, Joint Centre from University of Almería-CIEMAT, 04120 Almería, Spain
| | - F Gabriel Acién
- Department of Chemical Engineering, University of Almería, 04120 Almería, Spain; CIESOL, Joint Centre from University of Almería-CIEMAT, 04120 Almería, Spain.
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Continuous cultivation of photosynthetic microorganisms: Approaches, applications and future trends. Biotechnol Adv 2015; 33:1228-45. [DOI: 10.1016/j.biotechadv.2015.03.004] [Citation(s) in RCA: 80] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2014] [Revised: 02/26/2015] [Accepted: 03/06/2015] [Indexed: 12/30/2022]
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