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Volpe C, Nymark M, Andersen T, Winge P, Lavaud J, Vadstein O. Skeletonema marinoi ecotypes show specific habitat-related responses to fluctuating light supporting high potential for growth under photobioreactor light regime. THE NEW PHYTOLOGIST 2024; 243:145-161. [PMID: 38736026 DOI: 10.1111/nph.19788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Accepted: 04/09/2024] [Indexed: 05/14/2024]
Abstract
Diatoms are a diverse group of phytoplankton usually dominating areas characterized by rapidly shifting light conditions. Because of their high growth rates and interesting biochemical profile, their biomass is considered for various commercial applications. This study aimed at identifying strains with superior growth in a photobioreactor (PBR) by screening the natural intraspecific diversity of ecotypes isolated from different habitats. We investigated the effect of PBR light fluctuating on a millisecond scale (FL, simulating the light in a PBR) on 19 ecotypes of the diatom Skeletonema marinoi isolated from the North Sea-Baltic Sea area. We compare growth, pigment ratios, phylogeny, photo-physiological variables and photoacclimation strategies between all strains and perform qPCR and absorption spectra analysis on a subset of strains. Our results show that the ecotypes responded differently to FL, and have contrasting photo-physiological and photoprotective strategies. The strains from Kattegat performed better in FL, and shared common photoacclimation and photoprotection strategies that are the results of adaptation to the specific light climate of the Kattegat area. The strains that performed better with FL conditions had a high light (HL)-acclimated phenotype coupled with unique nonphotochemical quenching features. Based on their characteristics, three strains were identified as good candidates for growth in PBRs.
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Affiliation(s)
- Charlotte Volpe
- Department of Biotechnology and Food Science, Norwegian University of Science and Technology, N-7491, Trondheim, Norway
- Department of Fisheries and New Biomarine Industry, SINTEF Ocean, N-7465, Trondheim, Norway
| | - Marianne Nymark
- Department of Fisheries and New Biomarine Industry, SINTEF Ocean, N-7465, Trondheim, Norway
- Department of Biology, Norwegian University of Science and Technology, N-7491, Trondheim, Norway
| | - Tom Andersen
- Department of Biosciences, Section for Aquatic Biology and Toxicology (AQUA), University of Oslo, N-0316, Oslo, Norway
| | - Per Winge
- Department of Biology, Norwegian University of Science and Technology, N-7491, Trondheim, Norway
| | - Johann Lavaud
- LEMAR-Laboratory of Marine Environmental Sciences, UMR6539 CNRS, Univ Brest, Ifremer, IRD, Institut Européen de la Mer, Technopôle Brest-Iroise, rue Dumont d'Urville, Plouzané, 29280, France
| | - Olav Vadstein
- Department of Biotechnology and Food Science, Norwegian University of Science and Technology, N-7491, Trondheim, Norway
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2
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Græsholt C, Brembu T, Volpe C, Bartosova Z, Serif M, Winge P, Nymark M. Zeaxanthin epoxidase 3 Knockout Mutants of the Model Diatom Phaeodactylum tricornutum Enable Commercial Production of the Bioactive Carotenoid Diatoxanthin. Mar Drugs 2024; 22:185. [PMID: 38667802 PMCID: PMC11051370 DOI: 10.3390/md22040185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Revised: 04/14/2024] [Accepted: 04/15/2024] [Indexed: 04/28/2024] Open
Abstract
Carotenoids are pigments that have a range of functions in human health. The carotenoid diatoxanthin is suggested to have antioxidant, anti-inflammatory and chemo-preventive properties. Diatoxanthin is only produced by a few groups of microalgae, where it functions in photoprotection. Its large-scale production in microalgae is currently not feasible. In fact, rapid conversion into the inactive pigment diadinoxanthin is triggered when cells are removed from a high-intensity light source, which is the case during large-scale harvesting of microalgae biomass. Zeaxanthin epoxidase (ZEP) 2 and/or ZEP3 have been suggested to be responsible for the back-conversion of high-light accumulated diatoxanthin to diadinoxanthin in low-light in diatoms. Using CRISPR/Cas9 gene editing technology, we knocked out the ZEP2 and ZEP3 genes in the marine diatom Phaeodactylum tricornutum to investigate their role in the diadinoxanthin-diatoxanthin cycle and determine if one of the mutant strains could function as a diatoxanthin production line. Light-shift experiments proved that ZEP3 encodes the enzyme converting diatoxanthin to diadinoxanthin in low light. Loss of ZEP3 caused the high-light-accumulated diatoxanthin to be stable for several hours after the cultures had been returned to low light, suggesting that zep3 mutant strains could be suitable as commercial production lines of diatoxanthin.
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Affiliation(s)
- Cecilie Græsholt
- Department of Biology, Norwegian University of Science and Technology, 7491 Trondheim, Norway (T.B.); (Z.B.); (M.S.); (P.W.)
| | - Tore Brembu
- Department of Biology, Norwegian University of Science and Technology, 7491 Trondheim, Norway (T.B.); (Z.B.); (M.S.); (P.W.)
| | - Charlotte Volpe
- Department of Fisheries and New Biomarine Industry, SINTEF Ocean, 7010 Trondheim, Norway;
| | - Zdenka Bartosova
- Department of Biology, Norwegian University of Science and Technology, 7491 Trondheim, Norway (T.B.); (Z.B.); (M.S.); (P.W.)
| | - Manuel Serif
- Department of Biology, Norwegian University of Science and Technology, 7491 Trondheim, Norway (T.B.); (Z.B.); (M.S.); (P.W.)
| | - Per Winge
- Department of Biology, Norwegian University of Science and Technology, 7491 Trondheim, Norway (T.B.); (Z.B.); (M.S.); (P.W.)
| | - Marianne Nymark
- Department of Biology, Norwegian University of Science and Technology, 7491 Trondheim, Norway (T.B.); (Z.B.); (M.S.); (P.W.)
- Department of Fisheries and New Biomarine Industry, SINTEF Ocean, 7010 Trondheim, Norway;
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Faried M, Khalifa A, Samer M, Attia YA, Moselhy MA, El-Hussein A, Yousef RS, Abdelbary K, Abdelsalam EM. Biostimulation of green microalgae Chlorella sorokiniana using nanoparticles of MgO, Ca 10(PO 4) 6(OH) 2, and ZnO for increasing biodiesel production. Sci Rep 2023; 13:19730. [PMID: 37957193 PMCID: PMC10643612 DOI: 10.1038/s41598-023-46790-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Accepted: 11/05/2023] [Indexed: 11/15/2023] Open
Abstract
Microalgae have the potential to become the primary source of biodiesel, catering to a wide range of essential applications such as transportation. This would allow for a significant reduction in dependence on conventional petroleum diesel. This study investigates the effect of biostimulation techniques utilizing nanoparticles of Magnesium oxide MgO, Calcium hydroxyapatite Ca10(PO4)6(OH)2, and Zinc oxide ZnO to enhance the biodiesel production of Chlorella sorokiniana. By enhancing cell activity, these nanoparticles have demonstrated the ability to improve oil production and subsequently increase biodiesel production. Experimentally, each nanomaterial was introduced at a concentration of 15 mg L-1. The results have shown that MgO nanoparticles yielded the highest biodiesel production, with a recorded yield of 61.5 mg L-1. Hydroxyapatite nanoparticles, on the other hand, facilitated lipid accumulation. ZnO nanoparticles showcased a multifaceted advantage by enhancing both growth and lipid content. Thus, it is suggested that these nanoparticles can be used effectively to increase the lipid content of microalgae. These findings highlight the potential of biostimulation strategies utilizing MgO, hydroxyapatite, and zinc oxide nanoparticles to bolster biodiesel production.
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Affiliation(s)
- Maryam Faried
- Department of Agricultural Engineering, Faculty of Agriculture, Cairo University, Giza, Egypt
| | - Amany Khalifa
- Department of Laser Applications in Metrology, Photochemistry, and Agriculture, National Institute of Laser Enhanced Sciences, Cairo University, Giza, Egypt
- Nanophotonic Research Lab (NRL), Physics Department, The American University in Cairo (AUC), New Cairo, Egypt
| | - Mohamed Samer
- Department of Agricultural Engineering, Faculty of Agriculture, Cairo University, Giza, Egypt.
| | - Yasser A Attia
- Department of Laser Applications in Metrology, Photochemistry, and Agriculture, National Institute of Laser Enhanced Sciences, Cairo University, Giza, Egypt
| | - Mohamed A Moselhy
- Department of Microbiology, Faculty of Agriculture, Cairo University, Giza, Egypt
| | - Ahmed El-Hussein
- Department of Laser Applications in Metrology, Photochemistry, and Agriculture, National Institute of Laser Enhanced Sciences, Cairo University, Giza, Egypt
- Faculty of Science, Galala University, Suez, Egypt
| | - Rania S Yousef
- Department of Biochemistry, Faculty of Agriculture, Cairo University, Giza, Egypt
| | - Khaled Abdelbary
- Department of Agricultural Engineering, Faculty of Agriculture, Cairo University, Giza, Egypt
| | - Essam M Abdelsalam
- Department of Laser Applications in Metrology, Photochemistry, and Agriculture, National Institute of Laser Enhanced Sciences, Cairo University, Giza, Egypt.
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Rezvani F, Rostami K. Photobioreactors for utility-scale applications: effect of gas-liquid mass transfer coefficient and other critical parameters. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023:10.1007/s11356-023-27644-4. [PMID: 37247144 DOI: 10.1007/s11356-023-27644-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 12/24/2022] [Accepted: 05/10/2023] [Indexed: 05/30/2023]
Abstract
Cultivation of microalgae and controlling its growth and performance in closed photobioreactors (PBRs) are easier than open pond systems for wastewater treatment. The performance of PBRs is influenced by geometry, hydrodynamic behavior, and mass transfer. Horizontal and vertical configurations as common designs of PBR are reviewed based on their features, advantages, and disadvantages. However, vertically operated PBRs like bubble columns are preferably used for utility-scale applications of microalgae-based processes. Moreover, an appropriate reactor design reduces the inhibitory effect of dissolved oxygen concentration produced by microalgae and consequently increases the level of available CO2 in the medium. Medium properties, superficial gas velocity, gas holdup, bubble sizes, shear stress, mixing time, sparger design, and the ratio of inner diameter to effective height are shown to influence the overall volumetric mass transfer coefficient (KLa) and PBR's performance. The vertical PBRs like bubble columns provide a high mass transfer, a short liquid circulation time, and a long frequency of light/dark cycle for utility application of microalgae. Different flow regimes are obtained in PBRs based on the gas flow rate, inner diameter, and medium properties. Hydraulic retention time as the main operational parameter is determined in a batch mode for continuous wastewater treatment.
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Affiliation(s)
- Fariba Rezvani
- Department of Biotechnology, Iranian Research Organization for Science and Technology (IROST), P. O. Box 3353-5111, Tehran, Iran.
| | - Khosrow Rostami
- Department of Biotechnology, Iranian Research Organization for Science and Technology (IROST), P. O. Box 3353-5111, Tehran, Iran
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5
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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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6
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Shen Y, Zhang Y, Zhang Q, Ye Q, Cai Q, Wu X. Enhancing the flow field in parallel spiral-flow column photobioreactor to improve CO 2 fixation with Spirulina sp. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 799:149314. [PMID: 34358739 DOI: 10.1016/j.scitotenv.2021.149314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Revised: 07/03/2021] [Accepted: 07/23/2021] [Indexed: 06/13/2023]
Abstract
A parallel spiral-flow column photobioreactor (PSCP) composed of eight spiral-flow columns, and two pipe headers was designed for scale-up cultivation of microalgae to capture CO2. To solve the disturbance of spiral flow fields among parallel columns, computational fluid dynamics (CFD) simulation was used to optimize the main structural parameters, such as the number and the height of microalgae solution outlet (MSO), to improve flow field structure and enhance the cells' light/dark cycle. The horizontal velocity in the direction of optical path and the turbulent kinetic energy (TKE) reached the peak values of 0.214 m/s and 5.28 m2/s2 when MSO number was four and MSO height was 1.05 m. Meanwhile, the disturbance of the spiral flow field among parallel columns are minimum, and microalgae light/dark cycle frequency was 33.3% higher than that of conventional bubble column photobioreactor. Therefore, the biomass yield and CO2 fixation rate of microalgae increased by 81.5% and 100.5%, respectively.
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Affiliation(s)
- Yu Shen
- College of Energy, Soochow University, Suzhou 215006, China
| | - Yingshi Zhang
- College of Energy, Soochow University, Suzhou 215006, China
| | - Qi Zhang
- College of Energy, Soochow University, Suzhou 215006, China
| | - Qing Ye
- College of Energy, Soochow University, Suzhou 215006, China.
| | - Qilin Cai
- School of Rail Transportation, Soochow University, Suzhou 215131, China
| | - Xi Wu
- College of Energy, Soochow University, Suzhou 215006, China.
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7
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Song Y, Cheng J, Lai X, Guo W, Yang W. Developing a three-dimensional tangential swirl plate photobioreactor to enhance mass transfer and flashlight effect for microalgal CO2 fixation. Chem Eng Sci 2021. [DOI: 10.1016/j.ces.2021.116837] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
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8
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Weck K, Calvo S, Delafosse A, Toye D. Hydrodynamic Characterization of a Non‐conventional Photobioreactor. Chem Eng Technol 2021. [DOI: 10.1002/ceat.202100076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Klara Weck
- University of Liège Department of Chemical Engineering – Products, Environment, Processes (PEPs) Allée du 6 août 17B 4000 Liège Belgium
| | - Sébastien Calvo
- University of Liège Department of Chemical Engineering – Products, Environment, Processes (PEPs) Allée du 6 août 17B 4000 Liège Belgium
| | - Angélique Delafosse
- University of Liège Department of Chemical Engineering – Products, Environment, Processes (PEPs) Allée du 6 août 17B 4000 Liège Belgium
| | - Dominique Toye
- University of Liège Department of Chemical Engineering – Products, Environment, Processes (PEPs) Allée du 6 août 17B 4000 Liège Belgium
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9
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Zavafer A, Bates H, Labeeuw L, Kofler JR, Ralph PJ. Normalized chlorophyll fluorescence imaging: A method to determine irradiance and photosynthetically active radiation in phytoplankton cultures. ALGAL RES 2021. [DOI: 10.1016/j.algal.2021.102309] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
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10
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Anye Cho B, de Carvalho Servia MÁ, Del Río Chanona EA, Smith R, Zhang D. Synergising biomass growth kinetics and transport mechanisms to simulate light/dark cycle effects on photo-production systems. Biotechnol Bioeng 2021; 118:1932-1942. [PMID: 33547805 DOI: 10.1002/bit.27707] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2020] [Revised: 01/25/2021] [Accepted: 02/03/2021] [Indexed: 11/05/2022]
Abstract
Light attenuation is a primary challenge limiting the upscaling of photobioreactors for sustainable bio-production. One key to this challenge, is to model and optimise the light/dark cycles so that cells within the dark region can be frequently transferred to the light region for photosynthesis. Therefore, this study proposes the first mechanistic model to integrate the light/dark cycle effects into biomass growth kinetics. This model was initially constructed through theoretical derivation based on the intracellular reaction kinetics, and was subsequently modified by embedding a new parameter, effective light coefficient, to account for the effects of culture mixing. To generate in silico process data, a new multiscale reactive transport modelling strategy was developed to couple fluid dynamics with biomass growth kinetics and light transmission. By comparing against previous experimental and computational studies, the multiscale model shows to be of high accuracy. Based on its simulation result, an original correlation was proposed to link effective light coefficient with photobioreactor gas inflow rate; this has not been done before. The impact of this study is that by using the proposed mechanistic model and correlation, we can easily control and optimise photobioreactor gas inflow rates to alleviate light attenuation and maintain a high biomass growth rate.
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Affiliation(s)
- Bovinille Anye Cho
- Department of Chemical Engineering and Analytical Science, University of Manchester, Manchester, UK
| | | | | | - Robin Smith
- Department of Chemical Engineering and Analytical Science, University of Manchester, Manchester, UK
| | - Dongda Zhang
- Department of Chemical Engineering and Analytical Science, University of Manchester, Manchester, UK
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Xu J, Cheng J, Xin K, Xu J, Yang W. Strengthening flash light effect with a pond-tubular hybrid photobioreactor to improve microalgal biomass yield. BIORESOURCE TECHNOLOGY 2020; 318:124079. [PMID: 32911369 DOI: 10.1016/j.biortech.2020.124079] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/26/2020] [Revised: 08/29/2020] [Accepted: 09/01/2020] [Indexed: 06/11/2023]
Abstract
Poor light utilization efficiency and large occupied area of traditional raceway pond photobioreactors result in low areal microalgal biomass yield in industrial applications. In this study, a pond-tubular hybrid photobioreactor (PTH-PBR) comprising raceway ponds and horizontal tubes was developed to strengthen flash light effect and improve areal microalgal biomass yield. The highest flash cycle frequency (0.63 Hz) of microalgae cells along flow pathway was obtained in the raceway pond of PTH-PBR when shaded area percentage was 20% and ratio of adjacent tube interval to tube diameter was 1, which enhanced microalgal biomass yield by 31.2% than traditional raceway pond. Meanwhile, intracellular chlorophyll content increased by 33.6% and PSII maximum quantum yield (Fv/Fm) increased by 8.1% due to decreased photoinhibition stress. The areal microalgal biomass yield of PTH-PBR was 54.7% higher than that of traditional raceway pond without horizontal tubes.
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Affiliation(s)
- Junchen Xu
- State Key Laboratory of Clean Energy Utilization, Zhejiang University, Hangzhou 310027, China
| | - Jun Cheng
- State Key Laboratory of Clean Energy Utilization, Zhejiang University, Hangzhou 310027, China.
| | - Kai Xin
- State Key Laboratory of Clean Energy Utilization, Zhejiang University, Hangzhou 310027, China
| | - Jinhui Xu
- China Energy Penglai Generation Company Ltd., Penglai 265601, China
| | - Weijuan Yang
- State Key Laboratory of Clean Energy Utilization, Zhejiang University, Hangzhou 310027, China
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12
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Ye Q, Cheng J, Liu S, Qiu Y, Zhang Z, Guo W, An Y. Improving light distribution and light/dark cycle of 900 L tangential spiral-flow column photobioreactors to promote CO 2 fixation with Arthrospira sp. cells. THE SCIENCE OF THE TOTAL ENVIRONMENT 2020; 720:137611. [PMID: 32325586 DOI: 10.1016/j.scitotenv.2020.137611] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/05/2020] [Revised: 02/10/2020] [Accepted: 02/26/2020] [Indexed: 06/11/2023]
Abstract
The light distribution and light/dark cycle were improved in 900 L tangential spiral-flow column photobioreactors (TSCP) to promote CO2 fixation with Arthrospira sp. cells. Solar irradiation model was employed in CFD simulation to investigate light distribution and light/dark cycle in flow field composed of culture medium, CO2 bubbles and Arthrospira sp. cells under actual sunlight irradiation considering geolocation and time. An accurate way to divide light/dark zone based on saturate light intensity and light intensity field was adopted for the first time. When Arthrospira sp. cell concentration increased from 0.1 to 0.9 g/L, light/dark cycle frequency of cells firstly increased from 0.650 Hz to 0.868 Hz and then decreased to 0.117 Hz. Intracellular chlorophyll a content and carotenoids content of Arthrospira sp. cells in TSCP were 6% and 41% higher than those in conventional bubble column photobioreactor. This promoted cellular photosynthesis and stress resistance, which contributed to increase CO2 fixation rate of Arthrospira sp. cells by 59%. When CO2 aeration rate, CO2 volume concentration, and circulating pump power were 0.210 L/min, 15%, and 30 W, chlorophyll a content, helix pitch, and CO2 fixation rate of Arthrospira sp. cells all reached peak values of 8.769 mg/L, 78.26 μm and 0.358 g/L/d, respectively.
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Affiliation(s)
- Qing Ye
- College of Energy, Soochow University, Suzhou 215006, China; State Key Laboratory of Clean Energy Utilization, Zhejiang University, Hangzhou 310027, China.
| | - Jun Cheng
- State Key Laboratory of Clean Energy Utilization, Zhejiang University, Hangzhou 310027, China.
| | - Shuzheng Liu
- State Key Laboratory of Clean Energy Utilization, Zhejiang University, Hangzhou 310027, China
| | - Yi Qiu
- State Key Laboratory of Clean Energy Utilization, Zhejiang University, Hangzhou 310027, China
| | - Ze Zhang
- State Key Laboratory of Clean Energy Utilization, Zhejiang University, Hangzhou 310027, China
| | - Wangbiao Guo
- State Key Laboratory of Clean Energy Utilization, Zhejiang University, Hangzhou 310027, China
| | - Yue An
- College of Chemical and Biological Engineering, Zhejiang University, Hangzhou 310027, China.
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Cheng J, Lai X, Ye Q, Guo W, Zhou J. Numerical simulation on optimizing flow field and flashing-light effect in jet-aerated tangential swirling-flow plate photobioreactor to improve microalgal growth. Chem Eng Sci 2020. [DOI: 10.1016/j.ces.2019.115371] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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14
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Optimization of Tubular Microalgal Photobioreactors with Spiral Ribs under Single-Sided and Double-Sided Illuminations. Processes (Basel) 2019. [DOI: 10.3390/pr7090619] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Microalgae can be raw materials for the production of clean energy and have great potential for development. The design of the microalgal photobioreactor (PBR) affects the mixing of the algal suspension and the utilization efficiency of the light energy, thereby affecting the high-efficiency cultivation of the microalgae. In this study, a spiral rib structure was introduced into a tubular microalgal PBR to improve the mixing performance and the light utilization efficiency. The number of spiral ribs, the inclination angle, and the velocity of the algal suspension were optimized for single-sided and double-sided parallel light illuminations with the same total incident light intensity. Next, the optimization results under the two illumination modes were compared. The results showed that the double-sided illumination did not increase the average light/dark (L/D) cycle frequency of the microalgae particles, but it reduced the efficiency of the L/D cycle enhancement. This outcome was analyzed from the point of view of the relative position between the L/D boundary and the vortex in the flow field. Finally, a method to increase the average L/D cycle frequency was proposed and validated. In this method, the relative position between the L/D boundary and the vortex was adjusted so that the L/D boundary passed through the central region of the vortex. This method can also be applied to the design of other types of PBRs to increase the average L/D cycle frequency.
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15
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Sabri LS, Sultan AJ, Al-Dahhan MH. Investigating the cross-sectional gas holdup distribution in a split internal-loop photobioreactor during microalgae culturing using a sophisticated computed tomography (CT) technique. Chem Eng Res Des 2019. [DOI: 10.1016/j.cherd.2019.06.017] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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16
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Morschett H, Loomba V, Huber G, Wiechert W, von Lieres E, Oldiges M. Laboratory-scale photobiotechnology-current trends and future perspectives. FEMS Microbiol Lett 2019; 365:4604817. [PMID: 29126108 DOI: 10.1093/femsle/fnx238] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2017] [Accepted: 11/07/2017] [Indexed: 11/13/2022] Open
Abstract
Phototrophic bioprocesses are a promising puzzle piece in future bioeconomy concepts but yet mostly fail for economic reasons. Besides other aspects, this is mainly attributed to the omnipresent issue of optimal light supply impeding scale-up and -down of phototrophic processes according to classic established concepts. This MiniReview examines two current trends in photobiotechnology, namely microscale cultivation and modeling and simulation. Microphotobioreactors are a valuable and promising trend with microfluidic chips and microtiter plates as predominant design concepts. Providing idealized conditions, chip systems are preferably to be used for acquiring physiological data of microalgae while microtiter plate systems are more appropriate for process parameter and medium screenings. However, these systems are far from series technology and significant improvements especially regarding flexible light supply remain crucial. Whereas microscale is less addressed by modeling and simulation so far, benchtop photobioreactor design and operation have successfully been studied using such tools. This particularly includes quantitative model-assisted understanding of mixing, mass transfer, light dispersion and particle tracing as well as their relevance for microalgal performance. The ultimate goal will be to combine physiological data from microphotobioreactors with hybrid models to integrate metabolism and reactor simulation in order to facilitate knowledge-based scale transfer of phototrophic bioprocesses.
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Affiliation(s)
- Holger Morschett
- IBG-1: Biotechnology, Institute of Bio- and Geosciences, Forschungszentrum Jülich GmbH, Wilhelm-Johnen-Straße, 52428 Jülich, Germany
| | - Varun Loomba
- IBG-1: Biotechnology, Institute of Bio- and Geosciences, Forschungszentrum Jülich GmbH, Wilhelm-Johnen-Straße, 52428 Jülich, Germany.,IBG-2: Plant Sciences, Institute of Bio- and Geosciences, Forschungszentrum Jülich GmbH, Wilhelm-Johnen-Straße, 52428 Jülich, Germany
| | - Gregor Huber
- IBG-2: Plant Sciences, Institute of Bio- and Geosciences, Forschungszentrum Jülich GmbH, Wilhelm-Johnen-Straße, 52428 Jülich, Germany
| | - Wolfgang Wiechert
- IBG-1: Biotechnology, Institute of Bio- and Geosciences, Forschungszentrum Jülich GmbH, Wilhelm-Johnen-Straße, 52428 Jülich, Germany
| | - Eric von Lieres
- IBG-1: Biotechnology, Institute of Bio- and Geosciences, Forschungszentrum Jülich GmbH, Wilhelm-Johnen-Straße, 52428 Jülich, Germany
| | - Marco Oldiges
- IBG-1: Biotechnology, Institute of Bio- and Geosciences, Forschungszentrum Jülich GmbH, Wilhelm-Johnen-Straße, 52428 Jülich, Germany.,Institute of Biotechnology, RWTH Aachen University, Worringerweg 1, 52074 Aachen, Germany
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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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18
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Qin C, Wu J, Wang J. Synergy between flow and light fields and its applications to the design of mixers in microalgal photobioreactors. BIOTECHNOLOGY FOR BIOFUELS 2019; 12:93. [PMID: 31044006 PMCID: PMC6477735 DOI: 10.1186/s13068-019-1430-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/06/2018] [Accepted: 04/11/2019] [Indexed: 06/09/2023]
Abstract
BACKGROUND Mixers are usually inserted into microalgal photobioreactors to generate vortices that can enhance light/dark cycles of algal cells and consequently enhance biomass productivity. However, existing mixer designs are usually developed using a trial-and-error approach that is largely based on the designer's experience. This approach is not knowledge-based, and thus little or no understanding of the underlying mechanisms of mixer design for mixing performance of photobioreactors is attained. Moreover, a large pumping cost usually accompanies mixer introduction, and this cost is not favorable for practical applications. This study aims to improve this situation. RESULTS In addition to the individual effects of flow and light fields, improving the synergy (coordination) between these fields may markedly enhance the L/D cycle frequency with a lower increase in pumping costs. Thus, the idea of synergy between flow and light fields is introduced to mixer design. Better synergy can be obtained if (a) the vortex core and L/D boundary are closer to each other and (b) the vortex whose core is too far from the L/D boundary is removed. The synergy idea has two types of applications. First, it can facilitate a better understanding of known numerical and experimental results about mixer addition. Second, and more importantly, the idea can help to develop new rules for mixer design. A helical mixer design is provided as a case study to demonstrate the importance and feasibility of the synergy idea. An effective method, i.e., decreasing the radial height of the helical mixer from the inner side, was found, by which the L/D cycle frequency was enhanced by 10.8% while the pumping cost was reduced by 23.8%. CONCLUSIONS The synergy idea may be stated as follows: the enhancement of L/D cycle frequency depends not only on the flow and light fields individually but also on their synergy. This idea can be used to enhance our understanding of some known phenomena that emerge by mixer addition. The idea also provides useful rules to design and optimize a mixer for a higher L/D cycle frequency with a lower increase in pumping costs, and these rules will find widespread applications in PBR design.
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Affiliation(s)
- Chao Qin
- School of Energy and Power Engineering, Huazhong University of Science and Technology, Wuhan, 430074 China
| | - Jing Wu
- School of Energy and Power Engineering, Huazhong University of Science and Technology, Wuhan, 430074 China
| | - Jing Wang
- School of Energy and Power Engineering, Huazhong University of Science and Technology, Wuhan, 430074 China
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19
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Qin C, Wu J. Influence of successive and independent arrangement of Kenics mixer units on light/dark cycle and energy consumption in a tubular microalgae photobioreactor. ALGAL RES 2019. [DOI: 10.1016/j.algal.2018.09.020] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
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20
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Sabri LS, Sultan AJ, Al-Dahhan MH. Mapping of microalgae culturing via radioactive particle tracking. Chem Eng Sci 2018. [DOI: 10.1016/j.ces.2018.08.012] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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21
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Gao X, Kong B, Vigil RD. Simulation of algal photobioreactors: recent developments and challenges. Biotechnol Lett 2018; 40:1311-1327. [DOI: 10.1007/s10529-018-2595-3] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2018] [Accepted: 07/23/2018] [Indexed: 11/24/2022]
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22
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Magro FG, Margarites AC, Reinehr CO, Gonçalves GC, Rodigheri G, Costa JAV, Colla LM. Spirulina platensis biomass composition is influenced by the light availability and harvest phase in raceway ponds. ENVIRONMENTAL TECHNOLOGY 2018; 39:1868-1877. [PMID: 28593820 DOI: 10.1080/09593330.2017.1340352] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2017] [Accepted: 06/01/2017] [Indexed: 06/07/2023]
Abstract
The behavior of cyanobacteria and its potential use for biofuel production in scale-up conditions is a topic of growing importance. The aim of our work is to study the effects of illumination, stirring, and different growth phases on the cultivation of the cyanobacteria Spirulina platensis in 10 L raceways. The cultivations were carried out in a greenhouse under measured, but not controlled, illumination and in agitated raceways with stirring speeds varying from 0.1 to 0.4 m s-1, using culture media with nutrient depletion. At the end of the stationary phase (SP) and decline of culture, the biomass was harvested and used to determine the chemical composition. The stirring rate and the growing phase influenced the carbohydrate concentration. In both phases of cultivation, compared to high-speed stirring, stirring at lower speeds produced fewer carbohydrates in the culture. Biomass grown until the end of the SP with a stirring speed of 0.35 m s-1 had a carbohydrate content of 72%, which is very high compared to that reported in the literature.
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Affiliation(s)
| | - Ana Cláudia Margarites
- a Civil and Environmental Engineering , University of Passo Fundo , Passo Fundo , Brazil
| | | | | | - Grazieli Rodigheri
- c Environmental Engineering , University of Passo Fundo , Passo Fundo , Brazil
| | | | - Luciane Maria Colla
- a Civil and Environmental Engineering , University of Passo Fundo , Passo Fundo , Brazil
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23
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Light/dark cycle enhancement and energy consumption of tubular microalgal photobioreactors with discrete double inclined ribs. BIORESOUR BIOPROCESS 2018. [DOI: 10.1186/s40643-018-0214-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
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24
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Investigation of vertical mixing in thin-layer cascade reactors using computational fluid dynamics. Chem Eng Res Des 2018. [DOI: 10.1016/j.cherd.2018.01.036] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
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25
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Gao X, Kong B, Vigil RD. Multiphysics simulation of algal growth in an airlift photobioreactor: Effects of fluid mixing and shear stress. BIORESOURCE TECHNOLOGY 2018; 251:75-83. [PMID: 29272771 DOI: 10.1016/j.biortech.2017.12.014] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/25/2017] [Revised: 12/04/2017] [Accepted: 12/06/2017] [Indexed: 06/07/2023]
Abstract
A multiphysics model has been developed to predict the effects of fluid mixing and shear stress on microalgal growth in an airlift photobioreactor. The model integrates multiphase flow dynamics, radiation transport, shear stress, and algal growth kinetics using an Eulerian approach. The model is first validated by comparing its predictions with experimental data, and then the radiation transport and algal growth kinetics submodels are added to predict biomass accumulation under different flow conditions. The simulations correctly predict biomass growth curves for a wide range of superficial gas flow rates and demonstrate that biomass productivity increases with increased gas flow rate due to better light delivery to microorganisms. However, at the higher gas flow rates considered, shear stress on microorganisms inhibits biomass growth. Lastly, it is shown that the Eulerian approach used here provides a less cumbersome computational approach and provides better predictions than the circulation time and Lagrangian approaches.
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Affiliation(s)
- Xi Gao
- Department of Chemical & Biological Engineering, Iowa State University, Ames, IA 50011, United States.
| | - Bo Kong
- Ames Laboratory, Ames, IA 50011, United States
| | - R Dennis Vigil
- Department of Chemical & Biological Engineering, Iowa State University, Ames, IA 50011, United States.
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26
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Jing L, Chen B, Wen D, Zheng J, Zhang B. The removal of COD and NH 3-N from atrazine production wastewater treatment using UV/O 3: experimental investigation and kinetic modeling. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2018; 25:2691-2701. [PMID: 29134527 DOI: 10.1007/s11356-017-0701-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2017] [Accepted: 11/06/2017] [Indexed: 06/07/2023]
Abstract
In this study, a UV/O3 hybrid advanced oxidation system was used to remove chemical oxygen demand (COD), ammonia nitrogen (NH3-N), and atrazine (ATZ) from ATZ production wastewater. The removal of COD and NH3-N, under different UV and O3 conditions, was found to follow pseudo-first-order kinetics with rate constants ranging from 0.0001-0.0048 and 0.0015-0.0056 min-1, respectively. The removal efficiency of ATZ was over 95% after 180 min treatment, regardless the level of UV power. A kinetic model was further proposed to simulate the removal processes and to quantify the individual roles and contributions of photolysis, direct O3 oxidation, and hydroxyl radical (OH·) induced oxidation. The experimental and kinetic modeling results agreed reasonably well with deviations of 12.2 and 13.1% for the removal of COD and NH3-N, respectively. Photolysis contributed appreciably to the degradation of ATZ, while OH· played a dominant role for the removal of both COD and NH3-N, especially in alkaline environments. This study provides insights into the treatment of ATZ containing wastewater using UV/O3 and broadens the knowledge of kinetics of ozone-based advanced oxidation processes.
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Affiliation(s)
- Liang Jing
- Northern Region Persistent Organic Pollution Control (NRPOP) Laboratory, Faculty of Engineering and Applied Science, Memorial University of Newfoundland, St. John's, NL, A1B 3X5, Canada
| | - Bing Chen
- Northern Region Persistent Organic Pollution Control (NRPOP) Laboratory, Faculty of Engineering and Applied Science, Memorial University of Newfoundland, St. John's, NL, A1B 3X5, Canada.
- Key Laboratory of Regional Energy and Environmental Systems Optimization, Ministry of Education, Resources and Environmental Research Academy, North China Electric Power University, Beijing, 102206, China.
| | - Diya Wen
- Key Laboratory of Regional Energy and Environmental Systems Optimization, Ministry of Education, Resources and Environmental Research Academy, North China Electric Power University, Beijing, 102206, China
| | - Jisi Zheng
- Northern Region Persistent Organic Pollution Control (NRPOP) Laboratory, Faculty of Engineering and Applied Science, Memorial University of Newfoundland, St. John's, NL, A1B 3X5, Canada
| | - Baiyu Zhang
- Northern Region Persistent Organic Pollution Control (NRPOP) Laboratory, Faculty of Engineering and Applied Science, Memorial University of Newfoundland, St. John's, NL, A1B 3X5, Canada
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Fernandes BD, Mota A, Geada P, Oliveira JL, Teixeira JA, Vasconcelos V, Vicente AA. Development of a novel user-friendly platform to couple light regime characterization with particle tracking - cells' light history determination during phototrophic cultivations. ALGAL RES 2017. [DOI: 10.1016/j.algal.2017.04.017] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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28
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Morschett H, Schiprowski D, Rohde J, Wiechert W, Oldiges M. Comparative evaluation of phototrophic microtiter plate cultivation against laboratory-scale photobioreactors. Bioprocess Biosyst Eng 2017; 40:663-673. [DOI: 10.1007/s00449-016-1731-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2016] [Accepted: 12/21/2016] [Indexed: 11/28/2022]
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29
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Pandey R, Premalatha M. Design and analysis of flow velocity distribution inside a raceway pond using computational fluid dynamics. Bioprocess Biosyst Eng 2016; 40:439-450. [DOI: 10.1007/s00449-016-1712-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2016] [Accepted: 11/25/2016] [Indexed: 11/29/2022]
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30
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Brindley C, Jiménez-Ruíz N, Acién F, Fernández-Sevilla J. Light regime optimization in photobioreactors using a dynamic photosynthesis model. ALGAL RES 2016. [DOI: 10.1016/j.algal.2016.03.033] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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31
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Socher ML, Löser C, Schott C, Bley T, Steingroewer J. The challenge of scaling up photobioreactors: Modeling and approaches in small scale. Eng Life Sci 2016. [DOI: 10.1002/elsc.201500134] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Affiliation(s)
- Maria Lisa Socher
- Institute of Food Technology and Bioprocess Engineering; Technische Universität Dresden; Dresden Germany
| | - Christian Löser
- Institute of Food Technology and Bioprocess Engineering; Technische Universität Dresden; Dresden Germany
| | - Carolin Schott
- Institute of Food Technology and Bioprocess Engineering; Technische Universität Dresden; Dresden Germany
| | - Thomas Bley
- Institute of Food Technology and Bioprocess Engineering; Technische Universität Dresden; Dresden Germany
| | - Juliane Steingroewer
- Institute of Food Technology and Bioprocess Engineering; Technische Universität Dresden; Dresden Germany
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32
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Zhang Q, Xue S, Yan C, Wu X, Wen S, Cong W. Installation of flow deflectors and wing baffles to reduce dead zone and enhance flashing light effect in an open raceway pond. BIORESOURCE TECHNOLOGY 2015; 198:150-156. [PMID: 26386417 DOI: 10.1016/j.biortech.2015.08.144] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/01/2015] [Revised: 08/28/2015] [Accepted: 08/29/2015] [Indexed: 06/05/2023]
Abstract
To reduce the dead zone and enhance the flashing light effect, a novel open raceway pond with flow deflectors and wing baffles was developed. The hydrodynamics and light characteristics in the novel open raceway pond were investigated using computational fluid dynamics. Results showed that, compared with the control pond, pressure loss in the flow channel of the pond with optimized flow deflectors decreased by 14.58%, average fluid velocity increased by 26.89% and dead zone decreased by 60.42%. With wing baffles built into the raceway pond, significant swirling flow was produced. Moreover, the period of average L/D cycle was shortened. In outdoor cultivation of freshwater Chlorella sp., the biomass concentration of Chlorella sp. cultivated in the raceway pond with wing baffles was 30.11% higher than that of the control pond.
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Affiliation(s)
- Qinghua Zhang
- National Key Laboratory of Biochemical Engineering, Institute of Process Engineering, Chinese Academy of Sciences, Beijing 100190, China
| | - Shengzhang Xue
- National Key Laboratory of Biochemical Engineering, Institute of Process Engineering, Chinese Academy of Sciences, Beijing 100190, China
| | - Chenghu Yan
- National Key Laboratory of Biochemical Engineering, Institute of Process Engineering, Chinese Academy of Sciences, Beijing 100190, China
| | - Xia Wu
- National Key Laboratory of Biochemical Engineering, Institute of Process Engineering, Chinese Academy of Sciences, Beijing 100190, China
| | - Shumei Wen
- National Key Laboratory of Biochemical Engineering, Institute of Process Engineering, Chinese Academy of Sciences, Beijing 100190, China
| | - Wei Cong
- National Key Laboratory of Biochemical Engineering, Institute of Process Engineering, Chinese Academy of Sciences, Beijing 100190, China.
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33
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Olivieri G, Gargiulo L, Lettieri P, Mazzei L, Salatino P, Marzocchella A. Photobioreactors for microalgal cultures: A Lagrangian model coupling hydrodynamics and kinetics. Biotechnol Prog 2015; 31:1259-72. [PMID: 26148307 DOI: 10.1002/btpr.2138] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2014] [Revised: 03/16/2015] [Indexed: 11/07/2022]
Abstract
Closed photobioreactors have to be optimized in terms of light utilization and overall photosynthesis rate. A simple model coupling the hydrodynamics and the photosynthesis kinetics has been proposed to analyze the photosynthesis dynamics due to the continuous shuttle of microalgae between dark and lighted zones of the photobioreactor. Microalgal motion has been described according to a stochastic Lagrangian approach adopting the turbulence model suitable for the photobioreactor configuration (single vs. two-phase flows). Effects of light path, biomass concentration, turbulence level and irradiance have been reported in terms of overall photosynthesis rate. Different irradiation strategies (internal, lateral and rounding) and several photobioreactor configurations (flat, tubular, bubble column, airlift) have been investigated. Photobioreactor configurations and the operating conditions to maximize the photosynthesis rate have been pointed out. Results confirmed and explained the common experimental observation that high concentrated cultures are not photoinhibited at high irradiance level.
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Affiliation(s)
- Giuseppe Olivieri
- Bioprocess Engineering, AlgaePARC, Wageningen University, Droevendaalsesteeg 1, 6700AA, Wageningen, The Netherlands.,Dipartimento di Ingegneria Chimica, dei Materiali e della Produzione Industriale, Università degli Studi di Napoli "Federico II,", P.le V. Tecchio, 80, 80125, Napoli, Italy
| | - Luigi Gargiulo
- Dept. of Chemical Engineering, University College of London, Torrington Place, London, WC1E 7JE, U.K
| | - Paola Lettieri
- Dept. of Chemical Engineering, University College of London, Torrington Place, London, WC1E 7JE, U.K
| | - Luca Mazzei
- Dept. of Chemical Engineering, University College of London, Torrington Place, London, WC1E 7JE, U.K
| | - Piero Salatino
- Dipartimento di Ingegneria Chimica, dei Materiali e della Produzione Industriale, Università degli Studi di Napoli "Federico II,", P.le V. Tecchio, 80, 80125, Napoli, Italy
| | - Antonio Marzocchella
- Dipartimento di Ingegneria Chimica, dei Materiali e della Produzione Industriale, Università degli Studi di Napoli "Federico II,", P.le V. Tecchio, 80, 80125, Napoli, Italy
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Modelling of Microalgae Culture Systems with Applications to Control and Optimization. ADVANCES IN BIOCHEMICAL ENGINEERING/BIOTECHNOLOGY 2015; 153:59-87. [PMID: 25604163 DOI: 10.1007/10_2014_287] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Mathematical modeling is becoming ever more important to assess the potential, guide the design, and enable the efficient operation and control of industrial-scale microalgae culture systems (MCS). The development of overall, inherently multiphysics, models involves coupling separate submodels of (i) the intrinsic biological properties, including growth, decay, and biosynthesis as well as the effect of light and temperature on these processes, and (ii) the physical properties, such as the hydrodynamics, light attenuation, and temperature in the culture medium. When considering high-density microalgae culture, in particular, the coupling between biology and physics becomes critical. This chapter reviews existing models, with a particular focus on the Droop model, which is a precursor model, and it highlights the structure common to many microalgae growth models. It summarizes the main developments and difficulties towards multiphysics models of MCS as well as applications of these models for monitoring, control, and optimization purposes.
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35
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Huang J, Li Y, Wan M, Yan Y, Feng F, Qu X, Wang J, Shen G, Li W, Fan J, Wang W. Novel flat-plate photobioreactors for microalgae cultivation with special mixers to promote mixing along the light gradient. BIORESOURCE TECHNOLOGY 2014; 159:8-16. [PMID: 24632435 DOI: 10.1016/j.biortech.2014.01.134] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/27/2013] [Revised: 01/29/2014] [Accepted: 01/31/2014] [Indexed: 06/03/2023]
Abstract
Novel flat-plate photobioreactors (PBRs) with special mixers (type-a, type-b, and type-c) were designed based on increased mixing degree along the light gradient. The hydrodynamic and light regime characteristic of the novel PBRs were investigated through computational fluid dynamics. Compared with the control reactor without mixer, the novel reactors can effectively increase liquid velocity along the light gradient, the frequency of light/dark (L/D) cycles, and the algal growth rates of Chlorella pyrenoidosa. The maximum biomass concentrations in type-a, type-b, and type-c reactors were 42.9% (1.3 g L(-1)), 31.9% (1.2 g L(-1)), and 20.9% (1.1 g L(-1)) higher than that in the control reactor (0.91 g L(-1)), respectively, at an aeration rate of 1.0 vvm. Correlation analysis of algal growth rate with the characteristics of mixing and light regime shows the key factors affecting algal photoautotrophic growth are liquid velocity along the light gradient and L/D cycles rather than the macro-mixing degree.
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Affiliation(s)
- Jianke Huang
- State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, Shanghai 200237, PR China
| | - Yuanguang Li
- State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, Shanghai 200237, PR China.
| | - Minxi Wan
- State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, Shanghai 200237, PR China
| | - Yi Yan
- State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, Shanghai 200237, PR China
| | - Fei Feng
- State Key Laboratory of Chemical Engineering, East China University of Science and Technology, Shanghai 200237, PR China
| | - Xiaoxing Qu
- State Key Laboratory of Chemical Engineering, East China University of Science and Technology, Shanghai 200237, PR China
| | - Jun Wang
- Jiaxing Zeyuan Bio-products Co., Ltd., Jiaxing 314007, PR China
| | - Guomin Shen
- State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, Shanghai 200237, PR China
| | - Wei Li
- State Key Laboratory of Chemical Engineering, East China University of Science and Technology, Shanghai 200237, PR China
| | - Jianhua Fan
- State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, Shanghai 200237, PR China
| | - Weiliang Wang
- State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, Shanghai 200237, PR China
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36
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Béchet Q, Shilton A, Guieysse B. Modeling the effects of light and temperature on algae growth: State of the art and critical assessment for productivity prediction during outdoor cultivation. Biotechnol Adv 2013; 31:1648-63. [DOI: 10.1016/j.biotechadv.2013.08.014] [Citation(s) in RCA: 207] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2012] [Revised: 08/12/2013] [Accepted: 08/17/2013] [Indexed: 10/26/2022]
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37
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Salazar-Peña R, Alcaraz-González V, González-Álvarez V, Snell-Castro R, Méndez-Acosta HO. Neural network modeling of the light profile in a novel photobioreactor. Bioprocess Biosyst Eng 2013; 37:1031-42. [PMID: 24146282 DOI: 10.1007/s00449-013-1073-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2013] [Accepted: 10/01/2013] [Indexed: 11/25/2022]
Abstract
An artificial neural network (ANN) was implemented to model the light profile pattern inside a photobioreactor (PBR) that uses a toroidal light arrangement. The PBR uses Tequila vinasses as culture medium and purple non-sulfur bacteria Rhodopseudomonas palustris as biocatalyzer. The performance of the ANN was tested for a number of conditions and compared to those obtained by using deterministic models. Both ANN and deterministic models were validated experimentally. In all cases, at low biomass concentration, model predictions yielded determination coefficients greater than 0.9. Nevertheless, ANN yielded the more accurate predictions of the light pattern, at both low and high biomass concentration, when the bioreactor radius, the depth, the rotational speed of the stirrer and the biomass concentration were incorporated in the ANN structure. In comparison, most of the deterministic models failed to correlate the empirical data at high biomass concentration. These results show the usefulness of ANNs in the modeling of the light profile pattern in photobioreactors.
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Affiliation(s)
- R Salazar-Peña
- Chemical Engineering Department, Universidad de Guadalajara, CUCEI , Calz. Marcelino García Barragán 1421, 44430, Guadalajara, Jalisco, Mexico,
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Hartmann P, Béchet Q, Bernard O. The effect of photosynthesis time scales on microalgae productivity. Bioprocess Biosyst Eng 2013; 37:17-25. [PMID: 23978849 DOI: 10.1007/s00449-013-1031-2] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2013] [Accepted: 02/21/2013] [Indexed: 10/26/2022]
Abstract
Microalgae are often seen as a potential biofuel producer. In order to predict achievable productivities in the so called raceway culturing system, the dynamics of photosynthesis has to be taken into account. In particular, the dynamical effect of inhibition by an excess of light (photoinhibition) must be represented. We propose a model considering both photosynthesis and growth dynamics. This model involves three different time scales. We study the response of this model to fluctuating light with different frequencies by slow/fast approximations. Therefore, we identify three different regimes for which a simplified expression for the model can be derived. These expressions give a hint on productivity improvement which can be expected by stimulating photosynthesis with a faster hydrodynamics.
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The effect of discontinuous airlift mixing in outdoor flat panel photobioreactors on growth of Scenedesmus obliquus. Bioprocess Biosyst Eng 2013; 36:1653-63. [DOI: 10.1007/s00449-013-0939-x] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2013] [Accepted: 02/26/2013] [Indexed: 11/26/2022]
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40
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Huang Q, Yao L, Liu T, Yang J. Simulation of the light evolution in an annular photobioreactor for the cultivation of Porphyridium cruentum. Chem Eng Sci 2012. [DOI: 10.1016/j.ces.2012.09.017] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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41
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Pegallapati AK, Nirmalakhandan N. Modeling algal growth in bubble columns under sparging with CO2-enriched air. BIORESOURCE TECHNOLOGY 2012; 124:137-145. [PMID: 22989642 DOI: 10.1016/j.biortech.2012.08.026] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/29/2012] [Revised: 07/08/2012] [Accepted: 08/08/2012] [Indexed: 06/01/2023]
Abstract
A theoretical model for predicting biomass growth in semi-continuous mode under sparging with CO(2)-enriched air was developed. The model includes gas-to-liquid mass transfer, algal uptake of carbon dioxide, algal growth kinetics, and light and temperature effects. The model was validated using experimental data on growth of two microalgal species in an internally illuminated photobioreactor: Nannochloropsis salina under gas flow rates of 800 and 1200 mL min(-1) and CO(2) enrichments of 0.5, 1, and 2%; and Scenedesmus sp. at a gas flow rate of 800 mL min(-1) and CO(2) enrichments of 3 and 4%. Temporal algal concentration profiles predicted by the model under semi-continuous mode with harvesting under the different test conditions agreed well with the measured data, with r(2) values ranging from 0.817 to 0.944, p<0.001. As demonstrated, this model can be beneficial in predicting temporal variations in algal concentration and in scheduling harvesting operations under semi-continuous cultivation mode.
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Xu L, Liu R, Wang F, Liu CZ. Development of a draft-tube airlift bioreactor for Botryococcus braunii with an optimized inner structure using computational fluid dynamics. BIORESOURCE TECHNOLOGY 2012; 119:300-305. [PMID: 22750496 DOI: 10.1016/j.biortech.2012.05.123] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/13/2012] [Revised: 05/24/2012] [Accepted: 05/24/2012] [Indexed: 06/01/2023]
Abstract
The key parameters of the inner structure of a cylindrical airlift bioreactor, including the ratio of the cross-section area of the downcomer to the cross-section area of the riser, clearance from the upper edge of the draft tube to the water level, and clearance from the low edge of the draft tube to the bottom of the reactor, significantly affected the biomass production of Botryococcus braunii. In order to achieve high algal cultivation performance, the optimal structural parameters of the bioreactor were determined using computational fluid dynamics (CFD) simulation. The simulated results were validated by experimental data collected from the microalgal cultures in both 2 and 40-L airlift bioreactors. The CFD model developed in this study provides a powerful means for optimizing bioreactor design and scale-up without the need to perform numerous time-consuming bioreactor experiments.
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Affiliation(s)
- Ling Xu
- National Key Laboratory of Biochemical Engineering, Institute of Process Engineering, Chinese Academy of Sciences, Beijing 100190, PR China
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Luo HP, Al-Dahhan MH. Airlift column photobioreactors for Porphyridium sp. culturing: Part I. effects of hydrodynamics and reactor geometry. Biotechnol Bioeng 2011; 109:932-41. [DOI: 10.1002/bit.24361] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2011] [Revised: 10/02/2011] [Accepted: 10/25/2011] [Indexed: 11/11/2022]
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Luo HP, Al-Dahhan MH. Airlift column photobioreactors for Porphyridium sp. culturing: Part II. verification of dynamic growth rate model for reactor performance evaluation. Biotechnol Bioeng 2011; 109:942-9. [DOI: 10.1002/bit.24362] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2011] [Revised: 10/02/2011] [Accepted: 10/25/2011] [Indexed: 11/11/2022]
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Bannari R, Bannari A, Selma B, Proulx P. Mass transfer and shear in an airlift bioreactor: Using a mathematical model to improve reactor design and performance. Chem Eng Sci 2011. [DOI: 10.1016/j.ces.2011.01.038] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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46
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Verification and validation of CFD simulations for local flow dynamics in a draft tube airlift bioreactor. Chem Eng Sci 2011. [DOI: 10.1016/j.ces.2010.11.038] [Citation(s) in RCA: 80] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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47
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Marshall J, Sala K. A stochastic Lagrangian approach for simulating the effect of turbulent mixing on algae growth rate in a photobioreactor. Chem Eng Sci 2011. [DOI: 10.1016/j.ces.2010.10.043] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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48
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Microbial lipids from renewable resources: production and characterization. J Ind Microbiol Biotechnol 2010; 37:1271-87. [DOI: 10.1007/s10295-010-0884-5] [Citation(s) in RCA: 211] [Impact Index Per Article: 15.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2010] [Accepted: 09/18/2010] [Indexed: 11/30/2022]
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49
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Takache H, Christophe G, Cornet JF, Pruvost J. Experimental and theoretical assessment of maximum productivities for the microalgae Chlamydomonas reinhardtii in two different geometries of photobioreactors. Biotechnol Prog 2010; 26:431-40. [PMID: 19953604 DOI: 10.1002/btpr.356] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
The validity of a simple, reliable, and useful recently published formula enabling to calculate the maximum volumetric biomass productivities in photobioreactors (PBRs) was investigated through the cultivation of the microalga Chlamydomonas reinhardtii. Experimental maximum kinetic performances accurately obtained in two different, artificially lightened torus-plane and cylindrical reactors having the same specific illuminated area confirmed the availability, power, and robustness of such formula. The predictive kinetic parameters previously proposed and validated with cyanobacteria were then proved general and robust in case of eukaryotic microalgae, as postulated in the founding article. In this case, an additional criterion requiring rigorous control of the working illuminated fraction gamma = 1 +/- (15%) inside the reactor is demonstrated. For this, the usefulness and reliability of a generalized two-flux model accurately describing the radiation field inside turbid culture media of C. reinhardtii were also established in this article. These important results contribute to identify the main engineering factors governing light-limited PBRs functioning and then to clarify some misinterpretations widely reported in the literature. Together with the referenced previous work, this article gives a framework toward optimal conception of PBRs on a strong physical basis.
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Affiliation(s)
- Hosni Takache
- Nantes Université, CNRS, GEPEA UMR-CNRS 6144, Bd de l'Université, CRTT-BP 406, 44602 Saint-Nazaire Cedex, France
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