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Assessment of Potential Pennycress Availability and Suitable Sites for Sustainable Aviation Fuel Refineries in Ohio

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  • Seyed Hashem Mousavi-Avval

    (Department of Food, Agricultural and Biological Engineering, The Ohio State University, Columbus, OH 43210, USA
    Forest Products Laboratory, United States Forest Service, 1 Gifford Pinchot Drive, Madison, WI 53726, USA)

  • Sami Khanal

    (Department of Food, Agricultural and Biological Engineering, The Ohio State University, Columbus, OH 43210, USA)

  • Ajay Shah

    (Department of Food, Agricultural and Biological Engineering, The Ohio State University, Columbus, OH 43210, USA)

Abstract

Pennycress grain has a relatively high oil content (25–36%) and it is considered a desirable feedstock to produce sustainable aviation fuel (SAF). Pennycress crop can be integrated into the corn–soybean rotation as a winter cover crop in the midwestern U.S. to provide both ecosystem services and economic benefits for the farmers, while serving as a promising feedstock for SAF production. For pennycress-based SAF biorefineries to be established at the commercial scale, a sustainable design of the supply system is required to provide reliable information on feedstock availability and optimal facility locations. The objectives of this research were to assess the pennycress production potential in Ohio, and to identify the best locations to establish the SAF biorefineries. To estimate the pennycress production potential in Ohio, a geographic information system (GIS)-based model was developed using the spatially explicit six-year historical data on areas that were planted in the corn–soybean rotation for the period of 2013 through 2018, pennycress yield estimates from field-based experiments reported in the literature, and the soil productivity index for the region of study. Optimal SAF biorefinery locations were identified using a GIS-based location-allocation model. Annual land potentially available for pennycress production in Ohio was estimated to be ~0.6 million ha, which could produce ~1.1 million metric tons of pennycress grain as feedstock to produce ~210 million liters of SAF, depending on the pennycress yield level, oil content, and conversion efficiencies. In addition, the optimum locations for 12 biorefineries, each at an annual capacity of 18.9 million liters of SAF, were identified, and the average transportation distance was estimated to be 35 and 58 km for maximizing attendance and coverage conditions, respectively. The outcomes of this research would help minimize the risks associated with feedstock supply and cost variabilities for pennycress-based SAF production in the region.

Suggested Citation

  • 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.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:13:p:10589-:d:1187437
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    References listed on IDEAS

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    1. Mousavi-Avval, Seyed Hashem & Shah, Ajay, 2020. "Techno-economic analysis of pennycress production, harvest and post-harvest logistics for renewable jet fuel," Renewable and Sustainable Energy Reviews, Elsevier, vol. 123(C).
    2. 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).
    3. 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.
    4. Burli, Pralhad H. & Nguyen, Ruby T. & Hartley, Damon S. & Griffel, L. Michael & Vazhnik, Veronika & Lin, Yingqian, 2021. "Farmer characteristics and decision-making: A model for bioenergy crop adoption," Energy, Elsevier, vol. 234(C).
    5. 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.
    6. Gutiérrez-Antonio, C. & Gómez-Castro, F.I. & de Lira-Flores, J.A. & Hernández, S., 2017. "A review on the production processes of renewable jet fuel," Renewable and Sustainable Energy Reviews, Elsevier, vol. 79(C), pages 709-729.
    7. Klose, Andreas & Drexl, Andreas, 2005. "Facility location models for distribution system design," European Journal of Operational Research, Elsevier, vol. 162(1), pages 4-29, April.
    8. Mousavi-Avval, Seyed Hashem & Shah, Ajay, 2021. "Techno-economic analysis of hydroprocessed renewable jet fuel production from pennycress oilseed," Renewable and Sustainable Energy Reviews, Elsevier, vol. 149(C).
    9. Kandaramath Hari, Thushara & Yaakob, Zahira & Binitha, Narayanan N., 2015. "Aviation biofuel from renewable resources: Routes, opportunities and challenges," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 1234-1244.
    10. Höhn, J. & Lehtonen, E. & Rasi, S. & Rintala, J., 2014. "A Geographical Information System (GIS) based methodology for determination of potential biomasses and sites for biogas plants in southern Finland," Applied Energy, Elsevier, vol. 113(C), pages 1-10.
    11. Thompson, Ethan & Wang, Qingbin & Li, Minghao, 2013. "Anaerobic digester systems (ADS) for multiple dairy farms: A GIS analysis for optimal site selection," Energy Policy, Elsevier, vol. 61(C), pages 114-124.
    12. 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).
    13. Hu, Ming-Che & Huang, An-Lei & Wen, Tzai-Hung, 2013. "GIS-based biomass resource utilization for rice straw cofiring in the Taiwanese power market," Energy, Elsevier, vol. 55(C), pages 354-360.
    14. Tan, Sie Ting & Hashim, Haslenda & Abdul Rashid, Ahmad H. & Lim, Jeng Shiun & Ho, Wai Shin & Jaafar, Abu Bakar, 2018. "Economic and spatial planning for sustainable oil palm biomass resources to mitigate transboundary haze issue," Energy, Elsevier, vol. 146(C), pages 169-178.
    15. Franklin Egan, J. & Hafla, Aimee & Goslee, Sarah, 2015. "Tradeoffs between production and perennial vegetation in dairy farming systems vary among counties in the northeastern U.S," Agricultural Systems, Elsevier, vol. 139(C), pages 17-28.
    16. Liu, Guangrui & Yan, Beibei & Chen, Guanyi, 2013. "Technical review on jet fuel production," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 59-70.
    17. Najafi, Fatemeh & Sedaghat, Ahmad & Mostafaeipour, Ali & Issakhov, Alibek, 2021. "Location assessment for producing biodiesel fuel from Jatropha Curcas in Iran," Energy, Elsevier, vol. 236(C).
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