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Adopting and diffusing hydrogen technology in air transport: An evolutionary game theory approach

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  • Chen, Shangrong
  • Bravo-Melgarejo, Sai
  • Mongeau, Romain
  • Malavolti, Estelle

Abstract

This paper uses an evolutionary game theory approach to assess the diffusion of different hydrogen technologies in the air transport system. Our model is extended to consider uncertainty, as well as the impact of the “Flight Shame” movement and different policies such as subsidies or taxes. A sufficiently high initial percentage of hydrogen adopters is required for full adoption following the market social learning mechanism. This fixed internal point is determined by the benefits of switching technologies, the extra costs, and the ground handling fee. We complement our theoretical analysis with a well-calibrated simulation using industry data to study the diffusion of different hydrogen innovations. Without any government intervention, carbon neutrality at the 2050 Horizon is only feasible with the most disruptive technologies. Other intermediate technologies are not profitable enough to meet the Net Zero CO2 emissions goal.

Suggested Citation

  • Chen, Shangrong & Bravo-Melgarejo, Sai & Mongeau, Romain & Malavolti, Estelle, 2023. "Adopting and diffusing hydrogen technology in air transport: An evolutionary game theory approach," Energy Economics, Elsevier, vol. 125(C).
  • Handle: RePEc:eee:eneeco:v:125:y:2023:i:c:s0140988323003626
    DOI: 10.1016/j.eneco.2023.106864
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    References listed on IDEAS

    as
    1. Dawid, Herbert & Hellmann, Tim, 2014. "The evolution of R&D networks," Journal of Economic Behavior & Organization, Elsevier, vol. 105(C), pages 158-172.
    2. Mayeres, Inge & Proost, Stef & Delhaye, Eef & Novelli, Philippe & Conijn, Sjaak & Gómez-Jiménez, Inmaculada & Rivas-Brousse, Daniel, 2023. "Climate ambitions for European aviation: Where can sustainable aviation fuels bring us?," Energy Policy, Elsevier, vol. 175(C).
    3. Estelle Malavolti, 2016. "Single Till or Dual Till at airports: a Two-Sided Market Analysis," Post-Print hal-01406372, HAL.
    4. Meleo, Linda & Nava, Consuelo R. & Pozzi, Cesare, 2016. "Aviation and the costs of the European Emission Trading Scheme: The case of Italy," Energy Policy, Elsevier, vol. 88(C), pages 138-147.
    5. Ricardo Flores‐Fillol & Alberto Iozzi & Tommaso Valletti, 2018. "Platform pricing and consumer foresight: The case of airports," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 27(4), pages 705-725, October.
    6. Fernando Vega-Redondo, 1997. "The Evolution of Walrasian Behavior," Econometrica, Econometric Society, vol. 65(2), pages 375-384, March.
    7. Wang, Pengyu & Fang, Debin & Cao, GangCheng, 2022. "How social learning affects customer behavior under the implementation of TOU in the electricity retailing market," Energy Economics, Elsevier, vol. 106(C).
    8. Carlos Alós-Ferrer & Georg Kirchsteiger, 2010. "General equilibrium and the emergence of (non)market clearing trading institutions," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 44(3), pages 339-360, September.
    9. Martimort, David & Pommey, Guillaume & Pouyet, Jerome, 2022. "Optimal regulation design of airports: Investment incentives and impact of commercial services," Transportation Research Part B: Methodological, Elsevier, vol. 164(C), pages 25-44.
    10. Shangrong Chen & Estelle Malavolti, 2023. "Modeling technology changes in air transport in the presence of a market shock: A passenger-based analysis," Post-Print hal-04198607, HAL.
    11. Li, Jingjing & Jiao, Jianling & Tang, Yunshu, 2019. "An evolutionary analysis on the effect of government policies on electric vehicle diffusion in complex network," Energy Policy, Elsevier, vol. 129(C), pages 1-12.
    12. Newton, Jonathan & Wait, Andrew & Angus, Simon D., 2019. "Watercooler chat, organizational structure and corporate culture," Games and Economic Behavior, Elsevier, vol. 118(C), pages 354-365.
    13. Fageda, Xavier & Teixidó, Jordi J., 2022. "Pricing carbon in the aviation sector: Evidence from the European emissions trading system," Journal of Environmental Economics and Management, Elsevier, vol. 111(C).
    14. Nava, Consuelo R. & Meleo, Linda & Cassetta, Ernesto & Morelli, Giovanna, 2018. "The impact of the EU-ETS on the aviation sector: Competitive effects of abatement efforts by airlines," Transportation Research Part A: Policy and Practice, Elsevier, vol. 113(C), pages 20-34.
    15. Alos-Ferrer, Carlos & Ania, Ana B., 2005. "The asset market game," Journal of Mathematical Economics, Elsevier, vol. 41(1-2), pages 67-90, February.
    16. Zhao, Rui & Zhou, Xiao & Han, Jiaojie & Liu, Chengliang, 2016. "For the sustainable performance of the carbon reduction labeling policies under an evolutionary game simulation," Technological Forecasting and Social Change, Elsevier, vol. 112(C), pages 262-274.
    17. Shi, Yingying & Wei, Zixiang & Shahbaz, Muhammad & Zeng, Yongchao, 2021. "Exploring the dynamics of low-carbon technology diffusion among enterprises: An evolutionary game model on a two-level heterogeneous social network," Energy Economics, Elsevier, vol. 101(C).
    18. Simon D Angus & Jonathan Newton, 2015. "Emergence of Shared Intentionality Is Coupled to the Advance of Cumulative Culture," PLOS Computational Biology, Public Library of Science, vol. 11(10), pages 1-12, October.
    19. Tang, Songlin & Zhou, Wenbing & Li, Xinjin & Chen, Yingchao & Zhang, Qian & Zhang, Xiliang, 2021. "Subsidy strategy for distributed photovoltaics: A combined view of cost change and economic development," Energy Economics, Elsevier, vol. 97(C).
    20. Oesingmann, Katrin, 2022. "The effect of the European Emissions Trading System (EU ETS) on aviation demand: An empirical comparison with the impact of ticket taxes," Energy Policy, Elsevier, vol. 160(C).
    21. Napp, T.A. & Few, S. & Sood, A. & Bernie, D. & Hawkes, A. & Gambhir, A., 2019. "The role of advanced demand-sector technologies and energy demand reduction in achieving ambitious carbon budgets," Applied Energy, Elsevier, vol. 238(C), pages 351-367.
    22. Alos-Ferrer, Carlos, 2004. "Cournot versus Walras in dynamic oligopolies with memory," International Journal of Industrial Organization, Elsevier, vol. 22(2), pages 193-217, February.
    23. Xiao, Yibin & Fu, Xiaowen & Zhang, Anming, 2016. "Airport capacity choice under airport-airline vertical arrangements," Transportation Research Part A: Policy and Practice, Elsevier, vol. 92(C), pages 298-309.
    24. Cui, Qiang & Li, Ye & Wei, Yi-Ming, 2017. "Exploring the impacts of EU ETS on the pollution abatement costs of European airlines: An application of Network Environmental Production Function," Transport Policy, Elsevier, vol. 60(C), pages 131-142.
    25. Fang, Debin & Zhao, Chaoyang & Kleit, Andrew N., 2019. "The impact of the under enforcement of RPS in China: An evolutionary approach," Energy Policy, Elsevier, vol. 135(C).
    26. Yasuhito Tanaka, 1999. "Long run equilibria in an asymmetric oligopoly," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 14(3), pages 705-715.
    27. William P. Barnett & Henrich R. Greve & Douglas Y. Park, 1994. "An Evolutionary Model of Organizational Performance," Strategic Management Journal, Wiley Blackwell, vol. 15(S1), pages 11-28, December.
    28. Damien NEVEN & Paul SEABRIGHT, 1995. "European Industrial Policy: The Airbus Case," Cahiers de Recherches Economiques du Département d'économie 9509, Université de Lausanne, Faculté des HEC, Département d’économie.
    29. Izquierdo, Luis R. & Izquierdo, Segismundo S. & Sandholm, William H., 2019. "An introduction to ABED: Agent-based simulation of evolutionary game dynamics," Games and Economic Behavior, Elsevier, vol. 118(C), pages 434-462.
    30. Chen, Shangrong & Malavolti, Estelle, 2023. "Modeling technology changes in air transport in the presence of a market shock: A passenger-based analysis," Journal of Air Transport Management, Elsevier, vol. 110(C).
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    More about this item

    Keywords

    Hydrogen; Evolutionary game theory; Innovation; Simulations; Policy;
    All these keywords.

    JEL classification:

    • L14 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Transactional Relationships; Contracts and Reputation
    • L93 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - Air Transportation
    • Q42 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Alternative Energy Sources
    • R48 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - Government Pricing and Policy

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