IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v311y2024ics0360544224031116.html
   My bibliography  Save this article

Kinetics model with experimental validation for optimal microalgae generation in double-skin façades

Author

Listed:
  • Elmalky, Adham M.
  • Araji, Mohamad T.

Abstract

Microalgae photobioreactors integrated into double-skin façades in cold climates enhance growth conditions for biomass generation, CO2 fixation, and O2 production, while reducing thermal loads. However, shading imposed by double-skin façade's assembly limits light interception for the photobioreactors. This study employs kinetics and shading models to estimate variations in biomass concentration within the light-constrained photobioreactor. To validate the accuracy and reliability of the model, the results were compared to experimental data collected by the authors from a full-scale constructed system. Biomass concentration was monitored using a developed RGB image-based monitoring technique. Direct search methods were employed to optimize the design and operational variables of the microalgae photobioreactors, with the goal of maximizing annual areal and volumetric productivities across 14 Canadian cities under various climatic conditions. Hooke-Jeeves algorithm was 65.6 % faster than Powell's conjugate direction method. This showed the system's adaptability by generating 1.3–3.0 kg/m2.year of biomass in different climates. The study established a framework for optimizing microalgae photobioreactors into façades to maximize biomass harvest.

Suggested Citation

  • Elmalky, Adham M. & Araji, Mohamad T., 2024. "Kinetics model with experimental validation for optimal microalgae generation in double-skin façades," Energy, Elsevier, vol. 311(C).
    • Handle: RePEc:eee:energy:v:311:y:2024:i:c:s0360544224031116
    DOI: 10.1016/j.energy.2024.133335
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544224031116
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.energy.2024.133335?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Elmalky, Adham M. & Araji, Mohamad T., 2023. "Multi-objective problem of optimizing heat transfer and energy production in algal bioreactive façades," Energy, Elsevier, vol. 268(C).
    2. Bo Gao & Chunsheng Wang & Yukun Hu & C. K. Tan & Paul Alun Roach & Liz Varga, 2018. "Function Value-Based Multi-Objective Optimisation of Reheating Furnace Operations Using Hooke-Jeeves Algorithm," Energies, MDPI, vol. 11(9), pages 1-18, September.
    3. Cheng, C.L. & Sanchez Jimenez, Charles S. & Lee, Meng-Chieh, 2009. "Research of BIPV optimal tilted angle, use of latitude concept for south orientated plans," Renewable Energy, Elsevier, vol. 34(6), pages 1644-1650.
    4. Borella, Lisa & Diotto, Daniele & Barbera, Elena & Fiorimonte, Davide & Sforza, Eleonora & Trivellin, Nicola, 2022. "Application of flashing blue-red LED to boost microalgae biomass productivity and energy efficiency in continuous photobioreactors," Energy, Elsevier, vol. 259(C).
    5. Ankita Juneja & Ruben Michael Ceballos & Ganti S. Murthy, 2013. "Effects of Environmental Factors and Nutrient Availability on the Biochemical Composition of Algae for Biofuels Production: A Review," Energies, MDPI, vol. 6(9), pages 1-32, September.
    6. Diana D’Agostino & Federico Minelli & Francesco Minichiello & Maddalena Musella, 2024. "Improving the Indoor Air Quality of Office Buildings in the Post-Pandemic Era—Impact on Energy Consumption and Costs," Energies, MDPI, vol. 17(4), pages 1-23, February.
    7. Diana D’Agostino & Martina Di Mascolo & Federico Minelli & Francesco Minichiello, 2024. "A New Tailored Approach to Calculate the Optimal Number of Outdoor Air Changes in School Building HVAC Systems in the Post-COVID-19 Era," Energies, MDPI, vol. 17(11), pages 1-36, June.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Elmalky, Adham M. & Araji, Mohamad T., 2024. "Optimization models for photosynthetic bioenergy generation in building façades," Renewable Energy, Elsevier, vol. 228(C).
    2. Agrawal, Basant & Tiwari, G.N., 2010. "Optimizing the energy and exergy of building integrated photovoltaic thermal (BIPVT) systems under cold climatic conditions," Applied Energy, Elsevier, vol. 87(2), pages 417-426, February.
    3. Ekaterina Ovsyannikova & Andrea Kruse & Gero C. Becker, 2020. "Feedstock-Dependent Phosphate Recovery in a Pilot-Scale Hydrothermal Liquefaction Bio-Crude Production," Energies, MDPI, vol. 13(2), pages 1-21, January.
    4. Dirk Johan van Vuuren & Annlizé L. Marnewick & Jan Harm C. Pretorius, 2021. "Validation of a Simulation-Based Pre-Assessment Process for Solar Photovoltaic Technology Implemented on Rooftops of South African Shopping Centres," Sustainability, MDPI, vol. 13(5), pages 1-26, February.
    5. Ayesha Aslam & Sumaira Rasul & Ali Bahadar & Nazia Hossain & Muhammad Saleem & Sabir Hussain & Lubna Rasool & Hamid Manzoor, 2021. "Effect of Micronutrient and Hormone on Microalgae Growth Assessment for Biofuel Feedstock," Sustainability, MDPI, vol. 13(9), pages 1-20, April.
    6. Banerjee, Sanjukta & Banerjee, Srijoni & Ghosh, Ananta K. & Das, Debabrata, 2020. "Maneuvering the genetic and metabolic pathway for improving biofuel production in algae: Present status and future prospective," Renewable and Sustainable Energy Reviews, Elsevier, vol. 133(C).
    7. Shukla, Akash Kumar & Sudhakar, K. & Baredar, Prashant & Mamat, Rizalman, 2018. "Solar PV and BIPV system: Barrier, challenges and policy recommendation in India," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 3314-3322.
    8. Małgorzata Hawrot-Paw & Adam Koniuszy & Małgorzata Gałczyńska, 2020. "Sustainable Production of Monoraphidium Microalgae Biomass as a Source of Bioenergy," Energies, MDPI, vol. 13(22), pages 1-13, November.
    9. Mohajeri, Nahid & Assouline, Dan & Guiboud, Berenice & Bill, Andreas & Gudmundsson, Agust & Scartezzini, Jean-Louis, 2018. "A city-scale roof shape classification using machine learning for solar energy applications," Renewable Energy, Elsevier, vol. 121(C), pages 81-93.
    10. Baraka Kichonge & Thomas Kivevele, 2024. "Sustainable biofuel production in Sub‐Saharan Africa: Exploring transesterification process, nonedible feedstocks, and policy implications," Wiley Interdisciplinary Reviews: Energy and Environment, Wiley Blackwell, vol. 13(3), May.
    11. Dey, Sumon & Lakshmanan, Madan Kumar & Pesala, Bala, 2018. "Optimal solar tree design for increased flexibility in seasonal energy extraction," Renewable Energy, Elsevier, vol. 125(C), pages 1038-1048.
    12. Visa, Ion & Burduhos, Bogdan & Neagoe, Mircea & Moldovan, Macedon & Duta, Anca, 2016. "Comparative analysis of the infield response of five types of photovoltaic modules," Renewable Energy, Elsevier, vol. 95(C), pages 178-190.
    13. Ju, Jung-Hyun & Ko, Dong-Jin & Heo, Sun-Yeon & Lee, Jong-Jea & Kim, Young-Min & Lee, Bong-Soo & Kim, Min-Soo & Kim, Chul-Ho & Seo, Jeong-Woo & Oh, Beak-Rock, 2020. "Regulation of lipid accumulation using nitrogen for microalgae lipid production in Schizochytrium sp. ABC101," Renewable Energy, Elsevier, vol. 153(C), pages 580-587.
    14. Olia, Mahroo Seyed Jafari & Azin, Mehrdad & Sepahi, Abbas Akhavan & Moazami, Nasrin, 2020. "Miniaturized culture method for the statistical study of growth rate and carbohydrate content of Picochlorum sp. D8 isolated from the Persian Gulf," Renewable Energy, Elsevier, vol. 149(C), pages 479-488.
    15. Silvia Maria Zanoli & Crescenzo Pepe & Lorenzo Orlietti, 2023. "Synergic Combination of Hardware and Software Innovations for Energy Efficiency and Process Control Improvement: A Steel Industry Application," Energies, MDPI, vol. 16(10), pages 1-20, May.
    16. Hou Jiang & Ning Lu & Xuecheng Wang, 2023. "Assessing Carbon Reduction Potential of Rooftop PV in China through Remote Sensing Data-Driven Simulations," Sustainability, MDPI, vol. 15(4), pages 1-16, February.
    17. Elmalky, Adham M. & Araji, Mohamad T., 2023. "Multi-objective problem of optimizing heat transfer and energy production in algal bioreactive façades," Energy, Elsevier, vol. 268(C).
    18. Shrasti Vasistha & Anwesha Khanra & Monika Prakash Rai & Shakeel Ahmad Khan & Zengling Ma & Heli Siti Halimatul Munawaroh & Doris Ying Ying Tang & Pau Loke Show, 2023. "Exploring the Pivotal Significance of Microalgae-Derived Sustainable Lipid Production: A Critical Review of Green Bioenergy Development," Energies, MDPI, vol. 16(1), pages 1-27, January.
    19. Pozzobon, Victor, 2024. "Microalgae bio-reactive façade: System thermal–biological optimization," Renewable Energy, Elsevier, vol. 235(C).
    20. D'Agostino, Diana & De Falco, Francesco & Minelli, Federico & Minichiello, Francesco, 2024. "New robust multi-criteria decision-making framework for thermal insulation of buildings under conflicting stakeholder interests," Applied Energy, Elsevier, vol. 376(PA).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:energy:v:311:y:2024:i:c:s0360544224031116. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/energy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.