IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v14y2021i5p1416-d510705.html
   My bibliography  Save this article

A Multi-Objective Life Cycle Optimization Model of an Integrated Algal Biorefinery toward a Sustainable Circular Bioeconomy Considering Resource Recirculation

Author

Listed:
  • Celine Marie A. Solis

    (Industrial Engineering Department, De La Salle University, Manila 0922, Philippines)

  • Jayne Lois G. San Juan

    (Industrial Engineering Department, De La Salle University, Manila 0922, Philippines
    Center for Engineering and Sustainable Development Research, De La Salle University, Manila 0922, Philippines)

  • Andres Philip Mayol

    (Mechanical Engineering Department, De La Salle University, Manila 0922, Philippines)

  • Charlle L. Sy

    (Industrial Engineering Department, De La Salle University, Manila 0922, Philippines
    Center for Engineering and Sustainable Development Research, De La Salle University, Manila 0922, Philippines)

  • Aristotle T. Ubando

    (Center for Engineering and Sustainable Development Research, De La Salle University, Manila 0922, Philippines
    Mechanical Engineering Department, De La Salle University, Manila 0922, Philippines)

  • Alvin B. Culaba

    (Center for Engineering and Sustainable Development Research, De La Salle University, Manila 0922, Philippines
    Mechanical Engineering Department, De La Salle University, Manila 0922, Philippines)

Abstract

Biofuel production from microalgae biomass has been considered a viable alternative to harmful fossil fuels; however, challenges are faced regarding its economic sustainability. Process integration to yield various high-value bioproducts is implemented to raise profitability and sustainability. By incorporating a circular economy outlook, recirculation of resource flows is maximized to yield economic and environmental benefits through waste minimization. However, previous modeling studies have not looked into the opportunity of integrating productivity reduction related to the continuous recirculation and reuse of resources until it reaches its end of life. In this work, a novel multi-objective optimization model is developed centered on an algal biorefinery that simultaneously optimizes cost and environmental impact, adopts the principle of resource recovery and recirculation, and incorporates the life cycle assessment methodology to properly account for the environmental impacts of the system. An algal biorefinery involving end-products such as biodiesel, glycerol, biochar, and fertilizer was used for a case study to validate the optimization model. The generated optimal results are assessed and further analyzed through scenario analysis. It was seen that demand fluctuations and process unit efficiencies have significant effect on the optimal results.

Suggested Citation

  • Celine Marie A. Solis & Jayne Lois G. San Juan & Andres Philip Mayol & Charlle L. Sy & Aristotle T. Ubando & Alvin B. Culaba, 2021. "A Multi-Objective Life Cycle Optimization Model of an Integrated Algal Biorefinery toward a Sustainable Circular Bioeconomy Considering Resource Recirculation," Energies, MDPI, vol. 14(5), pages 1-22, March.
  • Handle: RePEc:gam:jeners:v:14:y:2021:i:5:p:1416-:d:510705
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/14/5/1416/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1996-1073/14/5/1416/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Su, Yujie & Song, Kaihui & Zhang, Peidong & Su, Yuqing & Cheng, Jing & Chen, Xiao, 2017. "Progress of microalgae biofuel’s commercialization," Renewable and Sustainable Energy Reviews, Elsevier, vol. 74(C), pages 402-411.
    2. García Prieto, Carla V. & Ramos, Fernando D. & Estrada, Vanina & Villar, Marcelo A. & Diaz, M. Soledad, 2017. "Optimization of an integrated algae-based biorefinery for the production of biodiesel, astaxanthin and PHB," Energy, Elsevier, vol. 139(C), pages 1159-1172.
    3. Giwa, Adewale & Adeyemi, Idowu & Dindi, Abdallah & Lopez, Celia García-Baños & Lopresto, Catia Giovanna & Curcio, Stefano & Chakraborty, Sudip, 2018. "Techno-economic assessment of the sustainability of an integrated biorefinery from microalgae and Jatropha: A review and case study," Renewable and Sustainable Energy Reviews, Elsevier, vol. 88(C), pages 239-257.
    4. Brennan, Liam & Owende, Philip, 2010. "Biofuels from microalgae--A review of technologies for production, processing, and extractions of biofuels and co-products," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(2), pages 557-577, February.
    5. Jayne Lois San Juan & Carlo James Caligan & Maria Mikayla Garcia & Jericho Mitra & Andres Philip Mayol & Charlle Sy & Aristotle Ubando & Alvin Culaba, 2020. "Multi-Objective Optimization of an Integrated Algal and Sludge-Based Bioenergy Park and Wastewater Treatment System," Sustainability, MDPI, vol. 12(18), pages 1-22, September.
    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. Ana F. Esteves & Eva M. Salgado & José C. M. Pires, 2022. "Recent Advances in Microalgal Biorefineries," Energies, MDPI, vol. 15(16), pages 1-4, August.
    2. Nimmanterdwong, Prathana & Chalermsinsuwan, Benjapon & Piumsomboon, Pornpote, 2023. "Optimizing utilization pathways for biomass to chemicals and energy by integrating emergy analysis and particle swarm optimization (PSO)," Renewable Energy, Elsevier, vol. 202(C), pages 1448-1459.

    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. Goh, Brandon Han Hoe & Ong, Hwai Chyuan & Cheah, Mei Yee & Chen, Wei-Hsin & Yu, Kai Ling & Mahlia, Teuku Meurah Indra, 2019. "Sustainability of direct biodiesel synthesis from microalgae biomass: A critical review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 107(C), pages 59-74.
    2. Lim, Juin Yau & Teng, Sin Yong & How, Bing Shen & Nam, KiJeon & Heo, SungKu & Máša, Vítězslav & Stehlík, Petr & Yoo, Chang Kyoo, 2022. "From microalgae to bioenergy: Identifying optimally integrated biorefinery pathways and harvest scheduling under uncertainties in predicted climate," Renewable and Sustainable Energy Reviews, Elsevier, vol. 168(C).
    3. Severo, Ihana Aguiar & Siqueira, Stefania Fortes & Deprá, Mariany Costa & Maroneze, Mariana Manzoni & Zepka, Leila Queiroz & Jacob-Lopes, Eduardo, 2019. "Biodiesel facilities: What can we address to make biorefineries commercially competitive?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 112(C), pages 686-705.
    4. Chen, Jiaxin & Li, Ji & Dong, Wenyi & Zhang, Xiaolei & Tyagi, Rajeshwar D. & Drogui, Patrick & Surampalli, Rao Y., 2018. "The potential of microalgae in biodiesel production," Renewable and Sustainable Energy Reviews, Elsevier, vol. 90(C), pages 336-346.
    5. Chamkalani, A. & Zendehboudi, S. & Rezaei, N. & Hawboldt, K., 2020. "A critical review on life cycle analysis of algae biodiesel: current challenges and future prospects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 134(C).
    6. Liu, Yang & Lyu, Yizheng & Tian, Jinping & Zhao, Jialing & Ye, Ning & Zhang, Yongming & Chen, Lujun, 2021. "Review of waste biorefinery development towards a circular economy: From the perspective of a life cycle assessment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 139(C).
    7. Patryk Ratomski & Małgorzata Hawrot-Paw & Adam Koniuszy & Wojciech Golimowski & Andrzej Kwaśnica & Damian Marcinkowski, 2023. "Indicators of Engine Performance Powered by a Biofuel Blend Produced from Microalgal Biomass: A Step towards the Decarbonization of Transport," Energies, MDPI, vol. 16(14), pages 1-17, July.
    8. Motasem Y. D. Alazaiza & Ahmed Albahnasawi & Tahra Al Maskari & Mohammed Shadi S. Abujazar & Mohammed J. K. Bashir & Dia Eddin Nassani & Salem S. Abu Amr, 2023. "Biofuel Production Using Cultivated Algae: Technologies, Economics, and Its Environmental Impacts," Energies, MDPI, vol. 16(3), pages 1-27, January.
    9. Muhammad, Gul & Alam, Md Asraful & Mofijur, M. & Jahirul, M.I. & Lv, Yongkun & Xiong, Wenlong & Ong, Hwai Chyuan & Xu, Jingliang, 2021. "Modern developmental aspects in the field of economical harvesting and biodiesel production from microalgae biomass," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
    10. Zhang, Bing & Li, Wei & Guo, Yuan & Zhang, Zhiqiang & Shi, Wenxin & Cui, Fuyi & Lens, Piet N.L. & Tay, Joo Hwa, 2020. "Microalgal-bacterial consortia: From interspecies interactions to biotechnological applications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 118(C).
    11. Aziz, Md Maniruzzaman A. & Kassim, Khairul Anuar & Shokravi, Zahra & Jakarni, Fauzan Mohd & Liu, Hong Yuan & Zaini, Nabilah & Tan, Lian See & Islam, A.B.M. Saiful & Shokravi, Hoofar, 2020. "Two-stage cultivation strategy for simultaneous increases in growth rate and lipid content of microalgae: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 119(C).
    12. Kalpesh K. Sharma & Holger Schuhmann & Peer M. Schenk, 2012. "High Lipid Induction in Microalgae for Biodiesel Production," Energies, MDPI, vol. 5(5), pages 1-22, May.
    13. Al-Jabri, Hareb & Das, Probir & Khan, Shoyeb & AbdulQuadir, Mohammad & Thaher, Mehmoud Ibrahim & Hoekman, Kent & Hawari, Alaa H., 2022. "A comparison of bio-crude oil production from five marine microalgae – Using life cycle analysis," Energy, Elsevier, vol. 251(C).
    14. Feng, Huan & Zhang, Bo & He, Zhixia & Wang, Shuang & Salih, Osman & Wang, Qian, 2018. "Study on co-liquefaction of Spirulina and Spartina alterniflora in ethanol-water co-solvent for bio-oil," Energy, Elsevier, vol. 155(C), pages 1093-1101.
    15. Jayne Lois San Juan & Carlo James Caligan & Maria Mikayla Garcia & Jericho Mitra & Andres Philip Mayol & Charlle Sy & Aristotle Ubando & Alvin Culaba, 2020. "Multi-Objective Optimization of an Integrated Algal and Sludge-Based Bioenergy Park and Wastewater Treatment System," Sustainability, MDPI, vol. 12(18), pages 1-22, September.
    16. Ribeiro, Lauro André & Silva, Patrícia Pereira da, 2013. "Surveying techno-economic indicators of microalgae biofuel technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 89-96.
    17. Maity, Jyoti Prakash & Hou, Chia-Peng & Majumder, Dip & Bundschuh, Jochen & Kulp, Thomas R. & Chen, Chien-Yen & Chuang, Lu-Te & Nathan Chen, Ching-Nen & Jean, Jiin-Shuh & Yang, Tsui-Chu & Chen, Chien-, 2014. "The production of biofuel and bioelectricity associated with wastewater treatment by green algae," Energy, Elsevier, vol. 78(C), pages 94-103.
    18. Bergthorson, Jeffrey M. & Thomson, Murray J., 2015. "A review of the combustion and emissions properties of advanced transportation biofuels and their impact on existing and future engines," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 1393-1417.
    19. López-González, D. & Puig-Gamero, M. & Acién, F.G. & García-Cuadra, F. & Valverde, J.L. & Sanchez-Silva, L., 2015. "Energetic, economic and environmental assessment of the pyrolysis and combustion of microalgae and their oils," Renewable and Sustainable Energy Reviews, Elsevier, vol. 51(C), pages 1752-1770.
    20. Xu, Yang-Jie & Li, Guo-Xiu & Sun, Zuo-Yu, 2016. "Development of biodiesel industry in China: Upon the terms of production and consumption," Renewable and Sustainable Energy Reviews, Elsevier, vol. 54(C), pages 318-330.

    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:gam:jeners:v:14:y:2021:i:5:p:1416-:d:510705. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.