Development of Smart Algae Pond System for Microalgae Biomass Production
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Abstract The production of microalgae biomass is very promising as an alternative sustainable food, feed, high value biochemical, and 3rd generation biofuel. However, the use of microalgae biomass for the production of biofuel is still considered less feasible at this time. The main obstacle is the scale up of biomass production, high processing costs and low efficiency using the conventional biomass production system. Therefore, the use of advanced digital technology such as sensors, automation applications and the Internet of Things (IoT) was applied in this study. This research aimed to develop a Smart Algae Pond system equipped with three main functions of smart mixing, control of pH and CO2 supply, and the automatic harvesting system. The results revealed that the use of advanced digital technology and IoT could improve the productivity as well as control the production of biomass effectively and efficiently. The tested optimum value of pH was achieved at 8.5-9.5 with the CO2 concentration of 1 to 2% of the cultivation volume. Temperature was maintained from 25 to 35 °C, water velocity from 16 to 35 cm s−1, and air velocity of 8.33 cm3 s−1. Using the smart mixing system, the use of electrical energy was decreased from 0.5 to below 0.2 Kw/h. This study showed that microalgae biomass production can be measured using a water turbidity sensor.
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Advanced Internet of Things technologies applied to open and closed cultivation systems enable more automated and data-driven operation.
“Additionally, advanced Internet of Things (IoT) technologies have been applied to both open and closed systems [148,149], enabling the cultivation systems to operate in a more automated and data-driven manner.”
From A Review of Algae-Based Carbon Capture, Utilization, and Storage (Algae-Based CCUS) (2024) · cites this paper as [148]
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Cites
High-value products from microalgae—their development and commercialisation
Borowitzka, M. A. (2013) · Journal of Applied Phycology · doi:10.1007/s10811-013-9983-9 · Cited by 1,585 · see citing works
Algal Physiology and Biochemistry.
Baalen, C. V., & Stewart, W. P. D. (1975) · Bulletin of the Torrey Botanical Club · doi:10.2307/2484419 · Cited by 1,494 · see citing works
An Overview of Internet of Things (IoT) and Data Analytics in Agriculture: Benefits and Challenges
Elijah, O., Rahman, T. A., Orikumhi, I., Leow, C. Y., & Hindia, M. H. D. N. (2018) · IEEE Internet of Things Journal · doi:10.1109/jiot.2018.2844296 · Cited by 1,477 · see citing works
Microalgae biorefinery: High value products perspectives
Chew, K. W., Yap, J. Y., Show, P. L., Suan, N. H., Juan, J. C., Ling, T. C., Lee, D.-J., & Chang, J.-S. (2017) · Bioresource Technology · doi:10.1016/j.biortech.2017.01.006 · Cited by 1,336 · see citing works
Handbook of Microalgal Culture: Applied Phycology and Biotechnology
(2013) · doi:10.1002/9781118567166 · Cited by 979 · see citing works
Handbook of microalgal culture: biotechnology and applied phycology.
RICHMOND, A. E. (2004) · Cited by 861 · see citing works
Algae: Anatomy, Biochemistry, and Biotechnology
Barsanti, L. A., & Gualtieri, P. (2006) · Cited by 520 · see citing works
Photobioreactors for the production of microalgae
Acién, F. G., Fernández-Sevilla, J. M., & Grima, E. M. (2013) · Reviews in Environmental Science and Bio/Technology · doi:10.1007/s11157-012-9307-6 · Cited by 446 · see citing works
Khoeyi, Z. A., Seyfabadi, J., & Ramezanpour, Z. (2011) · Aquaculture International · doi:10.1007/s10499-011-9440-1 · Cited by 345 · see citing works
Microalgal biomass production: challenges and realities
Grobbelaar, J. U. (2010) · Photosynthesis Research · doi:10.1007/s11120-010-9573-5 · Cited by 183 · see citing works
Moheimani, N. R., & Borowitzka, M. A. (2011) · Applied Microbiology and Biotechnology · doi:10.1007/s00253-011-3174-x · Cited by 87 · see citing works
Mercille, S., Johnson, M., Lanthier, S., Kamen, A., & Massie, B. (2000) · Biotechnology and Bioengineering · doi:10.1002/(sici)1097-0290(20000220)67:4 · Cited by 66 · see citing works
Esposito, S., Cafiero, A., Giannino, F., Mazzoleni, S., & Diano, M. M. (2017) · Procedia Computer Science · doi:10.1016/j.procs.2017.08.316 · Cited by 23 · see citing works
Wibawa, D. S., Nasution, M. A., Noguchi, R., Ahamed, T., Demura, M., & Watanabe, M. M. (2018) · Energies · doi:10.3390/en11030521 · Cited by 22 · see citing works
Wireless Sensor Network-based monitoring, cellular modelling and simulations for the environment
Goubier, O. N. P., Huynh, H. X., Truong, T. P., & Traore, M. (2018) · HAL · Cited by 2 · see citing works
Flagged first, then by citations
Research works printed but not linked: 2
- Lee, R.E., Phycology. Fourth edition. 2008, Cambridge University Press: Cambridge. p. 3-404.
- Borowitzka, M.A. and N.R. Moheimani, Open pond culture systems, in Algae for biofuels and energy, M.A. Borowitzka and N.R. Moheimani, Editors. 2013, Springer. p. 133-152.
Cited by
Sorted by citations
Recent advances in CO2 fixation by microalgae and its potential contribution to carbon neutrality
Xu, P., Li, J., Qian, J., Wang, B., Liu, J., Xu, R., Chen, P. L., & Zhou, W. (2023) · Chemosphere · doi:10.1016/j.chemosphere.2023.137987 · Cited by 174 · see citing works
Smart microalgae farming with internet-of-things for sustainable agriculture
Lim, H. R., Khoo, K. S., Chia, W. Y., Chew, K. W., Ho, S.-H., & Show, P. L. (2022) · Biotechnology Advances · doi:10.1016/j.biotechadv.2022.107931 · Cited by 155 · see citing works
Shelare, S. D., Belkhode, P. N., Nikam, K. C., Jathar, L. D., Shahapurkar, K., Soudagar, M. E. M., Veza, I., Khan, T. M. Y., Kalam, M. A., Nizami, A., et al. (2023) · Energy · doi:10.1016/j.energy.2023.128874 · Cited by 156 · see citing works
How does the Internet of Things (IoT) help in microalgae biorefinery?
Wang, K., Khoo, K. S., Leong, H. Y., Nagarajan, D., Chew, K. W., Ting, H. Y., Selvarajoo, A., Chang, J., & Show, P. L. (2021) · Biotechnology Advances · doi:10.1016/j.biotechadv.2021.107819 · Cited by 134 · see citing works
Review on the Recent Structural Advances in Open and Closed Systems for Carbon Capture through Algae
Paul, S., Bera, S., Dasgupta, R., Mondal, S., & Roy, S. (2021) · Energy Nexus · doi:10.1016/j.nexus.2021.100032 · Cited by 101 · see citing works
Carbon capture, storage, and usage with microalgae: a review
Tripathi, S., Choudhary, S., Meena, A., & Poluri, K. M. (2023) · Environmental Chemistry Letters · doi:10.1007/s10311-023-01609-y · Cited by 87 · see citing works
A Review of Algae-Based Carbon Capture, Utilization, and Storage (Algae-Based CCUS)
Li, G., & Yao, J. (2024) · Gases · doi:10.3390/gases4040024 · Cited by 80 · see citing works
Sofian, A. D. A. B. A., Lim, H. R., Manickam, S., Ang, W. L., & Show, P. L. (2023) · ChemBioEng Reviews · doi:10.1002/cben.202300028 · Cited by 78 · see citing works
Tavares, L., Nudi, M. H., Arroyo, P. A., Godoy, R. F. B., & Trevisan, E. (2022) · International journal of energy and environmental engineering · doi:10.1007/s40095-022-00535-z · Cited by 26 · see citing works
Akande, O., Okolie, J. A., Kimera, R., & Ogbaga, C. C. (2025) · Green Energy and Intelligent Transportation · doi:10.1016/j.geits.2025.100260 · Cited by 23 · see citing works
Automated Cultivation System for Microalgae: Growth Factors and Control
Chew, K. W., Khor, J. G., Lim, H. R., & Chia, W. Y. (2022) · Current Nutrition & Food Science · doi:10.2174/1573401318666220421132428 · Cited by 15 · see citing works
Chai, A. B. Z., Lau, B. T., Ginjom, I. R. H., Tee, M. K. T., Show, P. L., & Palombo, E. (2025) · Computers and Electronics in Agriculture · doi:10.1016/j.compag.2025.110163 · Cited by 10 · see citing works
Application of IoT-Based Intelligent Systems in Microalgae Biofuel Production
El-Moustaqim, K., Mohammed, B., Mabrouki, J., & Hmouni, D. (2024) · Environmental science and engineering · doi:10.1007/978-3-031-50871-4_20 · Cited by 8 · see citing works
El-Moustaqim, K., Sbai, S. E., Yousfi, Y. E., Mabrouki, J., & Hmouni, D. (2024) · Euro-Mediterranean Journal for Environmental Integration · doi:10.1007/s41207-024-00678-x · Cited by 8 · see citing works
Carvalho, J. D. S., Artifon, W., da Silva, A., de Andrade, C. J., & de Olíveira, D. (2025) · Algal Research · doi:10.1016/j.algal.2025.104216 · Cited by 10 · see citing works
Phycoremediation of aquaculture wastewater and algal lipid extraction for fuel conversion
Ray, B., & Rakesh, S. (2022) · Highlights in BioScience · doi:10.36462/h.biosci.202201 · Cited by 8 · see citing works
Applied Sciences Green Microalgae for Future Biomass Development
El-Moustaqim, K., Mabrouki, J., & Hmouni, D. (2024) · Studies in big data · doi:10.1007/978-3-031-50860-8_12 · Cited by 7 · see citing works
Desalegn, W., Chowdhary, A. K., Sekine, M., Larry, W., Woldie, A. A., Kishi, M., & Toda, T. (2025) · Bioprocess and Biosystems Engineering · doi:10.1007/s00449-025-03237-y · Cited by 6 · see citing works
Tolentino, L. K. S., Belarmino, S. O., Chan, J. G. N., Cleofas, O. D., Creencia, J. G. M., Cruz, M. E. L., Geronimo, J. G. B., Ramos, J. P. M., Enriquez, L. A. C., Quijano, J. F. C., et al. (2021) · International Journal of Advanced Computer Science and Applications · doi:10.14569/ijacsa.2021.0120732 · Cited by 5 · see citing works
Algal cultivation in the pursuit of emerging technology for sustainable development
Das, A., & Chowdhury, A. R. (2022) · Elsevier eBooks · doi:10.1016/b978-0-323-91869-5.00014-4 · Cited by 5 · see citing works
Resman, L., Zrimec, M. B., Žitko, V., Lazar, B., Reinhardt, R. M., Cerar, A., & Mihelič, R. (2023) · Sustainability · doi:10.3390/su152416948 · Cited by 5 · see citing works
Harnessing microalgae: Pioneering strategies for cost-effective EPA synthesis
Shen, Y., Zhang, Z., Qi, X., Wu, H., Lin, Y., Ma, W., Yang, G., & Sun, X. (2025) · Food Bioscience · doi:10.1016/j.fbio.2025.106687 · Cited by 4 · see citing works
Fonseca-Campos, J., Fernández-Linares, L. C., Reyes-Ramírez, I., Islas-Ortiz, M. S., Ramírez-Cano, S. M., Gachuz-Hernández, K. D., Mata-Machuca, J. L., & Aguilar‐López, R. (2024) · Communications in computer and information science · doi:10.1007/978-3-031-77290-0_3 · Cited by 3 · see citing works
Abdullah, H. M., Istiyanto, J. E., Frisky, A. Z. K., & Suyono, E. A. (2025) · Smart Agricultural Technology · doi:10.1016/j.atech.2025.100939 · Cited by 3 · see citing works
Disruptive technologies to improve the performance of microalgae cultures
Dias, R. R., Deprá, M. C., Zepka, L. Q., & Lopes, E. J. (2023) · Elsevier eBooks · doi:10.1016/b978-0-323-99196-4.00034-6 · Cited by 2 · see citing works
Sébile-Meilleroux, J., & Titica, M. (2025) · International Conference on System Theory, Control and Computing (ICSTCC) · doi:10.1109/icstcc66753.2025.11240314 · Cited by 1 · see citing works
Waoo, A. A., Fatima, M., Singh, S., Chandra, N., Mahata, C., Mal, J., Singh, N. K., & Pandey, A. (2026) · Bioresource Technology Reports · doi:10.1016/j.biteb.2026.102605 · Cited by 1 · see citing works
Deka, D., Chikkaputtaiah, C., & Velmurugan, N. (2023) · Russian Journal of Marine Biology · doi:10.1134/s1063074023040028 · Cited by 1 · see citing works
Algal biomass as a feedstock for the sustainable production of bioethanol and biobutanol
Nath, K., Ghosh, S., & Chowdhury, R. (2025) · Elsevier eBooks · doi:10.1016/b978-0-443-34088-8.00048-3
Keffala, C., Jmii, G., Marzoug, N., Mohamed, H. K., Layssi, A., Mokhtar, A., Zouhir, F., Jupsin, H., & Tychon, B. (2025) · JOURNAL OF OASIS AGRICULTURE AND SUSTAINABLE DEVELOPMENT · doi:10.56027/joasd.262025
Fonseca-Campos, J., Fernández-Linares, L. C., Dominguez-Bocanegra, A. R., Reyes-Ramírez, I., Mendoza-Mendoza, J. A., Mendoza-Pérez, J. A., Mata-Machuca, J. L., & Aguilar‐López, R. (2026) · Applied Sciences · doi:10.3390/app16136310
Advanced Control of Microalgae Photobioreactors: A Systematic Review of Automation Strategies
Almeida, M. A., Mendes, F. P., Lima, Y. B., Rodrigues, M. V., & de Oliveira, V. M. (2026) · IEEE Access · doi:10.1109/access.2026.3719411
- Authors
- Hermadi, I., Setiadianto, I. R., Al Zahran, D. F., Simbolon, M. N., Saefurahman, G., Wibawa, D. S., & Arkeman, Y.
- Affiliations
- IPB University (ID)
- Corresponding author
- Hermadi, Irman
- Arkeman, Yandra
- Venue
- IOP Conference Series Earth and Environmental Science
- Publisher
- IOP Publishing
- Published
- 2021-05-01
- Volume
- 749
- Issue
- 1
- Pages
- 012068
- ISSN
- 1755-1315 (ISSN-L)
- 1755-1307
- OpenAlex
- W3162701606
- Cited by
- 32
- References
- 15
- Citations by year
- 2026: 3 · 2025: 9 · 2024: 5 · 2023: 7 · 2022: 5 · 2021: 3
- FWCI
- 10.38
- Type
- conference paper
- Language
- en
- Open access
- diamond
- doi.org
- Licence
- Locations
- IOP Conference Series Earth and Environmental Science (publishedVersion, cc-by)
- Funders
- Kementerian Riset dan Teknologi /Badan Riset dan Inovasi Nasional
- Topics
- Physical Sciences › Energy › Renewable Energy, Sustainability and the Environment › Algal biology and biofuel production
- Life Sciences › Agricultural and Biological Sciences › Aquatic Science › Innovations in Aquaponics and Hydroponics Systems
- Physical Sciences › Environmental Science › Water Science and Technology › Water Quality Monitoring Technologies
- Keywords
- microalgae cultivation, Internet of Things, pH control, CO2 supply, automatic harvesting, turbidity sensor, third-generation biofuels, scale-up, energy efficiency
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