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

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  • Pierre, Cayet
  • Catherine, Azzaro-Pantel
  • Sylvain, Bourjade
  • Catherine, Muller-Vibes

Abstract

Following the fast growth of the hydrogen economy, properly modeling the Hydrogen Supply Chain (HSC) becomes pivotal for a successful take-off. While recent review papers focus on the hydrogen engineering literature, this paper is the first to our knowledge to include economics 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 modeling choices within a single methodology and identify opportunities and methodological blind spots for the hybridization of HSC-related research approaches.

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  • Pierre, Cayet & Catherine, Azzaro-Pantel & Sylvain, Bourjade & Catherine, Muller-Vibes, 2024. "Beyond the “bottom-up” and “top-down” controversy: A methodological inquiry into hybrid modeling methods for hydrogen supply chains," International Journal of Production Economics, Elsevier, vol. 268(C).
    • Handle: RePEc:eee:proeco:v:268:y:2024:i:c:s0925527323003237
    DOI: 10.1016/j.ijpe.2023.109091
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