Skip to main content
Have a personal or library account? Click to login
Growth Kinetic Model for Microalgae Cultivation in Open Raceway Ponds: A System Dynamics Tool Cover

Growth Kinetic Model for Microalgae Cultivation in Open Raceway Ponds: A System Dynamics Tool

Open Access
|Dec 2021

References

  1. [1] García J., et al. Nutrient removal from agricultural run-off in demonstrative full scale tubular photobioreactors for microalgae growth. Ecological Engineering 2018:120:513–521.10.1016/j.ecoleng.2018.07.002
  2. [2] Randrianarison G., Ashraf M. A. Microalgae: a potential plant for energy production. Geology, Ecology, and Landscapes 2017:1(2):104–120.10.1080/24749508.2017.1332853
  3. [3] Ramanna L., et al. The optimization of biomass and lipid yields of Chlorella sorokiniana when using wastewater supplemented with different nitrogen sources. Bioresource Technology 2014:168:127–135.10.1016/j.biortech.2014.03.06424768415
  4. [4] Romagnoli F., et al. Novel Stacked Modular Open Raceway Ponds for Microalgae Biomass Cultivation in Biogas Plants: Preliminary Design and Modelling. Environmental and Climate Technologies 2020:24(2):1–19.10.2478/rtuect-2020-0050
  5. [5] Gonzalez-Fernandez C., Munoz R. Microalgae-Based Biofuels and Bioproducts. Elsevier, 2017.
  6. [6] Campbell P., K., Beer T., Batten D. Life cycle assessment of biodiesel production from microalgae in ponds. Bioresource Technology 2011:102(1):50–56.10.1016/j.biortech.2010.06.04820594828
  7. [7] Steele D. J. Cellular viability and the occurence and significance of chlorophyll allomers during phytoplankton turnover. Doctorate Thesis. Bournemouth: Bournemouth University, 2014.
  8. [8] Ievina B., Romagnoli F. Influence of temperature on the growth of microalgae Chlorella vulgaris in laboratory batch cultures. Presented at the International Conference - Sustainability and Resilience. 2020.
  9. [9] Universidad De Almaria. Microalgal Biotechnology. Microalgal Growth Kinetics. 2014 [Online]. [Accessed 9.04.2021]. Available: https://w3.ual.es/~jfernand/MBio70411204/Lesson2/L2.1.html
  10. [10] Tebbani S., et al. CO2 Biofixation by Microalgae: Modeling, Estimation and Control. 1st Edition. GB, US: ISTE Ltd, John Wiley & Sons, 2014.
  11. [11] Richmond A., and Hu Q. Handbook of Microalgal Culture: Applied Phycology and Biotechnology. 2nd Edition. Hoboken: Wiley-Blackwell, 2013.10.1002/9781118567166
  12. [12] Musa M., et al. Factors Affecting Microalgae Production for Biofuels and the Potentials of Chemometric Methods in Assessing and Optimizing Productivity. Cells 2019:8(8):851. https://doi.org/10.3390/cells808085110.3390/cells8080851672173231394865
  13. [13] Geider R., Osborne B. Algal Photosynthesis. 1st Edition. US: Springer, 1992.10.1007/978-1-4757-2153-9_1
  14. [14] Lutzu G. Analysis of the growth of microalgae in batch and semi-batch photobioreactors. Doctorate Thesis. Cagliari: Cagliari University, 2012.
  15. [15] Lee E., Jalalizadeh M., Zhang Q. Growth kinetic models for microalgae cultivation: A review. Algal Research 2015:12:497–512. https://doi.org/10.1016/j.algal.2015.10.00410.1016/j.algal.2015.10.004
  16. [16] Monod J. The growth of bacterial cultures. Annu. Rev. Microbiol. 1949:3(1):371–394. https://doi.org/10.1146/annurev.mi.03.100149.00210310.1146/annurev.mi.03.100149.002103
  17. [17] Silva C., et al. Developing a kinetic model to describe wastewater treatment by microalgae based on simultaneous carbon, nitrogen and phosphorous removal. Journal of Environmental Chemical Engineering 2020:8(3):103792. https://doi.org/10.1016/j.jece.2020.10379210.1016/j.jece.2020.103792
  18. [18] Lee E., et al. Kinetic parameter estimation model for anaerobic co-digestion of waste activated sludge and microalgae. Bioresour. Technol. 2017:228:9–17. https://doi.org/10.1016/j.biortech.2016.12.07210.1016/j.biortech.2016.12.072
  19. [19] Darvehei P., Bahri P. A., Moheimani N. R. Model development for the growth of microalgae: A review. Renewable and Sustainable Energy Reviews 2018:97(C):233–258. https://doi.org/10.1016/j.rser.2018.08.02710.1016/j.rser.2018.08.027
  20. [20] Yun Y. D., Park M. Kinetic modeling of the light-dependent photosynthetic activity of the green microalga Chlorella vulgaris. Biotechnology and Bioengineering 2003:83(3):303–311. https://doi.org/10.1002/bit.1066910.1002/bit.10669
  21. [21] Steele J. Environmental control of photosynthesis in the sea. Limnol. Oceanogr. 1962:7(2):137–150. https://doi.org/10.4319/lo.1962.7.2.013710.4319/lo.1962.7.2.0137
  22. [22] Huesemann M., et al. Screening Model to Predict Microalgae Biomass Growth in Photobioreactors and Raceway Ponds. Biotechnology and Bioengineering 2013:110(6):1583–1594. https://doi.org/10.1002/bit.2481410.1002/bit.24814
  23. [23] Swinehart D. F. The Beer-Lambert Law. Journal of Chemical Education 1962:39(7):333. https://doi.org/10.1021/ed039p33310.1021/ed039p333
  24. [24] Goldman J. Outdoor algal mass cultures—II. Photosynthetic yield limitations. Water Research 1979:13(2):119–136. https://doi.org/10.1016/0043-1354(79)90083-610.1016/0043-1354(79)90083-6
  25. [25] Blumberga A. System Dynamics for environmental engineering students. 1st Edition. Riga: Riga Technical University, 2011.
  26. [26] Park S., Kim B., Jung S. Simulation methods of a system dynamics model for efficient operations and planning of capacity expansion of activated-sludge wastewater treatment plants. Procedia Engineering 2014:70:1289–1295. https://doi.org/10.1016/j.proeng.2014.02.14210.1016/j.proeng.2014.02.142
  27. [27] Gatamaneni B., Orsat V., Lefsrud M. Factors Affecting Growth of Various Microalgal Species. Environmental Engineering Science 2018:35(10):1037–1048. https://doi.org/10.1089/ees.2017.052110.1089/ees.2017.0521
  28. [28] Liang F., et al. Growth rate and biomass productivity of Chlorella as affected by culture depth and cell density in an open circular photobioreactor. Journal of Microbiology and Biotechnology 2013:23(4):539–544.10.4014/jmb.1209.0904723568209
  29. [29] Amini H., et al. Numerical and experimental investigation of hydrodynamics and light transfer in open raceway ponds at various algal cell concentrations and medium depths. Chemical Engineering Science 2016:156:11–23. https://doi.org/10.1016/j.ces.2016.09.00310.1016/j.ces.2016.09.003
  30. [30] Costa J., De Morais M. Biofuels from Algae. Pandey, Lee, Chisti, Soccol. 2013.
  31. [31] Thingstad T. A theoretical approach to structuring mechanisms in the pelagic food web. In Eutrophication in Planktonic Ecosystems: Food Web Dynamics and Elemental Cycling. Proceedings of the Fourth International PELAG Symposium 1996:127.
DOI: https://doi.org/10.2478/rtuect-2021-0100 | Journal eISSN: 2255-8837 | Journal ISSN: 1691-5208
Language: English
Page range: 1317 - 1336
Published on: Dec 30, 2021
In partnership with: Paradigm Publishing Services
Publication frequency: Volume open

© 2021 Francesco Romagnoli, Anton Rayan Priyasad Perera Weerasuriya-Arachchige, Riccardo Paoli, Maksims Feofilovs, Baiba Ievina, published by Riga Technical University
This work is licensed under the Creative Commons Attribution 4.0 License.