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Impact of feedstock diversification on the cost-effectiveness of biodiesel

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  • Gülşen, Ece
  • Olivetti, Elsa
  • Freire, Fausto
  • Dias, Luis
  • Kirchain, Randolph

Abstract

While biodiesel production and consumption for use in transportation has risen considerably over the last decade, its competitiveness in the marketplace is largely due to regulatory and fiscal support from governmental bodies, exceeding $25 billion in 2010 in the EU and US alone. The price of feedstocks represent 80–85% of the total biodiesel cost, and with over 350 different oil feedstocks available for blending, there is potential to optimize feedstock blends to reduce costs. This paper presents a chance-constrained optimization model that considers the technical constraints of conventional, first generation feedstocks, pricing trends, as well as the uncertainty and variation latent within these numbers. Further, the frequency with which a feedstock blend portfolio should be re-evaluated is considered through a case study. The model is then applied to a second case study for actual fuel constraint scenarios used in the EU and US. The results demonstrate the potential for substantial cost savings through targeted feedstock diversification, minimizing risks to producers from price fluctuations while still meeting technical fuel standards.

Suggested Citation

  • Gülşen, Ece & Olivetti, Elsa & Freire, Fausto & Dias, Luis & Kirchain, Randolph, 2014. "Impact of feedstock diversification on the cost-effectiveness of biodiesel," Applied Energy, Elsevier, vol. 126(C), pages 281-296.
  • Handle: RePEc:eee:appene:v:126:y:2014:i:c:p:281-296
    DOI: 10.1016/j.apenergy.2014.03.063
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    1. Lin, Jiefeng & Gaustad, Gabrielle & Trabold, Thomas A., 2013. "Profit and policy implications of producing biodiesel–ethanol–diesel fuel blends to specification," Applied Energy, Elsevier, vol. 104(C), pages 936-944.
    2. Basha, Syed Ameer & Gopal, K. Raja & Jebaraj, S., 2009. "A review on biodiesel production, combustion, emissions and performance," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(6-7), pages 1628-1634, August.
    3. Dimitris Bertsimas & Melvyn Sim, 2004. "The Price of Robustness," Operations Research, INFORMS, vol. 52(1), pages 35-53, February.
    4. Stephen A. Rhoades, 1993. "The Herfindahl-Hirschman index," Federal Reserve Bulletin, Board of Governors of the Federal Reserve System (U.S.), issue Mar, pages 188-189.
    5. Shih, Jhih-Shyang & Frey, H. Christopher, 1995. "Coal blending optimization under uncertainty," European Journal of Operational Research, Elsevier, vol. 83(3), pages 452-465, June.
    6. Azadi, Pooya & Brownbridge, George & Mosbach, Sebastian & Smallbone, Andrew & Bhave, Amit & Inderwildi, Oliver & Kraft, Markus, 2014. "The carbon footprint and non-renewable energy demand of algae-derived biodiesel," Applied Energy, Elsevier, vol. 113(C), pages 1632-1644.
    7. Rong, Aiying & Lahdelma, Risto, 2008. "Fuzzy chance constrained linear programming model for optimizing the scrap charge in steel production," European Journal of Operational Research, Elsevier, vol. 186(3), pages 953-964, May.
    8. Jain, Siddharth & Sharma, M.P., 2010. "Stability of biodiesel and its blends: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(2), pages 667-678, February.
    9. Talebian-Kiakalaieh, Amin & Amin, Nor Aishah Saidina & Mazaheri, Hossein, 2013. "A review on novel processes of biodiesel production from waste cooking oil," Applied Energy, Elsevier, vol. 104(C), pages 683-710.
    10. Balat, Mustafa & Balat, Havva, 2010. "Progress in biodiesel processing," Applied Energy, Elsevier, vol. 87(6), pages 1815-1835, June.
    11. C. van de Panne & W. Popp, 1963. "Minimum-Cost Cattle Feed Under Probabilistic Protein Constraints," Management Science, INFORMS, vol. 9(3), pages 405-430, April.
    12. Yan, Yunjun & Li, Xiang & Wang, Guilong & Gui, Xiaohua & Li, Guanlin & Su, Feng & Wang, Xiaofeng & Liu, Tao, 2014. "Biotechnological preparation of biodiesel and its high-valued derivatives: A review," Applied Energy, Elsevier, vol. 113(C), pages 1614-1631.
    13. Leung, Dennis Y.C. & Wu, Xuan & Leung, M.K.H., 2010. "A review on biodiesel production using catalyzed transesterification," Applied Energy, Elsevier, vol. 87(4), pages 1083-1095, April.
    14. R. F. Hutton & J. R. Allison, 1957. "A Linear Programming Model for Development of Feed Formulas under Mill-Operating Conditions," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 39(1), pages 94-111.
    15. Harry Markowitz, 1952. "Portfolio Selection," Journal of Finance, American Finance Association, vol. 7(1), pages 77-91, March.
    16. Tan, Raymond R. & Aviso, Kathleen B. & Barilea, Ivan U. & Culaba, Alvin B. & Cruz, Jose B., 2012. "A fuzzy multi-regional input–output optimization model for biomass production and trade under resource and footprint constraints," Applied Energy, Elsevier, vol. 90(1), pages 154-160.
    17. Wang, Rui & Song, Baoan & Zhou, Wanwei & Zhang, Yuping & Hu, Deyu & Bhadury, Pinaki S. & Yang, Song, 2011. "A facile and feasible method to evaluate and control the quality of Jatropha curcus L. seed oil for biodiesel feedstock: Gas chromatographic fingerprint," Applied Energy, Elsevier, vol. 88(6), pages 2064-2070, June.
    18. A. Charnes & W. W. Cooper, 1959. "Chance-Constrained Programming," Management Science, INFORMS, vol. 6(1), pages 73-79, October.
    19. Demirbas, Ayhan, 2009. "Political, economic and environmental impacts of biofuels: A review," Applied Energy, Elsevier, vol. 86(Supplemen), pages 108-117, November.
    20. Chen, Sheng-Tung & Kuo, Hsiao-I & Chen, Chi-Chung, 2010. "Modeling the relationship between the oil price and global food prices," Applied Energy, Elsevier, vol. 87(8), pages 2517-2525, August.
    21. Malça, João & Freire, Fausto, 2011. "Life-cycle studies of biodiesel in Europe: A review addressing the variability of results and modeling issues," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(1), pages 338-351, January.
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    Cited by:

    1. Caldeira, Carla & Swei, Omar & Freire, Fausto & Dias, Luis C. & Olivetti, Elsa A. & Kirchain, Randolph, 2019. "Planning strategies to address operational and price uncertainty in biodiesel production," Applied Energy, Elsevier, vol. 238(C), pages 1573-1581.
    2. Pires de Oliveira, Ivan & Caires, Anderson Rodrigues Lima, 2019. "Molecular arrangement in diesel/biodiesel blends: A Molecular Dynamics simulation analysis," Renewable Energy, Elsevier, vol. 140(C), pages 203-211.
    3. Inam Ullah Khan & Zhenhua Yan & Jun Chen, 2019. "Optimization, Transesterification and Analytical Study of Rhus typhina Non-Edible Seed Oil as Biodiesel Production," Energies, MDPI, vol. 12(22), pages 1-21, November.
    4. Bukkarapu, Kiran Raj & Krishnasamy, Anand, 2022. "A critical review on available models to predict engine fuel properties of biodiesel," Renewable and Sustainable Energy Reviews, Elsevier, vol. 155(C).
    5. Cao, Leichang & Zhang, Shicheng, 2015. "Production and characterization of biodiesel derived from Hodgsonia macrocarpa seed oil," Applied Energy, Elsevier, vol. 146(C), pages 135-140.

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