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Development of the IBSAL-SimMOpt Method for the Optimization of Quality in a Corn Stover Supply Chain

Author

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  • Hernan Chavez

    (Mechanical Engineering Department, The University of Texas at San Antonio, One UTSA Circle, San Antonio, TX 78249, USA)

  • Krystel K. Castillo-Villar

    (Mechanical Engineering Department, The University of Texas at San Antonio, One UTSA Circle, San Antonio, TX 78249, USA)

  • Erin Webb

    (Environmental Sciences Division, Oak Ridge National Laboratory, One Bethel Rd., Oak Ridge, TN 37831, USA)

Abstract

Variability on the physical characteristics of feedstock has a relevant effect on the reactor’s reliability and operating cost. Most of the models developed to optimize biomass supply chains have failed to quantify the effect of biomass quality and preprocessing operations required to meet biomass specifications on overall cost and performance. The Integrated Biomass Supply Analysis and Logistics (IBSAL) model estimates the harvesting, collection, transportation, and storage cost while considering the stochastic behavior of the field-to-biorefinery supply chain. This paper proposes an IBSAL-SimMOpt (Simulation-based Multi-Objective Optimization) method for optimizing the biomass quality and costs associated with the efforts needed to meet conversion technology specifications. The method is developed in two phases. For the first phase, a SimMOpt tool that interacts with the extended IBSAL is developed. For the second phase, the baseline IBSAL model is extended so that the cost for meeting and/or penalization for failing in meeting specifications are considered. The IBSAL-SimMOpt method is designed to optimize quality characteristics of biomass, cost related to activities intended to improve the quality of feedstock, and the penalization cost. A case study based on 1916 farms in Ontario, Canada is considered for testing the proposed method. Analysis of the results demonstrates that this method is able to find a high-quality set of non-dominated solutions.

Suggested Citation

  • Hernan Chavez & Krystel K. Castillo-Villar & Erin Webb, 2017. "Development of the IBSAL-SimMOpt Method for the Optimization of Quality in a Corn Stover Supply Chain," Energies, MDPI, vol. 10(8), pages 1-29, August.
    • Handle: RePEc:gam:jeners:v:10:y:2017:i:8:p:1137-:d:106874
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    References listed on IDEAS

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    1. Lantian Ren & Kara Cafferty & Mohammad Roni & Jacob Jacobson & Guanghui Xie & Leslie Ovard & Christopher Wright, 2015. "Analyzing and Comparing Biomass Feedstock Supply Systems in China: Corn Stover and Sweet Sorghum Case Studies," Energies, MDPI, vol. 8(6), pages 1-21, June.
    2. 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.
    3. Krystel K. Castillo-Villar & Hertwin Minor-Popocatl & Erin Webb, 2016. "Quantifying the Impact of Feedstock Quality on the Design of Bioenergy Supply Chain Networks," Energies, MDPI, vol. 9(3), pages 1-23, March.
    4. Leistritz, F. Larry & Hodur, Nancy M. & Senechal, Donald M. & Stowers, Mark D. & McCalla, Darold & Saffron, Chris M., 2007. "Biorefineries Using Agricultural Residue Feedstock In The Great Plains," Staff Papers 7323, North Dakota State University, Department of Agribusiness and Applied Economics.
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    Cited by:

    1. Badakhshan, Ehsan & Ball, Peter, 2023. "A simulation-optimization approach for integrating physical and financial flows in a supply chain under economic uncertainty," Operations Research Perspectives, Elsevier, vol. 10(C).
    2. Islam Hassanin & Matjaz Knez, 2022. "Managing Supply Chain Activities in the Field of Energy Production Focusing on Renewables," Sustainability, MDPI, vol. 14(12), pages 1-33, June.

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