Optimization Model for a Thermochemical Biofuels Supply Network Design
Publication: Journal of Energy Engineering
Volume 140, Issue 4
Abstract
This research focuses on the supply chain network design of a fast pyrolysis and hydroprocessing production pathway by utilizing corn stover as feedstock to produce gasoline and diesel fuel. A mixed integer linear programming (MILP) model was formulated to optimize fast pyrolysis and hydroprocessing facility locations and capacities to minimize total system cost, including the feedstock collecting costs, capital costs of facilities, and transportation costs. The economic feasibility of building a new biorefinery in Iowa was analyzed based on the optimal supply chain configuration and savings in bio-oil logistic costs to the centralized upgrading facility.
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References
Adams, J. M. M., et al. (2011). “Seasonal variation in the chemical composition of the bioenergy feedstock Laminaria digitata for thermochemical conversion.” Bioresour. Tech., 102(1), 226–234.
Aden, A., et al. (2002). “Lignocellulosic biomass to ethanol process design and economics utilizing co-current dilute acid prehydrolysis and enzymatic hydrolysis for corn stover.”, National Renewable Energy Laboratory, Golden, CO.
Andrews, S. S. (2006). “Crop Residue Removal for Biomass Energy Production: Effects on Soils and Recommendations.” Soil Quality National Technology Development Team, USDA-Natural Resource Conservation Service.
Bai, Y., Hwang, T., Kang, S., and Ouyang, Y. (2011). “Biofuel refinery location and supply chain planning under traffic congestion.” Transport. Res. B Method., 45(1), 162–175.
Brown, R. C. (2011). Thermochemical processing of biomass: conversion into fuels, chemicals and power, Wiley Series in Renewable Resources.
BTS. “Average Freight Revenue per Ton-mile. Bureau of Transportation Statistics.” 〈http://www.bts.gov/publications/national_transportation_statistics/html/table_03_21.html〉 (Nov. 2012).
Carriquiry, M. A., Du, X., and Timilsina, G. R. (2011). “Second generation biofuels: Economics and policies.” Energy Policy, 39(7), 4222–4234.
Chen, C.-W., and Fan, Y. (2012). “Bioethanol supply chain system planning under supply and demand uncertainties.” Transport. Res. E Logis. Transport. Rev., 48(1), 150–164.
Congressional Budget Office (CBO). (1982). “Energy use in freight transportation.” CBO, US Congress, Washington, DC.
DOE/EIA. (2011). Annual Energy Review 2010, U.S. Energy Information Administration (EIS).
Ekşioğlu, S. D., Acharya, A., Leightley, L. E., and Arora, S. (2009). “Analyzing the design and management of biomass-to-biorefinery supply chain.” Comput. Ind. Eng., 57(4), 1342–1352.
EPA. (2011). “EPA finalizes 2012 renewable fuel standards.” U.S. Environmental Protection Agency.
Gebreslassie, B. H., Yao, Y., and You, F. (2012). “Design under uncertainty of hydrocarbon biorefinery supply chains: Multiobjective stochastic programming models, decomposition algorithm, and a Comparison between CVaR and downside risk.” AIChE J., 58(7), 2155–2179.
Graham, R. L., Nelson, R., Sheehan, J., Perlack, R. D., and Wright, L. L. (2007). “Current And Potential U.S. Corn Stover Supplies.” Agron. J., 99(1), 1–11.
Grant, D., et al. (2006). “Feasibility of a producer owned ground-straw feedstock supply system for bioethanol and other products.”, Idaho National Laboratory, Idaho Falls, ID.
Hajibabai, L., and Ouyang, Y. (2013). “Integrated Planning of Supply Chain Networks and Multimodal Transportation Infrastructure Expansion: Model Development and Application to the Biofuel Industry.” Comput. Aided Civ. Infrastruct. Eng., 28(4), 247–259.
Haro, P., Ollero, P., Villanueva Perales, A. L., and Gómez-Barea, A. (2013). “Thermochemical biorefinery based on dimethyl ether as intermediate: Technoeconomic assessment.” Appl. Energy, 102, 950–961.
Heid, W. G. (1984). Turning Great Plains crop residues and other products into energy, Walter G. Heid, Jr., ed., U.S. Dept. of Agriculture, Economic Research Service, Washington, DC.
Hess, J. R., Wright, C. T., and Kenney, K. L. (2007). “Cellulosic biomass feedstocks and logistics for ethanol production.” Biofuels, Bioproducts and Biorefining, 1(3), 181–190.
Huang, Y., Chen, C.-W., and Fan, Y. (2010). “Multistage optimization of the supply chains of biofuels.” Transport. Res. E Logis. Transport. Rev., 46(6), 820–830.
Huang, Y., and Pang, W. (2013). “Optimization of resilient biofuel infrastucture systems under natural hazards.” J. Energy Eng.,.
Islam, M. N., and Ani, F. N. (2000). “Techno-economics of rice husk pyrolysis, conversion with catalytic treatment to produce liquid fuel.” Bioresour. Tech., 73(1), 67–75.
Kauffman, N., Hayes, D., and Brown, R. (2011). “A life cycle assessment of advanced biofuel production from a hectare of corn.” Fuel, 90(11), 3306–3314.
Kocoloski, M., Michael Griffin, W., Scott Matthews, H. (2011). “Impacts of facility size and location decisions on ethanol production cost.” Energy Policy, 39(1), 47–56.
Lynd, L. R., et al. (2009). “The role of biomass in America’s energy future: framing the analysis.” Biofuels, Bioproducts and Biorefining, 3(2), 113–123.
Papendick, R. I., and Moldenhauer, W. C. (1995). “Crop Residue Management to Reduce Erosion and Improve Soil Quality: Northwest.” Vol. 40, U.S. Department of Agriculture Conservation Research Report, USDA, 10–16.
Phillips, S., Aden, A., Jechura, J., Dayton, D., and Eggeman, T. (2007). “Thermochemical ethanol via indirect gasification and mixed alcohol synthesis of lignocellulosic biomass.”, National Renewable Energy Laboratory, Golden, CO.
Renewable Fuel Standard (RFS). “Overview and issues.” 〈http://www.fas.org/sgp/crs/misc/R40155.pdf〉.
Searcy, E., Flynn, P., Ghafoori, E., and Kumar, A. (2007). “The relative cost of biomass energy transport.” Appl. Biochem. Biotechnol., 137–140(1–12), 639–652.
Tsiakis, P., and Papageorgiou, L. G. (2008). “Optimal production allocation and distribution supply chain networks.” Int. J. Prod. Econ., 111(2), 468–483.
USDA/NASS Quickstats. 〈http://www.nass.usda.gov/Census/〉 (Nov. 23, 2012).
Wright, M. M., Brown, R. C., and Boateng, A. A. (2008). “Distributed processing of biomass to bio-oil for subsequent production of Fischer-Tropsch liquids.” Biofuels, Bioprod. Biorefin., 2(3), 229–238.
Wright, M. M., Daugaard, D. E., Satrio, J. A., and Brown, R. C. (2010). “Techno-economic analysis of biomass fast pyrolysis to transportation fuels.” Fuel, 89(1), S2–S10.
You, F., and Wang, B. (2011). “Life cycle optimization of biomass-to-liquid supply chains with distributed–centralized processing networks.” Ind. Eng. Chem. Res., 50(17), 10102–10127.
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© 2014 American Society of Civil Engineers.
History
Received: Jan 18, 2013
Accepted: Aug 9, 2013
Published online: Feb 13, 2014
Discussion open until: Jul 13, 2014
Published in print: Dec 1, 2014
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