IDEAS home Printed from https://ideas.repec.org/a/eee/proeco/v268y2024ics0925527323003237.html
   My bibliography  Save this article

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

Author

Listed:
  • 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.

Suggested Citation

  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0925527323003237
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.ijpe.2023.109091?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Rosa, Lorenzo & Mazzotti, Marco, 2022. "Potential for hydrogen production from sustainable biomass with carbon capture and storage," Renewable and Sustainable Energy Reviews, Elsevier, vol. 157(C).
    2. Li, Xinyu & Mulder, Machiel, 2021. "Value of power-to-gas as a flexibility option in integrated electricity and hydrogen markets," Applied Energy, Elsevier, vol. 304(C).
    3. Won, Wangyun & Kwon, Hweeung & Han, Jee-Hoon & Kim, Jiyong, 2017. "Design and operation of renewable energy sources based hydrogen supply system: Technology integration and optimization," Renewable Energy, Elsevier, vol. 103(C), pages 226-238.
    4. Chen, Qianqian & Gu, Yu & Tang, Zhiyong & Wang, Danfeng & Wu, Qing, 2021. "Optimal design and techno-economic assessment of low-carbon hydrogen supply pathways for a refueling station located in Shanghai," Energy, Elsevier, vol. 237(C).
    5. Yongxi Huang & Shengyin Li & Zhen Qian, 2015. "Optimal Deployment of Alternative Fueling Stations on Transportation Networks Considering Deviation Paths," Networks and Spatial Economics, Springer, vol. 15(1), pages 183-204, March.
    6. Seo, Seung-Kwon & Yun, Dong-Yeol & Lee, Chul-Jin, 2020. "Design and optimization of a hydrogen supply chain using a centralized storage model," Applied Energy, Elsevier, vol. 262(C).
    7. Samsatli, Sheila & Samsatli, Nouri J., 2018. "A multi-objective MILP model for the design and operation of future integrated multi-vector energy networks capturing detailed spatio-temporal dependencies," Applied Energy, Elsevier, vol. 220(C), pages 893-920.
    8. Abrell, Jan & Rausch, Sebastian & Streitberger, Clemens, 2019. "Buffering volatility: Storage investments and technology-specific renewable energy support," Energy Economics, Elsevier, vol. 84(S1).
    9. Koppelaar, Rembrandt H.E.M. & Keirstead, James & Shah, Nilay & Woods, Jeremy, 2016. "A review of policy analysis purpose and capabilities of electricity system models," Renewable and Sustainable Energy Reviews, Elsevier, vol. 59(C), pages 1531-1544.
    10. Josef Taalbi & Hana Nielsen, 2021. "The role of energy infrastructure in shaping early adoption of electric and gasoline cars," Nature Energy, Nature, vol. 6(10), pages 970-976, October.
    11. Guo, Zhongjie & Wei, Wei & Chen, Laijun & Zhang, Xiaoping & Mei, Shengwei, 2021. "Equilibrium model of a regional hydrogen market with renewable energy based suppliers and transportation costs," Energy, Elsevier, vol. 220(C).
    12. Gerben Bakker, 2021. "Infrastructure killed the electric car," Nature Energy, Nature, vol. 6(10), pages 947-948, October.
    13. Carvalho, Margarida & Lodi, Andrea & Pedroso, João.P., 2022. "Computing equilibria for integer programming games," European Journal of Operational Research, Elsevier, vol. 303(3), pages 1057-1070.
    14. Conrad, Klaus, 2004. "Network effects, Compatibility and the Environment : The Case of Hydrogen Powered Cars," Discussion Papers 613, Institut fuer Volkswirtschaftslehre und Statistik, Abteilung fuer Volkswirtschaftslehre.
    15. André, Jean & Auray, Stéphane & Brac, Jean & De Wolf, Daniel & Maisonnier, Guy & Ould-Sidi, Mohamed-Mahmoud & Simonnet, Antoine, 2013. "Design and dimensioning of hydrogen transmission pipeline networks," European Journal of Operational Research, Elsevier, vol. 229(1), pages 239-251.
    16. Greaker Mads & Heggedal Tom-Reiel, 2010. "Lock-In and the Transition to Hydrogen Cars: Should Governments Intervene?," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 10(1), pages 1-30, May.
    17. Almansoori, A. & Betancourt-Torcat, A., 2016. "Design of optimization model for a hydrogen supply chain under emission constraints - A case study of Germany," Energy, Elsevier, vol. 111(C), pages 414-429.
    18. Nuno Bento, 2010. "Dynamic competition between plug-in hybrid and hydrogen fuel cell vehicles for personal transportation," Post-Print halshs-00512129, HAL.
    19. Wang, Bohong & Klemeš, Jiří Jaromír & Liang, Yongtu & Yuan, Meng & Zhang, Haoran & Liu, Jiayi, 2020. "Implementing hydrogen injection in coal-dominated regions: Supply chain optimisation and reliability analysis," Energy, Elsevier, vol. 201(C).
    20. Stöckl, Fabian & Schill, Wolf-Peter & Zerrahn, Alexander, 2021. "Optimal supply chains and power sector benefits of green hydrogen," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 11.
    21. Sungmi Bae & Eunhan Lee & Jinil Han, 2020. "Multi-Period Planning of Hydrogen Supply Network for Refuelling Hydrogen Fuel Cell Vehicles in Urban Areas," Sustainability, MDPI, vol. 12(10), pages 1-23, May.
    22. Christoph Böhringer & Andreas Löschel, 2006. "Promoting Renewable Energy in Europe: A Hybrid Computable General Equilibrium Approach," The Energy Journal, , vol. 27(2_suppl), pages 135-150, June.
    23. Gabrielli, Paolo & Charbonnier, Flora & Guidolin, Annalisa & Mazzotti, Marco, 2020. "Enabling low-carbon hydrogen supply chains through use of biomass and carbon capture and storage: A Swiss case study," Applied Energy, Elsevier, vol. 275(C).
    24. Quarton, Christopher J. & Samsatli, Sheila, 2020. "Should we inject hydrogen into gas grids? Practicalities and whole-system value chain optimisation," Applied Energy, Elsevier, vol. 275(C).
    25. Frederic Murphy & Axel Pierru & Yves Smeers, 2016. "A Tutorial on Building Policy Models as Mixed-Complementarity Problems," Interfaces, INFORMS, vol. 46(6), pages 465-481, December.
    26. Koirala, Binod & Hers, Sebastiaan & Morales-España, Germán & Özdemir, Özge & Sijm, Jos & Weeda, Marcel, 2021. "Integrated electricity, hydrogen and methane system modelling framework: Application to the Dutch Infrastructure Outlook 2050," Applied Energy, Elsevier, vol. 289(C).
    27. Li, Lei & Manier, Hervé & Manier, Marie-Ange, 2019. "Hydrogen supply chain network design: An optimization-oriented review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 103(C), pages 342-360.
    28. Hwangbo, Soonho & Lee, In-Beum & Han, Jeehoon, 2017. "Mathematical model to optimize design of integrated utility supply network and future global hydrogen supply network under demand uncertainty," Applied Energy, Elsevier, vol. 195(C), pages 257-267.
    29. Wu, Xiong & Qi, Shixiong & Wang, Zhao & Duan, Chao & Wang, Xiuli & Li, Furong, 2019. "Optimal scheduling for microgrids with hydrogen fueling stations considering uncertainty using data-driven approach," Applied Energy, Elsevier, vol. 253(C), pages 1-1.
    30. Eftichios Sartzetakis & Panagiotis Tsigaris, 2005. "Environmental Externalities in the Presence of Network Effects: Adoption of Low Emission Technologies in the Automobile Market," Journal of Regulatory Economics, Springer, vol. 28(3), pages 309-326, November.
    31. Sgarbossa, Fabio & Arena, Simone & Tang, Ou & Peron, Mirco, 2023. "Renewable hydrogen supply chains: A planning matrix and an agenda for future research," International Journal of Production Economics, Elsevier, vol. 255(C).
    32. Cho, Seolhee & Kim, Jiyong, 2019. "Multi-site and multi-period optimization model for strategic planning of a renewable hydrogen energy network from biomass waste and energy crops," Energy, Elsevier, vol. 185(C), pages 527-540.
    33. Bae, Jeong Hwan & Cho, Gyeong-Lyeob, 2010. "A dynamic general equilibrium analysis on fostering a hydrogen economy in Korea," Energy Economics, Elsevier, vol. 32(Supplemen), pages 57-66, September.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Sungmi Bae & Eunhan Lee & Jinil Han, 2020. "Multi-Period Planning of Hydrogen Supply Network for Refuelling Hydrogen Fuel Cell Vehicles in Urban Areas," Sustainability, MDPI, vol. 12(10), pages 1-23, May.
    2. Sgarbossa, Fabio & Arena, Simone & Tang, Ou & Peron, Mirco, 2023. "Renewable hydrogen supply chains: A planning matrix and an agenda for future research," International Journal of Production Economics, Elsevier, vol. 255(C).
    3. Sgarbossa, Fabio & Arena, Simone & Tang, Ou & Peron, Mirco, 2022. "Reprint of: Renewable hydrogen supply chains: A planning matrix and an agenda for future research," International Journal of Production Economics, Elsevier, vol. 250(C).
    4. Ganter, Alissa & Gabrielli, Paolo & Sansavini, Giovanni, 2024. "Near-term infrastructure rollout and investment strategies for net-zero hydrogen supply chains," Renewable and Sustainable Energy Reviews, Elsevier, vol. 194(C).
    5. Jang, Jaeuk & Lee, Hyunsoo, 2024. "Effective hydrogen supply chain management framework considering nonlinear multi-stage process uncertainties," Applied Energy, Elsevier, vol. 367(C).
    6. Yoon, Ha-Jun & Seo, Seung-Kwon & Lee, Chul-Jin, 2022. "Multi-period optimization of hydrogen supply chain utilizing natural gas pipelines and byproduct hydrogen," Renewable and Sustainable Energy Reviews, Elsevier, vol. 157(C).
    7. Noor Yusuf & Tareq Al-Ansari, 2023. "Current and Future Role of Natural Gas Supply Chains in the Transition to a Low-Carbon Hydrogen Economy: A Comprehensive Review on Integrated Natural Gas Supply Chain Optimisation Models," Energies, MDPI, vol. 16(22), pages 1-33, November.
    8. Li, Lei & Manier, Hervé & Manier, Marie-Ange, 2019. "Hydrogen supply chain network design: An optimization-oriented review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 103(C), pages 342-360.
    9. Megy, Camille & Massol, Olivier, 2023. "Is Power-to-Gas always beneficial? The implications of ownership structure," Energy Economics, Elsevier, vol. 128(C).
    10. Antje-Mareike Dietrich & Gernot Sieg, 2014. "Welfare Effects of Subsidizing a Dead-End Network of Less Polluting Vehicles," Networks and Spatial Economics, Springer, vol. 14(3), pages 335-355, December.
    11. Forghani, Kamran & Kia, Reza & Nejatbakhsh, Yousef, 2023. "A multi-period sustainable hydrogen supply chain model considering pipeline routing and carbon emissions: The case study of Oman," Renewable and Sustainable Energy Reviews, Elsevier, vol. 173(C).
    12. Jorquera-Copier, Javier & Lorca, Álvaro & Sauma, Enzo & Lorenczik, Stefan & Negrete-Pincetic, Matías, 2024. "Impacts of different hydrogen demand levels and climate policy scenarios on the Chilean integrated hydrogen–electricity network," Energy Policy, Elsevier, vol. 184(C).
    13. Peng, Wei & Xin, Baogui & Xie, Lei, 2023. "Optimal strategies for production plan and carbon emission reduction in a hydrogen supply chain under cap-and-trade policy," Renewable Energy, Elsevier, vol. 215(C).
    14. Deng, Menghua & Bian, Bomin & Zhou, Yanlin & Ding, Jianpeng, 2023. "Distributionally robust production and replenishment problem for hydrogen supply chains," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 179(C).
    15. Seo, Seung-Kwon & Yun, Dong-Yeol & Lee, Chul-Jin, 2020. "Design and optimization of a hydrogen supply chain using a centralized storage model," Applied Energy, Elsevier, vol. 262(C).
    16. Dietrich, Antje-Mareike, 2016. "Governmental platform intermediation to promote alternative fuel vehicles," Economics Department Working Paper Series 16, Technische Universität Braunschweig, Economics Department.
    17. Meunier, Guy & Ponssard, Jean-Pierre, 2020. "Optimal policy and network effects for the deployment of zero emission vehicles," European Economic Review, Elsevier, vol. 126(C).
    18. Cantú, Victor H. & Ponsich, Antonin & Azzaro-Pantel, Catherine & Carrera, Eduardo, 2023. "Capturing spatial, time-wise and technological detail in hydrogen supply chains: A bi-level multi-objective optimization approach," Applied Energy, Elsevier, vol. 344(C).
    19. Damien Guilbert & Gianpaolo Vitale, 2021. "Hydrogen as a Clean and Sustainable Energy Vector for Global Transition from Fossil-Based to Zero-Carbon," Clean Technol., MDPI, vol. 3(4), pages 1-29, December.
    20. Wang, Guotao & Liao, Qi & Wang, Chang & Liang, Yongtu & Zhang, Haoran, 2022. "Multiperiod optimal planning of biofuel refueling stations: A bi-level game-theoretic approach," Renewable Energy, Elsevier, vol. 200(C), pages 1152-1165.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:proeco:v:268:y:2024:i:c:s0925527323003237. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/ijpe .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.