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Beyond the “bottom-up” and “top-down” controversy: A methodological inquiry into hybrid modeling methods for hydrogen supply chains

Author

Listed:
  • Pierre Cayet

    (Persée - ENS de Lyon - École normale supérieure de Lyon - Université de Lyon - Université de Lyon - CNRS - Centre National de la Recherche Scientifique)

  • Azzaro-Pantel Catherine

    (LGC - Laboratoire de Génie Chimique - UT3 - Université Toulouse III - Paul Sabatier - Comue de Toulouse - Communauté d'universités et établissements de Toulouse - CNRS - Centre National de la Recherche Scientifique - Toulouse INP - Institut National Polytechnique (Toulouse) - Comue de Toulouse - Communauté d'universités et établissements de Toulouse)

  • Sylvain Bourjade

    (TBS - Toulouse Business School)

  • Catherine Muller-Vibes

    (TBS - Toulouse Business School)

Abstract

Following the fast growth of the hydrogen economy, properly modelling the Hydrogen Supply Chain (HSC) becomes pivotal for a successful take-off. While recent review papers focus on the Bottom-Up hydrogen literature, this paper is the first to our knowledge to include Top-down approaches into a complete assessment of the models and mathematical formulations used to answer a variety of hydrogen-related research questions. Based on a thorough analysis of modeling choices and tools found in the HSC literature, we provide a refined classification of research papers through clustering and discriminant analysis. Using original measurement methods, we quantify the difficulty of associating existing modelling choices within a single methodology and identify opportunities and methodological blind spots for the hybridization of HSC-related research approaches.

Suggested Citation

  • Pierre Cayet & Azzaro-Pantel Catherine & Sylvain Bourjade & Catherine Muller-Vibes, 2023. "Beyond the “bottom-up” and “top-down” controversy: A methodological inquiry into hybrid modeling methods for hydrogen supply chains," Post-Print hal-04294432, HAL.
    • Handle: RePEc:hal:journl:hal-04294432
    DOI: 10.1016/j.ijpe.2023.109091
    Note: View the original document on HAL open archive server: https://hal.science/hal-04294432v1
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