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An integrated optimization model for switchgrass-based bioethanol supply chain

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  • Zhang, Jun
  • Osmani, Atif
  • Awudu, Iddrisu
  • Gonela, Vinay

Abstract

Bioethanol produced from lignocellulosic feedstock show enormous potential as an economically and environmentally sustainable renewable energy source. Switchgrass (panicum virgatum) is considered as one of the best second generation feedstock for bioethanol production. In order to commercialize the production of switchgrass-based bioethanol, it is essential to design an efficient switchgrass-based bioethanol supply chain (SBSC) and effectively manage the logistics operation. This paper proposes an integrated mathematical model to determine the optimal comprehensive supply chain/logistics decisions to minimize the total SBSC cost by considering existing constraints. A case study based on North Dakota state (ND) in the United States illustrates the application of the proposed model. The results demonstrate that by using only 61% of the available marginal land for production of switchgrass feedstock, 100% of the annual gasoline energy equivalent requirement of ND can be economically and sustainably met from the produced bioethanol. Sensitivity analysis is conducted to provide insights for efficiently managing the entire SBSC and minimizing the total cost.

Suggested Citation

  • Zhang, Jun & Osmani, Atif & Awudu, Iddrisu & Gonela, Vinay, 2013. "An integrated optimization model for switchgrass-based bioethanol supply chain," Applied Energy, Elsevier, vol. 102(C), pages 1205-1217.
  • Handle: RePEc:eee:appene:v:102:y:2013:i:c:p:1205-1217
    DOI: 10.1016/j.apenergy.2012.06.054
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    References listed on IDEAS

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    1. Murphy, J.D. & McCarthy, K., 2005. "Ethanol production from energy crops and wastes for use as a transport fuel in Ireland," Applied Energy, Elsevier, vol. 82(2), pages 148-166, October.
    2. Brechbill, Sarah C. & Tyner, Wallace E. & Ileleji, Klein E., 2008. "The economics of biomass collection and transportation and its supply to Indiana cellulosic and electric utility facilities," Risk, Infrastructure and Industry Evolution Conference, June 24-25, 2008, Berkeley, California 48732, Farm Foundation.
    3. Sultana, Arifa & Kumar, Amit, 2012. "Optimal siting and size of bioenergy facilities using geographic information system," Applied Energy, Elsevier, vol. 94(C), pages 192-201.
    4. Sarah C. Brechbill & Wallace E. Tyner, 2008. "The Economics Of Biomass Collection,Transportation, And Supply To Indiana Cellulosic And Electric Utility Facilities," Working Papers 08-03, Purdue University, College of Agriculture, Department of Agricultural Economics.
    5. James A. Larson & Tun‐Hsiang Yu & Burton C. English & Daniel F. Mooney & Chenguang Wang, 2010. "Cost evaluation of alternative switchgrass producing, harvesting, storing, and transporting systems and their logistics in the Southeastern USA," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 70(2), pages 184-200, August.
    6. Carriquiry, Miguel A. & Du, Xiaodong & Timilsina, Govinda R., 2011. "Second generation biofuels: Economics and policies," Energy Policy, Elsevier, vol. 39(7), pages 4222-4234, July.
    7. Mobini, Mahdi & Sowlati, Taraneh & Sokhansanj, Shahab, 2011. "Forest biomass supply logistics for a power plant using the discrete-event simulation approach," Applied Energy, Elsevier, vol. 88(4), pages 1241-1250, April.
    8. Leduc, S. & Lundgren, J. & Franklin, O. & Dotzauer, E., 2010. "Location of a biomass based methanol production plant: A dynamic problem in northern Sweden," Applied Energy, Elsevier, vol. 87(1), pages 68-75, January.
    Full references (including those not matched with items on IDEAS)

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