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Three-stage design of high-resolution microalgae-based biofuel supply chain using geographic information system

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  • Kang, Seongwhan
  • Heo, Seongmin
  • Realff, Matthew J.
  • Lee, Jay H.

Abstract

This research suggests a three-stage model framework for the design of a microalgae-based biofuel supply chain to meet the goal of economic commercialization. First, the design stage decides the spatial layouts and dimensions of each scale of biorefineries and economic analyses are done to estimate the capital costs and operating costs for different design options. Using the spatial dimensions determined in the first stage, the second stage selects the candidate locations for the biorefineries using an geographic information system (GIS) based site evaluation. This stage screens the available land area for the biorefineries, and also reduces the computational burden of the latter stage. In the mathematical optimization stage, a mixed-integer linear programming optimization model is formulated to make multi-period strategic and tactical decisions of the supply chain under the total cost minimization objective. Since the formulated problem is computationally intensive, a two-stage decomposition solution strategy is proposed to solve the problem in a reasonable time. The model framework is demonstrated through a case study cast in Texas, U.S., with a time horizon of ten years, using the suggested decomposition method. As a result, the minimum fuel selling price (MFSP) of microalgae-based biodiesel is calculated as $10.92/galbiodiesel, which is about three times higher than the current biodiesel price $3.51/galbiodiesel. To reduce the cost, the strategies of biomass storage and maximum delivery are investigated to deal with the productivity fluctuation. In the scenario analysis, the underutilization of production capacities is alleviated resulting in reduced MFSP of $7.90/galbiodiesel, $7.92/galbiodiesel, and $7.43/galbiodiesel respectively. Clearly, for economic feasibility, the production cost should be further reduced by developing more cost-efficient technologies and integrating high-value coproducts into the biorefinery portfolio.

Suggested Citation

  • Kang, Seongwhan & Heo, Seongmin & Realff, Matthew J. & Lee, Jay H., 2020. "Three-stage design of high-resolution microalgae-based biofuel supply chain using geographic information system," Applied Energy, Elsevier, vol. 265(C).
    • Handle: RePEc:eee:appene:v:265:y:2020:i:c:s0306261920302853
    DOI: 10.1016/j.apenergy.2020.114773
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    1. Huang, Yongxi & Chen, Chien-Wei & Fan, Yueyue, 2010. "Multistage optimization of the supply chains of biofuels," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 46(6), pages 820-830, November.
    2. Cruce, Jesse R. & Quinn, Jason C., 2019. "Economic viability of multiple algal biorefining pathways and the impact of public policies," Applied Energy, Elsevier, vol. 233, pages 735-746.
    3. 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.
    4. Pashkus Natalia A. & Pashkus V.Y., 2018. "Strategic Alternatives Of Marketing In The Global Economy," Annals of marketing-mba, Department of Marketing, Marketing MBA (RSconsult), vol. 3, November.
    5. UNCTAD & World Bank, 2018. "Community Engagement Strategies," World Bank Publications - Reports 29473, The World Bank Group.
    6. Rawat, I. & Ranjith Kumar, R. & Mutanda, T. & Bux, F., 2013. "Biodiesel from microalgae: A critical evaluation from laboratory to large scale production," Applied Energy, Elsevier, vol. 103(C), pages 444-467.
    7. Singh, Jasvinder & Gu, Sai, 2010. "Commercialization potential of microalgae for biofuels production," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(9), pages 2596-2610, December.
    8. Mohseni, Shayan & Pishvaee, Mir Saman & Sahebi, Hadi, 2016. "Robust design and planning of microalgae biomass-to-biodiesel supply chain: A case study in Iran," Energy, Elsevier, vol. 111(C), pages 736-755.
    9. Cai, Ting & Park, Stephen Y. & Li, Yebo, 2013. "Nutrient recovery from wastewater streams by microalgae: Status and prospects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 19(C), pages 360-369.
    10. Zabelina Maria A. & Ivashkova N.I., 2018. "Strategic And Tactical Marketing In Digital Economy," Annals of marketing-mba, Department of Marketing, Marketing MBA (RSconsult), vol. 2, June.
    11. -, 2018. "Regional digital market: Strategic aspects," Documentos de Proyectos 43633, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    12. Rishu Garg & Sandhya Sundararagavan & Vageesh M., 2018. "Strategic Roadmap for Implementation of UDAY Scheme," Working Papers id:12382, eSocialSciences.
    13. Itf, 2018. "Strategic Investment Packages," International Transport Forum Policy Papers 51, OECD Publishing.
    14. Mata, Teresa M. & Martins, António A. & Caetano, Nidia. S., 2010. "Microalgae for biodiesel production and other applications: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(1), pages 217-232, January.
    15. Dennis L Buchanan & Mark H. A. Davis, 2018. "Strategic Management," World Scientific Book Chapters, in: Metals and Energy Finance Application of Quantitative Finance Techniques to the Evaluation of Minerals, Coal and Petroleum Projects, chapter 3, pages 39-65, World Scientific Publishing Co. Pte. Ltd..
    16. Subhadra, Bobban G. & Edwards, Mark, 2011. "Coproduct market analysis and water footprint of simulated commercial algal biorefineries," Applied Energy, Elsevier, vol. 88(10), pages 3515-3523.
    17. Marius Brülhart & Kurt Schmidheiny, 2018. "Marius Brülhart and Kurt Schmidheiny," ifo DICE Report, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 16(02), pages 19-21, August.
    18. R. Yu. Rybkin, 2018. "The US Strategy in the Central Asian Region," Administrative Consulting, Russian Presidential Academy of National Economy and Public Administration. North-West Institute of Management., issue 4.
    19. Marufuzzaman, Mohammad & Ekşioğlu, Sandra D. & Hernandez, Rafael, 2015. "Truck versus pipeline transportation cost analysis of wastewater sludge," Transportation Research Part A: Policy and Practice, Elsevier, vol. 74(C), pages 14-30.
    20. Arabi, Mahsa & Yaghoubi, Saeed & Tajik, Javad, 2019. "A mathematical model for microalgae-based biobutanol supply chain network design under harvesting and drying uncertainties," Energy, Elsevier, vol. 179(C), pages 1004-1016.
    21. repec:ces:ifodic:v:16:y:2018:i:2:p:50000000002756 is not listed on IDEAS
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    5. Shahbazbegian, Vahid & Hosseini-Motlagh, Seyyed-Mahdi & Haeri, Abdorrahman, 2020. "Integrated forward/reverse logistics thin-film photovoltaic power plant supply chain network design with uncertain data," Applied Energy, Elsevier, vol. 277(C).
    6. Olli-Jussi Korpinen & Mika Aalto & Raghu KC & Timo Tokola & Tapio Ranta, 2023. "Utilisation of Spatial Data in Energy Biomass Supply Chain Research—A Review," Energies, MDPI, vol. 16(2), pages 1-23, January.
    7. Senocak, Ahmet Alp & Guner Goren, Hacer, 2023. "Three-phase artificial intelligence-geographic information systems-based biomass network design approach: A case study in Denizli," Applied Energy, Elsevier, vol. 343(C).
    8. Yunusoglu, Pinar & Ozsoydan, Fehmi Burcin & Bilgen, Bilge, 2024. "A machine learning-based two-stage approach for the location of undesirable facilities in the biomass-to-bioenergy supply chain," Applied Energy, Elsevier, vol. 362(C).
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