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Multi-objective optimization of integrated crop-livestock system for biofuels production: A life-cycle approach

Author

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  • Esteves, Elisa M.M.
  • Brigagão, George V.
  • Morgado, Cláudia R.V.

Abstract

A method aiming the optimization of biofuels production from integrated crop-livestock system is presented, for a farm in operation with multiple agropastoral activities. For this purpose, multi-objective optimization is applied with support of a life-cycle assessment framework. The validity test of proposed methods adopts as object of study a plausible farm in the Brazilian Midwest, with soybean and maize crop rotation along with cattle fattening in pasture and feedlots, which gives origin to various biofuels chains: biodiesel, bioethanol and biogas. Decisions are based on two life-cycle performance metrics: greenhouse gas emissions and energy balance. Impacts on biofuel life-cycles are apportioned according to the market value of co-products. Strong influence of allocation factors on performance metrics is shown. Soybean biodiesel has greater energy potential than bioethanol and biogas, while generating the lowest greenhouse gas emissions by kg of biofuel. However, high population density of animal fattening in feedlots makes this activity have a greater energy balance by footprint than agriculture, as long as previous phases of animal growth do not occur in the farm. Multi-objective optimization shows that in general the pasture share should be minimized, so the decision relies on sizing the feedlot and agricultural areas. If equal weights are applied to objective-functions, the resulting farm distribution is 88.58% agriculture, 10% pasture, and 1.42% feedlot. The present model can be used to evaluate other systems and further metrics can be applied, allowing land distribution among different agropastoral activities, helping to guide private and public decision-making in the agro-energy sector.

Suggested Citation

  • Esteves, Elisa M.M. & Brigagão, George V. & Morgado, Cláudia R.V., 2021. "Multi-objective optimization of integrated crop-livestock system for biofuels production: A life-cycle approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 152(C).
  • Handle: RePEc:eee:rensus:v:152:y:2021:i:c:s136403212100945x
    DOI: 10.1016/j.rser.2021.111671
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    References listed on IDEAS

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    1. Amponsah, Nana Yaw & Troldborg, Mads & Kington, Bethany & Aalders, Inge & Hough, Rupert Lloyd, 2014. "Greenhouse gas emissions from renewable energy sources: A review of lifecycle considerations," Renewable and Sustainable Energy Reviews, Elsevier, vol. 39(C), pages 461-475.
    2. Arnette, Andrew & Zobel, Christopher W., 2012. "An optimization model for regional renewable energy development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(7), pages 4606-4615.
    3. Gaurav, N. & Sivasankari, S. & Kiran, GS & Ninawe, A. & Selvin, J., 2017. "Utilization of bioresources for sustainable biofuels: A Review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 73(C), pages 205-214.
    4. Mezzullo, William G. & McManus, Marcelle C. & Hammond, Geoff P., 2013. "Life cycle assessment of a small-scale anaerobic digestion plant from cattle waste," Applied Energy, Elsevier, vol. 102(C), pages 657-664.
    5. Situmorang, Yohanes Andre & Zhao, Zhongkai & Yoshida, Akihiro & Abudula, Abuliti & Guan, Guoqing, 2020. "Small-scale biomass gasification systems for power generation (<200 kW class): A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 117(C).
    6. Silalertruksa, Thapat & Gheewala, Shabbir H., 2012. "Environmental sustainability assessment of palm biodiesel production in Thailand," Energy, Elsevier, vol. 43(1), pages 306-314.
    7. Troldborg, Mads & Heslop, Simon & Hough, Rupert L., 2014. "Assessing the sustainability of renewable energy technologies using multi-criteria analysis: Suitability of approach for national-scale assessments and associated uncertainties," Renewable and Sustainable Energy Reviews, Elsevier, vol. 39(C), pages 1173-1184.
    8. Nguyen, Trung H. & Granger, Julien & Pandya, Deval & Paustian, Keith, 2019. "High-resolution multi-objective optimization of feedstock landscape design for hybrid first and second generation biorefineries," Applied Energy, Elsevier, vol. 238(C), pages 1484-1496.
    9. Popp, J. & Lakner, Z. & Harangi-Rákos, M. & Fári, M., 2014. "The effect of bioenergy expansion: Food, energy, and environment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 32(C), pages 559-578.
    10. Ahmad Romadhoni Surya Putra, R. & Liu, Zhen & Lund, Mogens, 2017. "The impact of biogas technology adoption for farm households – Empirical evidence from mixed crop and livestock farming systems in Indonesia," Renewable and Sustainable Energy Reviews, Elsevier, vol. 74(C), pages 1371-1378.
    11. Kalyanmoy Deb & Kalyanmoy Deb, 2014. "Multi-objective Optimization," Springer Books, in: Edmund K. Burke & Graham Kendall (ed.), Search Methodologies, edition 2, chapter 0, pages 403-449, Springer.
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