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A coupled modeling of design and investment parameters for optimal operation of methane bioreactors: Attainable region concept approach

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  • Abunde Neba, F.
  • Asiedu, Nana Y.
  • Addo, Ahmad
  • Morken, John
  • Østerhus, Stein W.
  • Seidu, Razak

Abstract

Current practice to design methane bioreactors does not consider all degrees of freedom simultaneously, which raises question of global optimality. This study presents a model-based design framework, which simultaneously integrates process kinetics and business parameters into the design process, a key motivation for investors. Within the study, a methane bioreactor model is presented and kinetic models incorporating different economic feasibility indicators (PBP and BCR) are developed. The methane bioreactor model gives a good prediction of test data for digestion of diary manure and the natural patterns of payback period and benefit cost ratio are predicted. Stochastic stimulation is presented to include robustness in the design process and overall yield coefficients are illustrated for model dimensionality reduction. Two-dimensional attainable region is introduced as a reliable technique for defining limits of achievability as well as obtaining optimal methane bioreactor structures. Finally, a schematic model of the design process is established.

Suggested Citation

  • Abunde Neba, F. & Asiedu, Nana Y. & Addo, Ahmad & Morken, John & Østerhus, Stein W. & Seidu, Razak, 2020. "A coupled modeling of design and investment parameters for optimal operation of methane bioreactors: Attainable region concept approach," Renewable Energy, Elsevier, vol. 148(C), pages 1054-1064.
    • Handle: RePEc:eee:renene:v:148:y:2020:i:c:p:1054-1064
    DOI: 10.1016/j.renene.2019.10.089
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    References listed on IDEAS

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    1. Zhang, Quanguo & Hu, Jianjun & Lee, Duu-Jong, 2016. "Biogas from anaerobic digestion processes: Research updates," Renewable Energy, Elsevier, vol. 98(C), pages 108-119.
    2. Abunde Neba, F. & Asiedu, Nana Y. & Addo, Ahmad & Morken, John & Østerhus, Stein W. & Seidu, Razak, 2019. "Use of attainable regions for synthesis and optimization of multistage anaerobic digesters," Applied Energy, Elsevier, vol. 242(C), pages 334-350.
    3. Mao, Chunlan & Feng, Yongzhong & Wang, Xiaojiao & Ren, Guangxin, 2015. "Review on research achievements of biogas from anaerobic digestion," Renewable and Sustainable Energy Reviews, Elsevier, vol. 45(C), pages 540-555.
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