IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v253y2022ics0360544222009628.html
   My bibliography  Save this article

Optimization of biohydrogen production from microalgae by response surface methodology (RSM)

Author

Listed:
  • Nazarpour, Mehrshad
  • Taghizadeh-Alisaraei, Ahmad
  • Asghari, Ali
  • Abbaszadeh-Mayvan, Ahmad
  • Tatari, Aliasghar

Abstract

In the present study, the design and fabrication of a micro-photobioreactor to produce the bio-hydrogen are aimed. Furthermore, the optimization of variables affecting hydrogen production was optimized using the response surface methodology (RSM). A quadratic model was used to predict the behavior of samples. The central composite design was applied using 20 treatments and 6 replications in the central points. Independent variables for evaluation included sulfur concentration (0.5–1%), run time (5–120 h) and algal biomass concentration (50–100 g/L). The results suggested that test length had a significant impact on hydrogen production and that sulfur content and biomass concentration had no significant effect on hydrogen production but did cause a little increase. The experimental values of response variable in these optimal conditions match the predicted values. Optimal conditions to produce bio-hydrogen were identified as the sulfur concentration of 0.75%, run time of 101.96 h, and biomass concentration of 53.31 g/L for maximum production of bio-hydrogen (66.32 mL g-VS−1). In conclusion, the response surface methodology can predict the production and extraction of bio-hydrogen in photobioreactors.

Suggested Citation

  • Nazarpour, Mehrshad & Taghizadeh-Alisaraei, Ahmad & Asghari, Ali & Abbaszadeh-Mayvan, Ahmad & Tatari, Aliasghar, 2022. "Optimization of biohydrogen production from microalgae by response surface methodology (RSM)," Energy, Elsevier, vol. 253(C).
  • Handle: RePEc:eee:energy:v:253:y:2022:i:c:s0360544222009628
    DOI: 10.1016/j.energy.2022.124059
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544222009628
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.energy.2022.124059?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. Shuba, Eyasu Shumbulo & Kifle, Demeke, 2018. "Microalgae to biofuels: ‘Promising’ alternative and renewable energy, review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P1), pages 743-755.
    2. Martin Lisý & Hana Lisá & David Jecha & Marek Baláš & Peter Križan, 2020. "Characteristic Properties of Alternative Biomass Fuels," Energies, MDPI, vol. 13(6), pages 1-17, March.
    3. Betiku, Eriola & Taiwo, Abiola Ezekiel, 2015. "Modeling and optimization of bioethanol production from breadfruit starch hydrolyzate vis-à-vis response surface methodology and artificial neural network," Renewable Energy, Elsevier, vol. 74(C), pages 87-94.
    4. Tran Thi Giang & Siriporn Lunprom & Qiang Liao & Alissara Reungsang & Apilak Salakkam, 2019. "Enhancing Hydrogen Production from Chlorella sp. Biomass by Pre-Hydrolysis with Simultaneous Saccharification and Fermentation (PSSF)," Energies, MDPI, vol. 12(5), pages 1-14, March.
    5. Tarek Tawfik Yousef Alkhateeb & Haider Mahmood, 2020. "Oil Price and Energy Depletion Nexus in GCC Countries: Asymmetry Analyses," Energies, MDPI, vol. 13(12), pages 1-13, June.
    6. Wieczorek, Nils & Kucuker, Mehmet Ali & Kuchta, Kerstin, 2014. "Fermentative hydrogen and methane production from microalgal biomass (Chlorella vulgaris) in a two-stage combined process," Applied Energy, Elsevier, vol. 132(C), pages 108-117.
    7. Margareta, Winny & Nagarajan, Dillirani & Chang, Jo-Shu & Lee, Duu-Jong, 2020. "Dark fermentative hydrogen production using macroalgae (Ulva sp.) as the renewable feedstock," Applied Energy, Elsevier, vol. 262(C).
    8. 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.
    9. Jae-Hoon Hwang & Hyun-Chul Kim & Jeong-A Choi & R.A.I. Abou-Shanab & Brian A. Dempsey & John M Regan & Jung Rae Kim & Hocheol Song & In-Hyun Nam & Su-Nam Kim & Woojung Lee & Donghee Park & Yongje Kim , 2014. "Photoautotrophic hydrogen production by eukaryotic microalgae under aerobic conditions," Nature Communications, Nature, vol. 5(1), pages 1-6, May.
    10. Ummartyotin, S. & Pechyen, C., 2016. "Strategies for development and implementation of bio-based materials as effective renewable resources of energy: A comprehensive review on adsorbent technology," Renewable and Sustainable Energy Reviews, Elsevier, vol. 62(C), pages 654-664.
    11. Hwang, Jae-Hoon & Church, Jared & Lim, Jaewon & Lee, Woo Hyoung, 2018. "Photosynthetic biohydrogen production in a wastewater environment and its potential as renewable energy," Energy, Elsevier, vol. 149(C), pages 222-229.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Zhang, Zhiping & Ai, Fuke & Zhang, Haorui & Zhang, Huan & Zhu, Shengnan & Zhang, Quanguo & Li, Yameng, 2023. "Synergetic effect evaluation of light and mass transfer enhancement strategies on photo fermentative biohydrogen production process: Illumination, shake, and high solid level," Energy, Elsevier, vol. 269(C).

    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. 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.
    2. Nikannapas Usmanbaha & Rattana Jariyaboon & Alissara Reungsang & Prawit Kongjan & Chen-Yeon Chu, 2019. "Optimization of Batch Dark Fermentation of Chlorella sp. Using Mixed-Cultures for Simultaneous Hydrogen and Butyric Acid Production," Energies, MDPI, vol. 12(13), pages 1-14, July.
    3. de Jesus, Sérgio S. & Ferreira, Gabriela F. & Moreira, Larissa S. & Filho, Rubens Maciel, 2020. "Biodiesel production from microalgae by direct transesterification using green solvents," Renewable Energy, Elsevier, vol. 160(C), pages 1283-1294.
    4. Yoon, Kwangsuk & Lee, Sang Soo & Ok, Yong Sik & Kwon, Eilhann E. & Song, Hocheol, 2019. "Enhancement of syngas for H2 production via catalytic pyrolysis of orange peel using CO2 and bauxite residue," Applied Energy, Elsevier, vol. 254(C).
    5. 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.
    6. Sergio Paniagua & Alba Prado-Guerra & Ana Isabel Neto & Teresa Nunes & Luís Tarelho & Célia Alves & Luis Fernando Calvo, 2020. "Influence of Varieties and Organic Fertilizer in the Elaboration of a New Poplar-Straw Pellet and Its Emissions in a Domestic Boiler," Energies, MDPI, vol. 13(23), pages 1-17, November.
    7. Sahu, Omprakash, 2021. "Appropriateness of rose (Rosa hybrida) for bioethanol conversion with enzymatic hydrolysis: Sustainable development on green fuel production," Energy, Elsevier, vol. 232(C).
    8. Xu, Xiwei & Jiang, Enchen & Li, Zhiyu & Zhu, Xiongfa & Sun, Yan & Tu, Ren, 2019. "Alkene and benzene derivate obtained from catalytic reforming of acetone-butanol-ethanol (ABE) from carbohydrates fermentation broth," Renewable Energy, Elsevier, vol. 135(C), pages 1213-1223.
    9. Jacob, Amita & Xia, Ao & Murphy, Jerry D., 2015. "A perspective on gaseous biofuel production from micro-algae generated from CO2 from a coal-fired power plant," Applied Energy, Elsevier, vol. 148(C), pages 396-402.
    10. 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.
    11. Tran Thi Giang & Siriporn Lunprom & Qiang Liao & Alissara Reungsang & Apilak Salakkam, 2019. "Enhancing Hydrogen Production from Chlorella sp. Biomass by Pre-Hydrolysis with Simultaneous Saccharification and Fermentation (PSSF)," Energies, MDPI, vol. 12(5), pages 1-14, March.
    12. 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).
    13. Tarek Tawfik Yousef Alkhateeb & Haider Mahmood, 2020. "The Oil Price and Trade Nexus in the Gulf Co-Operation Council Countries," Resources, MDPI, vol. 9(12), pages 1-19, November.
    14. Haider Mahmood & Alam Asadov & Muhammad Tanveer & Maham Furqan & Zhang Yu, 2022. "Impact of Oil Price, Economic Growth and Urbanization on CO 2 Emissions in GCC Countries: Asymmetry Analysis," Sustainability, MDPI, vol. 14(8), pages 1-21, April.
    15. Zabed, Hossain M. & Akter, Suely & Yun, Junhua & Zhang, Guoyan & Zhang, Yufei & Qi, Xianghui, 2020. "Biogas from microalgae: Technologies, challenges and opportunities," Renewable and Sustainable Energy Reviews, Elsevier, vol. 117(C).
    16. Meneses-Reyes, José Carlos & Hernández-Eugenio, Guadalupe & Huber, David H. & Balagurusamy, Nagamani & Espinosa-Solares, Teodoro, 2018. "Oil-extracted Chlorella vulgaris biomass and glycerol bioconversion to methane via continuous anaerobic co-digestion with chicken litter," Renewable Energy, Elsevier, vol. 128(PA), pages 223-229.
    17. Baláš, Marek & Milčák, Pavel & Elbl, Patrik & Lisý, Martin & Lachman, Jakub & Kracík, Petr, 2022. "Gasification of fermentation residue in a fluidised-bed gasifier," Energy, Elsevier, vol. 245(C).
    18. Ghimire, Anish & Frunzo, Luigi & Pirozzi, Francesco & Trably, Eric & Escudie, Renaud & Lens, Piet N.L. & Esposito, Giovanni, 2015. "A review on dark fermentative biohydrogen production from organic biomass: Process parameters and use of by-products," Applied Energy, Elsevier, vol. 144(C), pages 73-95.
    19. Prawat Sukphun & Chaweewan Ponuansri & Worapong Wongarmat & Sureewan Sittijunda & Kanathip Promnuan & Alissara Reungsang, 2023. "Advancing Energy Recovery from Sugarcane Leaf via Two-Stage Anaerobic Digestion for Hydrogen and Methane Production: Impacts on Greenhouse Gas Mitigation and Sustainable Energy Production," Energies, MDPI, vol. 16(23), pages 1-15, November.
    20. Tsai, Tsung-Yu & Lo, Yung-Chung & Dong, Cheng-Di & Nagarajan, Dillirani & Chang, Jo-Shu & Lee, Duu-Jong, 2020. "Biobutanol production from lignocellulosic biomass using immobilized Clostridium acetobutylicum," Applied Energy, Elsevier, vol. 277(C).

    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:253:y:2022:i:c:s0360544222009628. 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.