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A dynamic input-output model for nascent bioenergy supply chains

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  • Cruz Jr., Jose B.
  • Tan, Raymond R.
  • Culaba, Alvin B.
  • Ballacillo, Jo-Anne

Abstract

This paper presents a novel multi-time-stage input-output-based modeling framework for simulating the dynamics of bioenergy supply chains. One of the key assumptions used in the model is that the production level at the next time-stage of each segment of the energy supply chain adjusts to the output surplus or deficit relative to targets at the current time period. Furthermore, unlike conventional input-output models, the technology matrix in this approach need not be square, and thus can include coefficients denoting flows of environmental goods, such as natural resources or pollutants. Introducing a feedback control term enables the system to regulate the dynamics, thus extending the model further. This is an important feature since the uncontrolled dynamic model exhibits oscillatory or unstable behavior under some conditions; in principle, the control term allows such undesirable characteristics to be suppressed. Numerical simulations of a simple, two-sector case study are given to illustrate dynamic behavior under different scenarios. Although the case study uses only a hypothetical system, preliminary comparisons are made between the simulation results and some broad trends seen in real bioenergy systems. Finally, some of the main policy implications of the model are discussed based on the general dynamic characteristics seen in the case study. In particular, insights from control theory can be used to develop policy interventions to impart desirable dynamic characteristics to nascent or emerging biofuel supply chains. These interventions can be used to guide the growth of bioenergy supplies along final demand trajectories with minimal fluctuation and no instability.

Suggested Citation

  • Cruz Jr., Jose B. & Tan, Raymond R. & Culaba, Alvin B. & Ballacillo, Jo-Anne, 2009. "A dynamic input-output model for nascent bioenergy supply chains," Applied Energy, Elsevier, vol. 86(Supplemen), pages 86-94, November.
  • Handle: RePEc:eee:appene:v:86:y:2009:i:supplement1:p:s86-s94
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    5. Damiete Emmanuel-Yusuf & Stephen Morse & Matthew Leach, 2017. "Resilience and Livelihoods in Supply Chains (RELISC): An Analytical Framework for the Development and Resilience of the UK Wood Fuel Sector," Sustainability, MDPI, vol. 9(4), pages 1-18, April.
    6. Nogueira, Luiz Augusto Horta & Antonio de Souza, Luiz Gustavo & Cortez, Luís Augusto Barbosa & Leal, Manoel Regis Lima Verde, 2017. "Sustainable and Integrated Bioenergy Assessment for Latin America, Caribbean and Africa (SIByl-LACAf): The path from feasibility to acceptability," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 292-308.
    7. Finco, Adele & Padella, Monica & Spinozzi, Romina & Benedetti, Andrea, 2010. "Biofuel And Policy Alternatives: A Farm Level Analysis," 14th ICABR Conference, June 16-18, 2010, Ravello, Italy 188088, International Consortium on Applied Bioeconomy Research (ICABR).
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    9. Taheri, Nima & Jahani, Hamed & Pishvaee, Mir Saman, 2024. "Modeling sustainable bioethanol supply chain in Australia: A system dynamics approach," Renewable Energy, Elsevier, vol. 227(C).
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    11. Awudu, Iddrisu & Zhang, Jun, 2012. "Uncertainties and sustainability concepts in biofuel supply chain management: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(2), pages 1359-1368.
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    15. Soares, N. & Martins, A.G. & Carvalho, A.L. & Caldeira, C. & Du, C. & Castanheira, É. & Rodrigues, E. & Oliveira, G. & Pereira, G.I. & Bastos, J. & Ferreira, J.P. & Ribeiro, L.A. & Figueiredo, N.C. & , 2018. "The challenging paradigm of interrelated energy systems towards a more sustainable future," Renewable and Sustainable Energy Reviews, Elsevier, vol. 95(C), pages 171-193.
    16. Choi, Jun-Ki & Bakshi, Bhavik R. & Hubacek, Klaus & Nader, Jordan, 2016. "A sequential input–output framework to analyze the economic and environmental implications of energy policies: Gas taxes and fuel subsidies," Applied Energy, Elsevier, vol. 184(C), pages 830-839.
    17. Xi Zhang & Zheng Li & Linwei Ma & Chinhao Chong & Weidou Ni, 2019. "Forecasting the Energy Embodied in Construction Services Based on a Combination of Static and Dynamic Hybrid Input-Output Models," Energies, MDPI, vol. 12(2), pages 1-26, January.
    18. Li, Y.F. & Li, Y.P. & Huang, G.H. & Chen, X., 2010. "Energy and environmental systems planning under uncertainty--An inexact fuzzy-stochastic programming approach," Applied Energy, Elsevier, vol. 87(10), pages 3189-3211, October.

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