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An integrated approach for modeling the electricity value of a sugarcane production system

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  • Mutanga, Shingirirai Savious
  • de Vries, Marne
  • Mbohwa, Charles
  • Kumar, Dillip Das
  • Rogner, Holger

Abstract

The spatial system dynamics model (SSDM) of sugarcane industrial ecosystem presented in this paper is towards an integrated approach to simulate a bio refinery system suggesting directions for bagasse and trash-derived electricity generation. The model unpacks the complexity in bio-derived energy generation across the conversion pathways of the system from land use change, sugarcane production, and harvesting and electricity production amid a plethora of challenges in the system. Input data for land use and sugarcane production in the model were derived from remote sensing and spatial analysis. Simulated and validated results indicate that the alternative scenario of combined bagasse and trash with enhanced mechanisation and technology efficiency provides the highest efficiency in terms of electricity generation and emission avoidance compared to the business as usual or base case scenario. The applied SSDM demonstrates that modeling of feedback-based complex dynamic processes in time and space provide better insights crucial for decision making. This model provides a foundation for the broader study for cost benefit analysis of electricity production from a sugarcane industrial ecosystem.

Suggested Citation

  • Mutanga, Shingirirai Savious & de Vries, Marne & Mbohwa, Charles & Kumar, Dillip Das & Rogner, Holger, 2016. "An integrated approach for modeling the electricity value of a sugarcane production system," Applied Energy, Elsevier, vol. 177(C), pages 823-838.
  • Handle: RePEc:eee:appene:v:177:y:2016:i:c:p:823-838
    DOI: 10.1016/j.apenergy.2016.05.131
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    References listed on IDEAS

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    1. Shin, Ho-Chul & Park, Jin-Won & Kim, Ho-Seok & Shin, Eui-Soon, 2005. "Environmental and economic assessment of landfill gas electricity generation in Korea using LEAP model," Energy Policy, Elsevier, vol. 33(10), pages 1261-1270, July.
    2. Cabrera, Derek & Colosi, Laura & Lobdell, Claire, 2008. "Systems thinking," Evaluation and Program Planning, Elsevier, vol. 31(3), pages 299-310, August.
    3. McPherson, Madeleine & Karney, Bryan, 2014. "Long-term scenario alternatives and their implications: LEAP model application of Panama׳s electricity sector," Energy Policy, Elsevier, vol. 68(C), pages 146-157.
    4. Amigun, Bamikole & Musango, Josephine Kaviti & Stafford, William, 2011. "Biofuels and sustainability in Africa," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(2), pages 1360-1372, February.
    5. Silalertruksa, Thapat & Gheewala, Shabbir H. & Pongpat, Patcharaporn, 2015. "Sustainability assessment of sugarcane biorefinery and molasses ethanol production in Thailand using eco-efficiency indicator," Applied Energy, Elsevier, vol. 160(C), pages 603-609.
    6. Welsch, M. & Hermann, S. & Howells, M. & Rogner, H.H. & Young, C. & Ramma, I. & Bazilian, M. & Fischer, G. & Alfstad, T. & Gielen, D. & Le Blanc, D. & Röhrl, A. & Steduto, P. & Müller, A., 2014. "Adding value with CLEWS – Modelling the energy system and its interdependencies for Mauritius," Applied Energy, Elsevier, vol. 113(C), pages 1434-1445.
    7. Mbohwa, Charles, 2003. "Bagasse energy cogeneration potential in the Zimbabwean sugar industry," Renewable Energy, Elsevier, vol. 28(2), pages 191-204.
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    Cited by:

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