IDEAS home Printed from https://ideas.repec.org/a/eee/rensus/v171y2023ics1364032122009133.html
   My bibliography  Save this article

Supply chain optimization of sustainable aviation fuel from carinata in the Southeastern United States

Author

Listed:
  • Masum, Farhad Hossain
  • Coppola, Ed
  • Field, John L.
  • Geller, Daniel
  • George, Sheeja
  • Miller, Jonathan L.
  • Mulvaney, Michael J.
  • Nana, Sanjay
  • Seepaul, Ramdeo
  • Small, Ian M.
  • Wright, David
  • Dwivedi, Puneet

Abstract

Carinata is a purpose-grown oilseed feedstock for renewable fuels, including sustainable aviation fuel (SAF) that can replace conventional aviation fuel (CAF). Given carinata is a new crop in the Southeastern United States, it is crucial to analyze its sustainability from a supply chain perspective. This study developed a mixed-integer linear programming (MILP) model and simulated it for 20 years, starting from a farm (county-level data) and ending at the airport. About 2.06 million ha in Alabama, Florida, and Georgia combined were found suitable for carinata production. Given the three-year rotation period, about 0.69 million hectares can be cultivated annually, approximately 65% of which was in Georgia. About 2.4% of the combined SAF annual demand of four major airports (about 210 thousand t) in the study area is satisfied at that level of carinata cultivation. However, all available SAF was supplied to the Atlanta airport as this decision minimizes the supply chain cost. A total of 1343 storage units, one oil extraction mill, and one biorefinery were needed to meet the overall demand. We found that SW Georgia is the top supplier of carinata seeds. The unit cost of production and carbon intensity were estimated to be $0.89 L-1 (or $26.79 GJ−1) and 0.91 kg CO2e L−1 (or 27.28 kg CO2e GJ−1), respectively. This carbon intensity of carinata-based SAF was 67.8% lower than that of CAF. With variations included in SAF demand, yield, and soil carbon sequestration, carbon savings remained between 66.5% and 67.8%. Given the GHG advantage of SAF over CAF, there is justification for subsidies required to make SAF competitive.

Suggested Citation

  • Masum, Farhad Hossain & Coppola, Ed & Field, John L. & Geller, Daniel & George, Sheeja & Miller, Jonathan L. & Mulvaney, Michael J. & Nana, Sanjay & Seepaul, Ramdeo & Small, Ian M. & Wright, David & D, 2023. "Supply chain optimization of sustainable aviation fuel from carinata in the Southeastern United States," Renewable and Sustainable Energy Reviews, Elsevier, vol. 171(C).
    • Handle: RePEc:eee:rensus:v:171:y:2023:i:c:s1364032122009133
    DOI: 10.1016/j.rser.2022.113032
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1364032122009133
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.rser.2022.113032?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. 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. Winchester, Niven & Malina, Robert & Staples, Mark D. & Barrett, Steven R.H., 2015. "The impact of advanced biofuels on aviation emissions and operations in the U.S," Energy Economics, Elsevier, vol. 49(C), pages 482-491.
    3. Fortier, Marie-Odile P. & Roberts, Griffin W. & Stagg-Williams, Susan M. & Sturm, Belinda S.M., 2014. "Life cycle assessment of bio-jet fuel from hydrothermal liquefaction of microalgae," Applied Energy, Elsevier, vol. 122(C), pages 73-82.
    4. Devin Moeller & Heidi L. Sieverding & James J. Stone, 2017. "Comparative Farm-Gate Life Cycle Assessment of Oilseed Feedstocks in the Northern Great Plains," Biophysical Economics and Resource Quality, Springer, vol. 2(4), pages 1-16, December.
    5. Chu, Pei Lin & Vanderghem, Caroline & MacLean, Heather L. & Saville, Bradley A., 2017. "Financial analysis and risk assessment of hydroprocessed renewable jet fuel production from camelina, carinata and used cooking oil," Applied Energy, Elsevier, vol. 198(C), pages 401-409.
    6. Wang, Wei-Cheng, 2019. "Techno-economic analysis for evaluating the potential feedstocks for producing hydro-processed renewable jet fuel in Taiwan," Energy, Elsevier, vol. 179(C), pages 771-783.
    7. Corinne Le Quéré & Robert B. Jackson & Matthew W. Jones & Adam J. P. Smith & Sam Abernethy & Robbie M. Andrew & Anthony J. De-Gol & David R. Willis & Yuli Shan & Josep G. Canadell & Pierre Friedlingst, 2020. "Temporary reduction in daily global CO2 emissions during the COVID-19 forced confinement," Nature Climate Change, Nature, vol. 10(7), pages 647-653, July.
    8. Andreas W. Schäfer & Antony D. Evans & Tom G. Reynolds & Lynnette Dray, 2016. "Costs of mitigating CO2 emissions from passenger aircraft," Nature Climate Change, Nature, vol. 6(4), pages 412-417, April.
    9. Cansino, José M. & Román, Rocío, 2017. "Energy efficiency improvements in air traffic: The case of Airbus A320 in Spain," Energy Policy, Elsevier, vol. 101(C), pages 109-122.
    10. Eswaran, Sudha & Subramaniam, Senthil & Geleynse, Scott & Brandt, Kristin & Wolcott, Michael & Zhang, Xiao, 2021. "Techno-economic analysis of catalytic hydrothermolysis pathway for jet fuel production," Renewable and Sustainable Energy Reviews, Elsevier, vol. 151(C).
    11. Rentizelas, Athanasios A. & Tolis, Athanasios J. & Tatsiopoulos, Ilias P., 2009. "Logistics issues of biomass: The storage problem and the multi-biomass supply chain," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(4), pages 887-894, May.
    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. Sajad Ebrahimi & Joseph Szmerekovsky & Bahareh Golkar & Seyed Ali Haji Esmaeili, 2023. "Designing a Renewable Jet Fuel Supply Chain: Leveraging Incentive Policies to Drive Commercialization and Sustainability," Mathematics, MDPI, vol. 11(24), pages 1-20, December.
    2. Omoyemeh J. Ile & Hanna McCormick & Sheila Skrabacz & Shamik Bhattacharya & Maricar Aguilos & Henrique D. R. Carvalho & Joshua Idassi & Justin Baker & Joshua L. Heitman & John S. King, 2022. "Integrating Short Rotation Woody Crops into Conventional Agricultural Practices in the Southeastern United States: A Review," Land, MDPI, vol. 12(1), pages 1-26, December.
    3. Seyed Hashem Mousavi-Avval & Sami Khanal & Ajay Shah, 2023. "Assessment of Potential Pennycress Availability and Suitable Sites for Sustainable Aviation Fuel Refineries in Ohio," Sustainability, MDPI, vol. 15(13), pages 1-14, July.

    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. Espinoza Pérez, Andrea Teresa & Camargo, Mauricio & Narváez Rincón, Paulo César & Alfaro Marchant, Miguel, 2017. "Key challenges and requirements for sustainable and industrialized biorefinery supply chain design and management: A bibliographic analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 350-359.
    2. Babazadeh, Reza & Razmi, Jafar & Pishvaee, Mir Saman & Rabbani, Masoud, 2017. "A sustainable second-generation biodiesel supply chain network design problem under risk," Omega, Elsevier, vol. 66(PB), pages 258-277.
    3. Morenike Ajike Peters & Carine Tondo Alves & Jude Azubuike Onwudili, 2023. "A Review of Current and Emerging Production Technologies for Biomass-Derived Sustainable Aviation Fuels," Energies, MDPI, vol. 16(16), pages 1-40, August.
    4. Zhang, Fengli & Johnson, Dana M. & Wang, Jinjiang, 2016. "Integrating multimodal transport into forest-delivered biofuel supply chain design," Renewable Energy, Elsevier, vol. 93(C), pages 58-67.
    5. Malladi, Krishna Teja & Sowlati, Taraneh, 2018. "Biomass logistics: A review of important features, optimization modeling and the new trends," Renewable and Sustainable Energy Reviews, Elsevier, vol. 94(C), pages 587-599.
    6. Scott, James A. & Ho, William & Dey, Prasanta K., 2012. "A review of multi-criteria decision-making methods for bioenergy systems," Energy, Elsevier, vol. 42(1), pages 146-156.
    7. De Meyer, Annelies & Cattrysse, Dirk & Rasinmäki, Jussi & Van Orshoven, Jos, 2014. "Methods to optimise the design and management of biomass-for-bioenergy supply chains: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 31(C), pages 657-670.
    8. Ahmad, Salman & Ouenniche, Jamal & Kolosz, Ben W. & Greening, Philip & Andresen, John M. & Maroto-Valer, M. Mercedes & Xu, Bing, 2021. "A stakeholders’ participatory approach to multi-criteria assessment of sustainable aviation fuels production pathways," International Journal of Production Economics, Elsevier, vol. 238(C).
    9. Hong, Jae-Dong & Mwakalonge, Judith L., 2020. "Biofuel logistics network scheme design with combined data envelopment analysis approach," Energy, Elsevier, vol. 209(C).
    10. De Meyer, Annelies & Cattrysse, Dirk & Van Orshoven, Jos, 2016. "Considering biomass growth and regeneration in the optimisation of biomass supply chains," Renewable Energy, Elsevier, vol. 87(P2), pages 990-1002.
    11. Alherbawi, Mohammad & McKay, Gordon & Mackey, Hamish R. & Al-Ansari, Tareq, 2021. "Jatropha curcas for jet biofuel production: Current status and future prospects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
    12. Zhixue Liu & Shukun Wang & Yanfeng Ouyang, 2017. "Reliable Biomass Supply Chain Design under Feedstock Seasonality and Probabilistic Facility Disruptions," Energies, MDPI, vol. 10(11), pages 1-18, November.
    13. Ivanov, Boyan & Stoyanov, Stoyan, 2016. "A mathematical model formulation for the design of an integrated biodiesel-petroleum diesel blends system," Energy, Elsevier, vol. 99(C), pages 221-236.
    14. Sharma, B. & Ingalls, R.G. & Jones, C.L. & Khanchi, A., 2013. "Biomass supply chain design and analysis: Basis, overview, modeling, challenges, and future," Renewable and Sustainable Energy Reviews, Elsevier, vol. 24(C), pages 608-627.
    15. Akhtari, Shaghaygh & Sowlati, Taraneh & Griess, Verena C., 2018. "Integrated strategic and tactical optimization of forest-based biomass supply chains to consider medium-term supply and demand variations," Applied Energy, Elsevier, vol. 213(C), pages 626-638.
    16. Wang, Yuxi & Wang, Jingxin & Schuler, Jamie & Hartley, Damon & Volk, Timothy & Eisenbies, Mark, 2020. "Optimization of harvest and logistics for multiple lignocellulosic biomass feedstocks in the northeastern United States," Energy, Elsevier, vol. 197(C).
    17. Yilmaz, Nadir & Atmanli, Alpaslan, 2017. "Sustainable alternative fuels in aviation," Energy, Elsevier, vol. 140(P2), pages 1378-1386.
    18. Karsten Kieckhäfer & Gunnar Quante & Christoph Müller & Thomas Stefan Spengler & Matthias Lossau & Wolfgang Jonas, 2018. "Simulation-Based Analysis of the Potential of Alternative Fuels towards Reducing CO 2 Emissions from Aviation," Energies, MDPI, vol. 11(1), pages 1-17, January.
    19. de Chalendar, Jacques A. & Benson, Sally M., 2021. "A physics-informed data reconciliation framework for real-time electricity and emissions tracking," Applied Energy, Elsevier, vol. 304(C).
    20. Charfeddine, Lanouar & Umlai, Mohamed, 2023. "ICT sector, digitization and environmental sustainability: A systematic review of the literature from 2000 to 2022," Renewable and Sustainable Energy Reviews, Elsevier, vol. 184(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:rensus:v:171:y:2023:i:c:s1364032122009133. 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/600126/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.