IDEAS home Printed from https://ideas.repec.org/a/eee/appene/v102y2013icp1205-1217.html
   My bibliography  Save this article

An integrated optimization model for switchgrass-based bioethanol supply chain

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0306261912004990
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.apenergy.2012.06.054?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. 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. 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.
    5. 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.
    6. 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.
    7. 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.
    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)

    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. Mafakheri, Fereshteh & Nasiri, Fuzhan, 2014. "Modeling of biomass-to-energy supply chain operations: Applications, challenges and research directions," Energy Policy, Elsevier, vol. 67(C), pages 116-126.
    2. Basile, Flavia & Pilotti, Lorenzo & Ugolini, Marco & Lozza, Giovanni & Manzolini, Giampaolo, 2022. "Supply chain optimization and GHG emissions in biofuel production from forestry residues in Sweden," Renewable Energy, Elsevier, vol. 196(C), pages 405-421.
    3. Maung, Thein A. & Gustafson, Cole R. & Saxowsky, David M. & Nowatzki, John & Miljkovic, Tatjana & Ripplinger, David, 2013. "The logistics of supplying single vs. multi-crop cellulosic feedstocks to a biorefinery in southeast North Dakota," Applied Energy, Elsevier, vol. 109(C), pages 229-238.
    4. English, Alicia & Tyner, Wallace E. & Sesmero, Juan P. & Owens, Phillip & Muth, David, 2012. "Environmental Impacts of Stover Removal in the Corn Belt," 2012 Annual Meeting, August 12-14, 2012, Seattle, Washington 124873, Agricultural and Applied Economics Association.
    5. Rosburg, Alicia & Miranowski, John & Jacobs, Keri, 2016. "Modeling biomass procurement tradeoffs within a cellulosic biofuel cost model," Energy Economics, Elsevier, vol. 58(C), pages 77-83.
    6. Osmani, Atif & Zhang, Jun, 2014. "Economic and environmental optimization of a large scale sustainable dual feedstock lignocellulosic-based bioethanol supply chain in a stochastic environment," Applied Energy, Elsevier, vol. 114(C), pages 572-587.
    7. Krishnan, Venkat & McCalley, James D., 2016. "The role of bio-renewables in national energy and transportation systems portfolio planning for low carbon economy," Renewable Energy, Elsevier, vol. 91(C), pages 207-223.
    8. Shu, Kesheng & Schneider, Uwe A. & Scheffran, Jürgen, 2017. "Optimizing the bioenergy industry infrastructure: Transportation networks and bioenergy plant locations," Applied Energy, Elsevier, vol. 192(C), pages 247-261.
    9. Epplin, Francis M. & Haque, Mohua, 2011. "Policies to Facilitate Conversion of Millions of Acres to the Production of Biofuel Feedstock," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 43(3), pages 1-14, August.
    10. Wang, Chenguang & Larson, James A. & English, Burton C. & Jensen, Kimberly L., 2009. "Cost Analysis of Alternative Harvest, Storage and Transportation Methods for Delivering Switchgrass to a Biorefinery from the Farmers’ perspective," 2009 Annual Meeting, January 31-February 3, 2009, Atlanta, Georgia 47169, Southern Agricultural Economics Association.
    11. Rahdar, Mohammad & Wang, Lizhi & Hu, Guiping, 2014. "Potential competition for biomass between biopower and biofuel under RPS and RFS2," Applied Energy, Elsevier, vol. 119(C), pages 10-20.
    12. Seyed Ali Haji Esmaeili & Ahmad Sobhani & Sajad Ebrahimi & Joseph Szmerekovsky & Alan Dybing & Amin Keramati, 2023. "Location Allocation of Biorefineries for a Switchgrass-Based Bioethanol Supply Chain Using Energy Consumption and Emissions," Logistics, MDPI, vol. 7(1), pages 1-22, January.
    13. Alexander, Corinne & Ivanic, Rasto & Rosch, Stephanie & Tyner, Wallace & Wu, Steven Y. & Yoder, Joshua R., 2012. "Contract theory and implications for perennial energy crop contracting," Energy Economics, Elsevier, vol. 34(4), pages 970-979.
    14. Rosburg, Alicia Sue, 2012. "Essays concerning the cellulosic biofuel industry," ISU General Staff Papers 201201010800003732, Iowa State University, Department of Economics.
    15. Rosburg, Alicia & Miranowski, John & Jacobs, Keri, 2013. "Cellulosic biofuel potential under land constraints: locations, plant sizes and feedstock supply costs," ISU General Staff Papers 201308130700001049, Iowa State University, Department of Economics.
    16. Osmani, Atif & Zhang, Jun, 2013. "Stochastic optimization of a multi-feedstock lignocellulosic-based bioethanol supply chain under multiple uncertainties," Energy, Elsevier, vol. 59(C), pages 157-172.
    17. Pravin Kumar & Rajesh Kumar Singh, 2021. "Selection of sustainable solutions for crop residue burning: an environmental issue in northwestern states of India," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(3), pages 3696-3730, March.
    18. Luis Armando Becerra-Pérez & Luis Rincón & John A. Posada-Duque, 2022. "Logistics and Costs of Agricultural Residues for Cellulosic Ethanol Production," Energies, MDPI, vol. 15(12), pages 1-18, June.
    19. Shabani, Nazanin & Sowlati, Taraneh, 2013. "A mixed integer non-linear programming model for tactical value chain optimization of a wood biomass power plant," Applied Energy, Elsevier, vol. 104(C), pages 353-361.
    20. Lozano-García, Diego Fabián & Santibañez-Aguilar, José Ezequiel & Lozano, Francisco J. & Flores-Tlacuahuac, Antonio, 2020. "GIS-based modeling of residual biomass availability for energy and production in Mexico," Renewable and Sustainable Energy Reviews, Elsevier, vol. 120(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:appene:v:102:y:2013:i:c:p:1205-1217. 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.elsevier.com/wps/find/journaldescription.cws_home/405891/description#description .

    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.