Comparison between different strategies for the realization of flashing-light effects – Pneumatic mixing and flashing illumination
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The relative contribution of green light to the local polychromatic light intensity increases along the light path and its weak absorbance causes a flattening of the spatial light intensity gradient.
“The relative contribution of green light to the local polychromatic light intensity increases along the light path [26,80] and its weak absorbance causes a flattening of the spatial light intensity gradient [13,81].”
From Modeling and Simulation of Photobioreactors with Computational Fluid Dynamics—A Comprehensive Review (2022) · cites this paper as [26]
The practical relevance of the flashing-light effect is still under discussion.
“Even though many researchers investigated this 'flashing-light effect' [26,95,98-100], its practical relevance is still under discussion [26,101,102].”
From Modeling and Simulation of Photobioreactors with Computational Fluid Dynamics—A Comprehensive Review (2022) · cites this paper as [26]
One can mainly distinguish between two approaches for light transfer modeling: one-dimensional model equations and the Radiative Transfer Equation (RTE).
“One can mainly distinguish between two approaches: firstly, one-dimensional model equations which enable quick and simple estimates of the light intensity with respect to the distance from the light source [23,24,31,36,39,41,43,125] and secondly, the Radiative Transfer Equation (RTE) [18,26-28,34], whose solution requires the application of numerical methods.”
From Modeling and Simulation of Photobioreactors with Computational Fluid Dynamics—A Comprehensive Review (2022) · cites this paper as [26]
The purpose of the listed models covers a variety of applications, including mechanistic understanding, investigations on flashing-light effect, design optimization, and optimization of operating conditions.
“The purpose of the listed models covers a variety of applications, including the mechanistic understanding of photobioreactors [17-21], investigations on the flashing-light effect [22-31], photobioreactor design optimization [21,22,29,32-42] and optimization of operating conditions [26,34-36,43-45].”
From Modeling and Simulation of Photobioreactors with Computational Fluid Dynamics—A Comprehensive Review (2022) · cites this paper as [26]
Microalgae cells are mostly modeled as discrete objects in photobioreactor CFD models.
“In contrast, microalgae cells are mostly modeled as discrete objects [23,24,26-29,31,34,36-38,136].”
From Modeling and Simulation of Photobioreactors with Computational Fluid Dynamics—A Comprehensive Review (2022) · cites this paper as [26]
Some researchers selected solving the full RTE numerically in one or more dimensions.
“Instead of using simplified or analytical models, some researchers selected the second approach, which is solving the full RTE numerically in one or more dimensions [18,21,26-28,34].”
From Modeling and Simulation of Photobioreactors with Computational Fluid Dynamics—A Comprehensive Review (2022) · cites this paper as [26]
While most researchers neglect the spectral nature of light, some authors did consider it.
“While most researchers neglect the spectral nature of light, some authors did consider it [18,26,39].”
From Modeling and Simulation of Photobioreactors with Computational Fluid Dynamics—A Comprehensive Review (2022) · cites this paper as [26]
The situation is different for cells since their presence has a negligible effect on the liquid flow so that a manageable number of cells as representatives of the culture can be included in a simulation model.
“The situation is different for cells since their presence has an negligible effect on the liquid flow so that a manageable number of cells as representatives of the culture can be included in a simulation model [24,26].”
From Modeling and Simulation of Photobioreactors with Computational Fluid Dynamics—A Comprehensive Review (2022) · cites this paper as [26]
The majority of gas-liquid flows in photobioreactor CFD models are modeled in the Eulerian-Eulerian formulation, as two interpenetrating continua.
“According to Table 1, the majority of gas-liquid flows is modeled in the EulerianEulerian formulation [18,25-27,29-31,39-42,45,125,135,136], thus, as two interpenetrating continua.”
From Modeling and Simulation of Photobioreactors with Computational Fluid Dynamics—A Comprehensive Review (2022) · cites this paper as [26]
The most commonly used drag models for gas-liquid flows in photobioreactor models are the Schiller-Naumann, Grace, Ishii-Zuber and Tomiyama models.
“According to Table 2, the most commonly used drag models for gas-liquid flows are the Schiller-Naumann [17,25,27,29], Grace [45,135], Ishii-Zuber [18,19,26,136] and Tomiyama models [30,31,125]”
From Modeling and Simulation of Photobioreactors with Computational Fluid Dynamics—A Comprehensive Review (2022) · cites this paper as [26]
It is possible to consider absorbed light instead of light intensity, and therefore the wavelength-dependency of light and cellular absorption characteristics.
“It is possible to consider absorbed light instead of light intensity [26,124] and therefore the wavelength-dependency of light and the cellular absorption characteristics.”
From Modeling and Simulation of Photobioreactors with Computational Fluid Dynamics—A Comprehensive Review (2022) · cites this paper as [26]
Researchers recently are more inclined to utilize the RTE to predict light propagation in photobioreactors.
“While in earlier publications Lambert's law and its modifications were frequently applied, researchers recently are more inclined to utilize the RTE to predict light propagation in photobioreactors [26,84,133,196,202], which is justified by its higher accuracy [79,133].”
From Modeling and Simulation of Photobioreactors with Computational Fluid Dynamics—A Comprehensive Review (2022) · cites this paper as [26]
For simulation of light transfer in microalgae cultures, the Henyey-Greenstein phase function is frequently applied.
“For the simulation of light transfer in microalgae cultures the Henyey-Greenstein phase function is frequently applied [18,26,78,84,188,201].”
From Modeling and Simulation of Photobioreactors with Computational Fluid Dynamics—A Comprehensive Review (2022) · cites this paper as [26]
Cites
Two-equation eddy-viscosity turbulence models for engineering applications
Menter, F. R. (1994) · AIAA Journal · doi:10.2514/3.12149 · Cited by 21,593 · see citing works
Leal, L. G. (1979) · International Journal of Multiphase Flow · doi:10.1016/0301-9322(79)90021-1 · Cited by 5,328 · see citing works
Modeling of swirl in turbulent flow systems
Sloan, D. G., Smith, P. J., & SMOOT, L. D. (1986) · Progress in Energy and Combustion Science · doi:10.1016/0360-1285(86)90016-x · Cited by 5,250 · see citing works
Drag coefficient and relative velocity in bubbly, droplet or particulate flows
Ishii, M., & Zuber, N. (1979) · AIChE Journal · doi:10.1002/aic.690250513 · Cited by 2,031 · see citing works
Design parameters estimations for bubble column reactors
Shah, Y. T., Kelkar, B. G., Godbole, S. P., & Deckwer, W. ‐. (1982) · AIChE Journal · doi:10.1002/aic.690280302 · Cited by 1,202 · see citing works
A model for the relationship between light intensity and the rate of photosynthesis in phytoplankton
Eilers, P. H. C., & Peeters, J. C. H. (1988) · Ecological Modelling · doi:10.1016/0304-3800(88)90057-9 · Cited by 1,112 · see citing works
Juneja, A., Ceballos, R., & Murthy, G. (2013) · Energies · doi:10.3390/en6094607 · Cited by 835 · see citing works
The lift force on a spherical bubble in a viscous linear shear flow
LEGENDRE, D., & MAGNAUDET, J. (1998) · Journal of Fluid Mechanics · doi:10.1017/s0022112098001621 · Cited by 527 · see citing works
Ueber die grundlegenden Berechnungen bei der Schwerkraftaufbereitung
Schiller, L. (1933) · Medical Entomology and Zoology · Cited by 517 · see citing works
Béchet, Q., Shilton, A., & Guieysse, B. (2013) · Biotechnology Advances · doi:10.1016/j.biotechadv.2013.08.014 · Cited by 430 · see citing works
Light Harvesting and Utilization by Phytoplankton
Dubinsky, Z., Falkowski, P. G., & Wyman, K. D. (1986) · Plant and Cell Physiology · doi:10.1093/oxfordjournals.pcp.a077232 · Cited by 379 · see citing works
Large eddy simulation of the Gas–Liquid flow in a square cross-sectioned bubble column
Deen, N. G., Solberg, T., & Hjertager, B. H. (2001) · Chemical Engineering Science · doi:10.1016/s0009-2509(01)00249-4 · Cited by 341 · see citing works
Dynamic simulation of dispersed gas-liquid two-phase flow using a discrete bubble model
Delnoij, E., Lammers, F. A., Kuipers, J. A. M., & van Swaaij, W. P. M. (1997) · Chemical Engineering Science · doi:10.1016/s0009-2509(96)00515-5 · Cited by 314 · see citing works
Sforza, E., Simionato, D., Giacometti, G. M., Bertucco, A., & Morosinotto, T. (2012) · PLoS ONE · doi:10.1371/journal.pone.0038975 · Cited by 313 · see citing works
Pfleger, D., Gomes, S., Gilbert, N., & Wagner, H.-G. (1999) · Chemical Engineering Science · doi:10.1016/s0009-2509(99)00261-4 · Cited by 313 · see citing works
Sánchez‐Mirón, A., Cerón-García, M. C., Gómez, A. C., García-Camacho, F., Grima, E. M., & Yusuf Chisti, B. (2003) · Biochemical Engineering Journal · doi:10.1016/s1369-703x(03)00072-x · Cited by 279 · see citing works
A mechanistic model of photosynthesis in microalgae
Rubio, F. C., García-Camacho, F., Fernández-Sevilla, J. M., Yusuf Chisti, B., & Grima, E. M. (2002) · Biotechnology and Bioengineering · doi:10.1002/bit.10492 · Cited by 272 · see citing works
Sokolichin, A., & Eigenberger, G. (1999) · Chemical Engineering Science · doi:10.1016/s0009-2509(98)00420-5 · Cited by 270 · see citing works
Validation of CFD models for mono- and polydisperse air–water two-phase flows in pipes
Frank, T., Zwart, P. J., Krepper, E., Prasser, H.-M., & Lucas, D. (2008) · Nuclear Engineering and Design · doi:10.1016/j.nucengdes.2007.02.056 · Cited by 237 · see citing works
Qiang, H., Zarmi, Y., & RICHMOND, A. E. (1998) · European Journal of Phycology · doi:10.1080/09670269810001736663 · Cited by 213 · see citing works
Terry, K. L. (1986) · Biotechnology and Bioengineering · doi:10.1002/bit.260280709 · Cited by 208 · see citing works
Flashing light in microalgae biotechnology
Abu‐Ghosh, S., Fixler, D., Dubinsky, Z., & Iluz, D. (2015) · Bioresource Technology · doi:10.1016/j.biortech.2015.12.057 · Cited by 206 · see citing works
Simulations of light intensity variation in photobioreactors
Perner-Nochta, I., & Posten, C. (2007) · Journal of Biotechnology · doi:10.1016/j.jbiotec.2007.05.024 · Cited by 202 · see citing works
Two- and three-dimensional simulations of a bubble plume using a two-fluid model
Mudde, R. F., & Simonin, O. (1999) · Chemical Engineering Science · doi:10.1016/s0009-2509(99)00234-1 · Cited by 185 · see citing works
A model integrating fluid dynamics in photosynthesis and photoinhibition processes
Wu, X., & Merchuk, J. C. (2001) · Chemical Engineering Science · doi:10.1016/s0009-2509(01)00048-3 · Cited by 180 · see citing works
Cuaresma, M., Janssen, M. G. J., Vı́lchez, C., & Wijffels, R. H. (2009) · Biotechnology and Bioengineering · doi:10.1002/bit.22394 · Cited by 174 · see citing works
Kliphuis, A. M. J., de Winter, L., Vejrazka, C., Martens, D. E., Janssen, M., & Wijffels, R. H. (2010) · Biotechnology Progress · doi:10.1002/btpr.379 · Cited by 145 · see citing works
Maximum Photosynthetic Yield of Green Microalgae in Photobioreactors
Zijffers, J.-W. F., Schippers, K. J., Zheng, K., Janssen, M., Tramper, J., & Wijffels, R. H. (2010) · Marine Biotechnology · doi:10.1007/s10126-010-9258-2 · Cited by 137 · see citing works
Photosynthetic efficiency of Dunaliella tertiolecta under short light/dark cycles
Janssen, M. G. J., Slenders, P., TRAMPER, J., Mur, L. R., & Wijffels, R. H. (2001) · Enzyme and Microbial Technology · doi:10.1016/s0141-0229(01)00387-8 · Cited by 114 · see citing works
Takache, H., Pruvost, J., & Cornet, J. (2012) · Biotechnology Progress · doi:10.1002/btpr.1545 · Cited by 112 · see citing works
A mechanistic model of photosynthesis in microalgae including photoacclimation dynamics
García-Camacho, F., Sánchez‐Mirón, A., Grima, E. M., Camacho‐Rubio, F., & Merchuck, J. (2012) · Journal of Theoretical Biology · doi:10.1016/j.jtbi.2012.03.021 · Cited by 111 · see citing works
Flashing LEDs for microalgal production
Schulze, P. S. C., Guerra, R., Pereira, H., Schüler, L. M., & Varela, J. C. S. (2017) · Trends in Biotechnology · doi:10.1016/j.tibtech.2017.07.011 · Cited by 103 · see citing works
Simulation of algae growth in a bench-scale bubble column reactor
Wu, X., & Merchuk, J. C. (2002) · Biotechnology and Bioengineering · doi:10.1002/bit.10350 · Cited by 93 · see citing works
Michels, M. H. A., van der Goot, A. J., Vermuë, M. H., & Wijffels, R. H. (2016) · Journal of Applied Phycology · doi:10.1007/s10811-015-0559-8 · Cited by 85 · see citing works
Vejrazka, C., Janssen, M. G. J., Benvenuti, G., Streefland, M., & Wijffels, R. H. (2012) · Applied Microbiology and Biotechnology · doi:10.1007/s00253-012-4390-8 · Cited by 85 · see citing works
A penalty on photosynthetic growth in fluctuating light
Graham, P. J., Nguyen, B., Burdyny, T., & Sinton, D. A. (2017) · Scientific Reports · doi:10.1038/s41598-017-12923-1 · Cited by 74 · see citing works
Luo, H., Kemoun, A., Al‐Dahhan, M. H., Fernández-Sevilla, J. M., Sánchez, J. L. G., García-Camacho, F., & Grima, E. M. (2003) · Chemical Engineering Science · doi:10.1016/s0009-2509(03)00098-8 · Cited by 73 · see citing works
Gao, X., Kong, B., & Vigil, R. D. (2018) · Bioresource Technology · doi:10.1016/j.biortech.2017.12.014 · Cited by 68 · see citing works
Kong, B., & Vigil, R. D. (2014) · Bioresource Technology · doi:10.1016/j.biortech.2014.01.052 · Cited by 64 · see citing works
Optimization of algal photobioreactors using flashing lights
Park, K.-H., & Lee, C.-G. (2000) · Biotechnology and Bioprocess Engineering · doi:10.1007/bf02936592 · Cited by 63 · see citing works
Kandilian, R., Pruvost, J., Artu, A., Lemasson, C., Legrand, J., & Pilon, L. (2016) · Journal of Quantitative Spectroscopy and Radiative Transfer · doi:10.1016/j.jqsrt.2016.01.031 · Cited by 58 · see citing works
Effects of flashing light-emitting diodes on algal biomass productivity
Lunka, A. A., & Bayless, D. J. (2013) · Journal of Applied Phycology · doi:10.1007/s10811-013-0044-1 · Cited by 44 · see citing works
Olivieri, G., Gargiulo, L., Lettieri, P., Mazzei, L., Salatino, P., & Marzocchella, A. (2015) · Biotechnology Progress · doi:10.1002/btpr.2138 · Cited by 36 · see citing works
Light dilution via wavelength management for efficient high-density photobioreactors
Ooms, M. D., Graham, P. J., Nguyen, B., Sargent, E. H., & Sinton, D. (2017) · Biotechnology and Bioengineering · doi:10.1002/bit.26261 · Cited by 36 · see citing works
The role of an electron pool in algal photosynthesis during sub-second light–dark cycling
Vejrazka, C., Streefland, M., Wijffels, R. H., & Janssen, M. G. J. (2015) · Algal Research · doi:10.1016/j.algal.2015.07.017 · Cited by 34 · see citing works
Krujatz, F., Illing, R., Krautwer, T., 石井, 鐐., Helbig, K., Goy, K., Opitz, J. L., Cuniberti, G., Bley, T., & Weber, J. (2015) · Biotechnology and Bioengineering · doi:10.1002/bit.25667 · Cited by 33 · see citing works
Theoretical Analysis of Culture Growth in Flat‐Plate Bioreactors: The Essential Role of Timescales
Zarmi, Y., Bel, G., & Aflalo, C. (2013) · Wiley eBooks · doi:10.1002/9781118567166.ch12 · Cited by 32 · see citing works
Marshall, J. S., & Sala, K. (2010) · Chemical Engineering Science · doi:10.1016/j.ces.2010.10.043 · Cited by 28 · see citing works
Numerical analysis of the effects of air on light distribution in a bubble column photobioreactor
McHardy, C., Luzi, G., Lindenberger, C., Agudo, J. R., Delgado, A., & Rauh, C. (2018) · Algal Research · doi:10.1016/j.algal.2018.02.016 · Cited by 25 · see citing works
Self-citationMcHardy, C., Horneber, T., & Rauh, C. (2016) · Optics Express · doi:10.1364/oe.24.016999 · Cited by 24 · see citing works
Self-citationPhysics of ultra-high bioproductivity in algal photobioreactors
Greenwald, E., Gordon, J. M., & Zarmi, Y. (2012) · Applied Physics Letters · doi:10.1063/1.3701168 · Cited by 22 · see citing works
Measurement of eddy diffusivity in bubble column and validation based on the intermittency models
Kulkarni, A. A., & Joshi, J. B. (2005) · Chemical Engineering Science · doi:10.1016/j.ces.2005.04.003 · Cited by 13 · see citing works
Lavajoo, F., & Mohsen, D. (2016) · Journal of applied science and environmental management · doi:10.4314/jasem.v20i1.16 · Cited by 12 · see citing works
McHardy, C., Horneber, T., & Rauh, C. (2018) · Applied Mathematics and Computation · doi:10.1016/j.amc.2017.01.045 · Cited by 12 · see citing works
Self-citationHybrid Numerical Simulation of Fluid Flow and Light Distribution in a Bubble Column Photobioreactor
McHardy, C., Luzi, G., Agudo, J. A. R., Delgado, A. R., & Rauh, C. (2017) · International Conference on Photonics, Optics and Laser Technology · doi:10.5220/0006226003040311 · Cited by 5 · see citing works
Self-citationEffect of hydrodynamics on light utilization in large scale cultures of microalgae
Hartmann, P. (2014) · doi:10.70675/a53bccc3z95a4z46cdz8836zb08cd433b1a6 · Cited by 1 · see citing works
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Flashing light does not improve photosynthetic performance and growth of green microalgae
Schulze, P. S. C., Brindley, C., Fernández, J. M., Rautenberger, R., Pereira, H., Wijffels, R. H., & Kiron, V. (2020) · Bioresource Technology Reports · doi:10.1016/j.biteb.2019.100367 · Cited by 56 · see citing works
Modeling and Simulation of Photobioreactors with Computational Fluid Dynamics—A Comprehensive Review
Luzi, G., & McHardy, C. (2022) · Energies · doi:10.3390/en15113966 · Cited by 44 · see citing works
“The Ishii-Zuber model takes not only distorted bubbles into account but also the dense particle effect in bubble swarms.”
BackgroundMethodInfluentialSelf-citationLight-emitting diodes (LEDs) for culturing microalgae and cyanobacteria
Mahari, W. A. W., Razali, W. A. W., Waiho, K., Wong, K. Y., Foo, S., Kamaruzzan, A. S., Chan, D. J. C., Ling, N., Chang, J., Dong, C., et al. (2024) · Chemical Engineering Journal · doi:10.1016/j.cej.2024.149619 · Cited by 43 · see citing works
Modeling microalgae growth in continuous culture: Parameters analysis and temperature dependence
Yuan, S., Hu, J., Liu, Z., Hong, Y., & Wang, X. (2020) · Energy · doi:10.1016/j.energy.2020.116961 · Cited by 33 · see citing works
Marchese, A., Lima, S., Cosenza, A., Giambalvo, F., & Scargiali, F. (2025) · Processes · doi:10.3390/pr13041159 · Cited by 32 · see citing works
Lu, H., Zhao, R., Wang, C., Zhang, G., Chen, C., Li, B., & Han, T. (2022) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2022.131304 · Cited by 29 · see citing works
Keramati, A., Azizi, S., Hashemi, A., & Shariati, F. P. (2021) · Journal of Applied Phycology · doi:10.1007/s10811-021-02388-1 · Cited by 21 · see citing works
A modelling workflow for quantification of photobioreactor performance
Gu, W., Theau, E., Anderson, A. W., Fletcher, D. F., Kavanagh, J. M., & McClure, D. D. (2023) · Chemical Engineering Journal · doi:10.1016/j.cej.2023.147032 · Cited by 13 · see citing works
Pozzobon, V., & Perré, P. (2020) · Journal of Theoretical Biology · doi:10.1016/j.jtbi.2020.110293 · Cited by 12 · see citing works
Jung, S.-H., McHardy, C., Rauh, C., Jahn, A., Luzi, G., Delgado, A. R., Buchholz, R., & Lindenberger, C. P. (2021) · Bioprocess and Biosystems Engineering · doi:10.1007/s00449-021-02550-6 · Cited by 12 · see citing works
Self-citationChen, C., Tao, F., Han, T., Gao, F., Dong, T., Jiang, W., Lu, H., Zhang, Y., & Li, B. (2022) · Journal of Applied Phycology · doi:10.1007/s10811-022-02840-w · Cited by 10 · see citing works
Sandmann, M., Münzberg, M., Bressel, L., Reich, O., & Hass, R. (2022) · BMC Research Notes · doi:10.1186/s13104-022-05943-2 · Cited by 9 · see citing works
Fei, T., Lin, L., Li, X., Yang, J., Zhao, J., & Liu, L. (2022) · Photonics · doi:10.3390/photonics9110864 · Cited by 8 · see citing works
Wang, X., Steyer, J., Capson‐Tojo, G., Lu, H., Zhu, D., Jiang, W., & Wang, C. (2025) · Bioresource Technology · doi:10.1016/j.biortech.2025.133243 · Cited by 5 · see citing works
Lu, H., Zhang, G., Wang, C., Han, T., Zhao, R., & Zhu, D. (2021) · Bioresource Technology · doi:10.1016/j.biortech.2021.126107 · Cited by 5 · see citing works
Engineering Challenges of Carbon Dioxide Capture and Sequestration by Cyanobacteria
Kroumov, A. D., Zaharieva, M. M., Scheufele, F. B., Balabanova, V., & Najdenski, H. M. (2021) · Springer eBooks · doi:10.1007/978-981-16-4873-1_16 · Cited by 5 · see citing works
Zhang, X., Li, M.-J., Hung, T., & Zhang, Z. (2024) · Journal of Thermal Science · doi:10.1007/s11630-024-2046-5 · Cited by 4 · see citing works
Liu, R., Tian, X., Huang, G., He, M., & Wang, C. (2024) · Algal Research · doi:10.1016/j.algal.2024.103389 · Cited by 3 · see citing works
Impact of bubbles on the light field within a photobioreactor: A practical design tool
Pozzobon, V. (2025) · Algal Research · doi:10.1016/j.algal.2025.104331 · Cited by 3 · see citing works
Kroumov, A. D., Scheufele, F. B., Zaharieva, M. M., Zheleva‐Dimitrova, D., & Najdenski, H. M. (2021) · Springer eBooks · doi:10.1007/978-981-16-4873-1_18 · Cited by 3 · see citing works
Sandmann, M., Münzberg, M., Bressel, L., Reich, O., & Hass, R. (2022) · Figshare · doi:10.6084/m9.figshare.19220911
Innovative cultivation solutions and technologies
Marchese, D., & Sforza, E. (2026) · Elsevier eBooks · doi:10.1016/b978-0-443-33492-4.00004-8
Vila, Á. P., Norsker, N.-H., Gernaey, K. V., & Huusom, J. K. (2026) · Algal Research · doi:10.2139/ssrn.7002662
- Authors
- Luzi, G., McHardy, C., Lindenberger, C., Rauh, C., & Delgado, A.
- Affiliations
- Friedrich-Alexander-Universität Erlangen-Nürnberg (DE)
- Technische Universität Berlin (DE)
- Ostbayerische Technische Hochschule Amberg-Weiden (DE)
- Corresponding author
- Luzi, Giovanni
- Venue
- Algal Research
- Publisher
- Elsevier BV
- Published
- 2019-03
- Volume
- 38
- Pages
- 101404
- ISSN
- 2211-9264 (ISSN-L)
- OpenAlex
- W2908656206
- Cited by
- 24
- References
- 56
- Citations by year
- 2026: 3 · 2025: 3 · 2024: 3 · 2023: 1 · 2022: 6 · 2021: 5 · 2020: 2 · 2019: 1
- FWCI
- 0.74
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Algal Research (publishedVersion)
- Funders
- Bundesministerium für Bildung und Forschung (03SF0457)
- Topics
- Physical Sciences › Energy › Renewable Energy, Sustainability and the Environment › Algal biology and biofuel production
- Physical Sciences › Engineering › Biomedical Engineering › Fluid Dynamics and Mixing
- Life Sciences › Agricultural and Biological Sciences › Plant Science › Greenhouse Technology and Climate Control
- Keywords
- flashing lights, photobioreactors, Chlamydomonas reinhardtii, microalgae cultivation, bubble column, radiative transfer equation, light field, photosynthesis kinetics, LED lighting, duty cycle, photoinhibition
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