IDEAS home Printed from https://ideas.repec.org/a/eee/proeco/v150y2014icp1-8.html
   My bibliography  Save this article

Biorenewable fuels at the intersection of product and process flexibility: A novel modeling approach and application

Author

Listed:
  • Correll, David
  • Suzuki, Yoshinori
  • Martens, Bobby

Abstract

In recent years, governments, industry and academia have all invested increasing amounts of time, effort and resources into the production of biorenewable fuels. This interest owes, among other reasons, to our planet's growing demand for energy, depletion of fossil fuel resources and the negative effect of drilling for and burning fossil fuels on the health of our eco-systems and atmospheric chemistry. However, research suggests that biorenewable fuels have the potential to cause environmental and social calamities of their own—especially when produced in the same ways and at the expense of conventional food production. This paper proposes novel supply chains and land use plans for advanced biorenewable fuels which are measured for cost and environmental impact. A two-stage Stackelberg leader-follower mathematical optimization model is proposed. The model uses a series of integrated and sequenced linear programs to optimize the benefits of leveraging biodiversity for the production of advanced biorenewable fuels. Numerical experiments with our model show statistically significant cost, land use and environmental improvements on the order of 10% to 25%. Because the model captures two types of flexibilities (product and process) interfacing across firms, implications are drawn for production systems in other industries where distinct flexibilities meet and environmental impacts are critical.

Suggested Citation

  • Correll, David & Suzuki, Yoshinori & Martens, Bobby, 2014. "Biorenewable fuels at the intersection of product and process flexibility: A novel modeling approach and application," International Journal of Production Economics, Elsevier, vol. 150(C), pages 1-8.
  • Handle: RePEc:eee:proeco:v:150:y:2014:i:c:p:1-8
    DOI: 10.1016/j.ijpe.2013.11.024
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0925527313005410
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ijpe.2013.11.024?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. Francas, David & Löhndorf, Nils & Minner, Stefan, 2011. "Machine and labor flexibility in manufacturing networks," International Journal of Production Economics, Elsevier, vol. 131(1), pages 165-174, May.
    2. Crema, Alejandro, 1995. "Average shadow price in a mixed integer linear programming problem," European Journal of Operational Research, Elsevier, vol. 85(3), pages 625-635, September.
    3. Jiri Chod & Nils Rudi, 2005. "Resource Flexibility with Responsive Pricing," Operations Research, INFORMS, vol. 53(3), pages 532-548, June.
    4. Charles Hall & Pradeep Tharakan & John Hallock & Cutler Cleveland & Michael Jefferson, 2003. "Hydrocarbons and the evolution of human culture," Nature, Nature, vol. 426(6964), pages 318-322, November.
    5. Tseng, Mei-Chiun, 2004. "Strategic choice of flexible manufacturing technologies," International Journal of Production Economics, Elsevier, vol. 91(3), pages 223-227, October.
    6. Searchinger, Timothy & Heimlich, Ralph & Houghton, R. A. & Dong, Fengxia & Elobeid, Amani & Fabiosa, Jacinto F. & Tokgoz, Simla & Hayes, Dermot J. & Yu, Hun-Hsiang, 2008. "Use of U.S. Croplands for Biofuels Increases Greenhouse Gases Through Emissions from Land-Use Change," Staff General Research Papers Archive 12881, Iowa State University, Department of Economics.
    7. Liao, Chao-ning & Önal, Hayri & Chen, Ming-Hsiang, 2009. "Average shadow price and equilibrium price: A case study of tradable pollution permit markets," European Journal of Operational Research, Elsevier, vol. 196(3), pages 1207-1213, August.
    8. Kumar, Ram L., 1995. "An options view of investments in expansion-flexible manufacturing systems," International Journal of Production Economics, Elsevier, vol. 38(2-3), pages 281-291, March.
    9. Stephen C. Graves & Brian T. Tomlin, 2003. "Process Flexibility in Supply Chains," Management Science, INFORMS, vol. 49(7), pages 907-919, July.
    10. Gertosio, C. & Mebarki, N. & Dussauchoy, A., 2000. "Modeling and simulation of the control framework on a flexible manufacturing system," International Journal of Production Economics, Elsevier, vol. 64(1-3), pages 285-293, March.
    11. Mukherjee, Saral & Chatterjee, A.K., 2006. "The average shadow price for MILPs with integral resource availability and its relationship to the marginal unit shadow price," European Journal of Operational Research, Elsevier, vol. 169(1), pages 53-64, February.
    12. Detlefsen, Nina K. & Jensen, Allan Leck, 2007. "Modelling optimal crop sequences using network flows," Agricultural Systems, Elsevier, vol. 94(2), pages 566-572, May.
    13. Beach, R. & Muhlemann, A. P. & Price, D. H. R. & Paterson, A. & Sharp, J. A., 2000. "A review of manufacturing flexibility," European Journal of Operational Research, Elsevier, vol. 122(1), pages 41-57, April.
    14. Karsak, E. Ertugrul & Kuzgunkaya, Onur, 2002. "A fuzzy multiple objective programming approach for the selection of a flexible manufacturing system," International Journal of Production Economics, Elsevier, vol. 79(2), pages 101-111, September.
    15. Charles H. Fine & Robert M. Freund, 1990. "Optimal Investment in Product-Flexible Manufacturing Capacity," Management Science, INFORMS, vol. 36(4), pages 449-466, April.
    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. Marta Pérez-Pérez & Canan Kocabasoglu-Hillmer & Ana María Serrano-Bedia & María Concepción López-Fernández, 2019. "Manufacturing and Supply Chain Flexibility: Building an Integrative Conceptual Model Through Systematic Literature Review and Bibliometric Analysis," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 20(1), pages 1-23, December.
    2. Wolff, Michael & Becker, Tristan & Walther, Grit, 2023. "Long-term design and analysis of renewable fuel supply chains – An integrated approach considering seasonal resource availability," European Journal of Operational Research, Elsevier, vol. 304(2), pages 745-762.

    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. Dipankar Bose & A. K. Chatterjee & Samir Barman, 2016. "Towards dominant flexibility configurations in strategic capacity planning under demand uncertainty," OPSEARCH, Springer;Operational Research Society of India, vol. 53(3), pages 604-619, September.
    2. Achal Bassamboo & Ramandeep S. Randhawa & Jan A. Van Mieghem, 2010. "Optimal Flexibility Configurations in Newsvendor Networks: Going Beyond Chaining and Pairing," Management Science, INFORMS, vol. 56(8), pages 1285-1303, August.
    3. Ebru K. Bish & Ana Muriel & Stephan Biller, 2005. "Managing Flexible Capacity in a Make-to-Order Environment," Management Science, INFORMS, vol. 51(2), pages 167-180, February.
    4. Boonman, H.J. & Hagspiel, V. & Kort, P.M., 2015. "Dedicated vs product flexible production technology: Strategic capacity investment choice," European Journal of Operational Research, Elsevier, vol. 244(1), pages 141-152.
    5. Manu Goyal & Serguei Netessine, 2007. "Strategic Technology Choice and Capacity Investment Under Demand Uncertainty," Management Science, INFORMS, vol. 53(2), pages 192-207, February.
    6. Brian Tomlin & Yimin Wang, 2008. "Pricing and Operational Recourse in Coproduction Systems," Management Science, INFORMS, vol. 54(3), pages 522-537, March.
    7. Manu Goyal & Serguei Netessine, 2011. "Volume Flexibility, Product Flexibility, or Both: The Role of Demand Correlation and Product Substitution," Manufacturing & Service Operations Management, INFORMS, vol. 13(2), pages 180-193, March.
    8. Yanmin Jiang & Rui-Na Fan, 2022. "Capacity Investment and Process Efficiency at Flexible Firms," Mathematics, MDPI, vol. 10(10), pages 1-17, May.
    9. Chou, Mabel C. & Chua, Geoffrey A. & Teo, Chung-Piaw, 2010. "On range and response: Dimensions of process flexibility," European Journal of Operational Research, Elsevier, vol. 207(2), pages 711-724, December.
    10. Brian Tomlin & Yimin Wang, 2005. "On the Value of Mix Flexibility and Dual Sourcing in Unreliable Newsvendor Networks," Manufacturing & Service Operations Management, INFORMS, vol. 7(1), pages 37-57, June.
    11. Liao, Chao-ning & Önal, Hayri & Chen, Ming-Hsiang, 2009. "Average shadow price and equilibrium price: A case study of tradable pollution permit markets," European Journal of Operational Research, Elsevier, vol. 196(3), pages 1207-1213, August.
    12. Ana Muriel & Anand Somasundaram & Yongmei Zhang, 2006. "Impact of Partial Manufacturing Flexibility on Production Variability," Manufacturing & Service Operations Management, INFORMS, vol. 8(2), pages 192-205, April.
    13. Liu Yang & Chi To Ng & Yaodong Ni, 2017. "Flexible capacity strategy in an asymmetric oligopoly market with competition and demand uncertainty," Naval Research Logistics (NRL), John Wiley & Sons, vol. 64(2), pages 117-138, March.
    14. Francas, David & Kremer, Mirko & Minner, Stefan & Friese, Markus, 2009. "Strategic process flexibility under lifecycle demand," International Journal of Production Economics, Elsevier, vol. 121(2), pages 427-440, October.
    15. Hariharan, Sharethram & Liu, Tieming & Shen, Zuo-Jun Max, 2020. "Role of resource flexibility and responsive pricing in mitigating the uncertainties in production systems," European Journal of Operational Research, Elsevier, vol. 284(2), pages 498-513.
    16. Jan A. Van Mieghem, 2007. "Risk Mitigation in Newsvendor Networks: Resource Diversification, Flexibility, Sharing, and Hedging," Management Science, INFORMS, vol. 53(8), pages 1269-1288, August.
    17. Jakubovskis, Aldis, 2017. "Flexible production resources and capacity utilization rates: A robust optimization perspective," International Journal of Production Economics, Elsevier, vol. 189(C), pages 77-85.
    18. Brian Tomlin, 2006. "On the Value of Mitigation and Contingency Strategies for Managing Supply Chain Disruption Risks," Management Science, INFORMS, vol. 52(5), pages 639-657, May.
    19. Ebru K. Bish & Qiong Wang, 2004. "Optimal Investment Strategies for Flexible Resources, Considering Pricing and Correlated Demands," Operations Research, INFORMS, vol. 52(6), pages 954-964, December.
    20. Bish, Ebru K. & Hong, Seong J., 2006. "Coordinating the resource investment decision for a two-market, price-setting firm," International Journal of Production Economics, Elsevier, vol. 101(1), pages 63-88, May.

    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:proeco:v:150:y:2014:i:c:p:1-8. 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/locate/ijpe .

    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.