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Hydrogen fuel cell technology development in China: Technology evolution, city-cluster network and industry chain distribution

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  • Wang, Xue
  • Fan, Li-Wei
  • Zhang, Hongyan
  • Zhou, Peng

Abstract

Identifying the evolution trajectory and cross-regional knowledge flow of hydrogen fuel cell technology contributes to leveraging the industry chain advantages for technological deployment. Based on hydrogen fuel cell patents from 2000 to 2022 in China, this study employs a dynamic topic model to explore the evolution of fuel cell technological topics and paths. We adopt network analysis to identify the knowledge flow in the city-cluster innovation cooperation network, and estimate the city-cluster policy effect on fuel cell innovation collaboration. We further examine the fuel cell technological distribution on the industrial chain and identify the division advantage in city clusters. Our findings reveal that upstream and midstream technologies in the fuel cell industrial chain emerge as prominent technology hotspots, with eastern cities assuming vital roles in the fuel cell knowledge network. The identified diverse technological focus and advantages of city clusters provide a promising way for industrial chain division optimization.

Suggested Citation

  • Wang, Xue & Fan, Li-Wei & Zhang, Hongyan & Zhou, Peng, 2025. "Hydrogen fuel cell technology development in China: Technology evolution, city-cluster network and industry chain distribution," Energy, Elsevier, vol. 322(C).
  • Handle: RePEc:eee:energy:v:322:y:2025:i:c:s0360544225012484
    DOI: 10.1016/j.energy.2025.135606
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    as
    1. Loet Leydesdorff & Duncan Kushnir & Ismael Rafols, 2014. "Interactive overlay maps for US patent (USPTO) data based on International Patent Classification (IPC)," Scientometrics, Springer;Akadémiai Kiadó, vol. 98(3), pages 1583-1599, March.
    2. Alessandra Colombelli & Antonio De Marco & Emilio Paolucci & Riccardo Ricci & Giuseppe Scellato, 2021. "University technology transfer and the evolution of regional specialization: the case of Turin," The Journal of Technology Transfer, Springer, vol. 46(4), pages 933-960, August.
    3. Marie-Laure Allain & Emeric Henry & Margaret Kyle, 2016. "Competition and the Efficiency of Markets for Technology," Management Science, INFORMS, vol. 62(4), pages 1000-1019, April.
    4. Sun, Huaping & Geng, Yong & Hu, Lingxiang & Shi, Longyu & Xu, Tong, 2018. "Measuring China's new energy vehicle patents: A social network analysis approach," Energy, Elsevier, vol. 153(C), pages 685-693.
    5. Yang, Shubo & Jahanger, Atif & Usman, Muhammad, 2024. "Examining the influence of green innovations in industrial enterprises on China's smart city development," Technological Forecasting and Social Change, Elsevier, vol. 199(C).
    6. Vilhelm Verendel, 2023. "Tracking artificial intelligence in climate inventions with patent data," Nature Climate Change, Nature, vol. 13(1), pages 40-47, January.
    7. Marie-Laure Allain & Emeric Henry & Margaret Kyle, 2016. "Competition and the Efficiency of Markets for Technology," Management Science, INFORMS, vol. 62(4), pages 1000-1019, April.
    8. Ikujiro Nonaka, 1994. "A Dynamic Theory of Organizational Knowledge Creation," Organization Science, INFORMS, vol. 5(1), pages 14-37, February.
    9. Hosseini Dehshiri, Seyyed Shahabaddin & Firoozabadi, Bahar, 2024. "Wind energy integrated green hydrogen system as sustainable solution to decarbonize Iranian Industrial Cities," Energy, Elsevier, vol. 306(C).
    10. Asim Ansari & Yang Li & Jonathan Z. Zhang, 2018. "Probabilistic Topic Model for Hybrid Recommender Systems: A Stochastic Variational Bayesian Approach," Marketing Science, INFORMS, vol. 37(6), pages 987-1008, November.
    11. Gunnar Luderer & Silvia Madeddu & Leon Merfort & Falko Ueckerdt & Michaja Pehl & Robert Pietzcker & Marianna Rottoli & Felix Schreyer & Nico Bauer & Lavinia Baumstark & Christoph Bertram & Alois Dirna, 2022. "Author Correction: Impact of declining renewable energy costs on electrification in low-emission scenarios," Nature Energy, Nature, vol. 7(4), pages 380-381, April.
    12. Giuliani, Elisa, 2013. "Network dynamics in regional clusters: Evidence from Chile," Research Policy, Elsevier, vol. 42(8), pages 1406-1419.
    13. Gong, Tianyu & Wang, Xiaolei & Zhang, Li & Gao, Xuehao & Xie, En, 2023. "Symbolic or substantial? Different responses of state-owned and privately owned firms to government innovation policies," Technovation, Elsevier, vol. 127(C).
    14. Jiang, Wenbing & Du, Lei & Wei, Huafei & Sun, Helin, 2024. "The influence of urban new energy development orientation on new energy technology innovation in firms," Renewable Energy, Elsevier, vol. 237(PD).
    15. Yi Yang & Kunpeng Zhang & Yangyang Fan, 2023. "sDTM: A Supervised Bayesian Deep Topic Model for Text Analytics," Information Systems Research, INFORMS, vol. 34(1), pages 137-156, March.
    16. Apostolou, Dimitrios, 2020. "Optimisation of a hydrogen production – storage – re-powering system participating in electricity and transportation markets. A case study for Denmark," Applied Energy, Elsevier, vol. 265(C).
    17. Li, Xiaotao & Yuan, Xiaodong, 2022. "Tracing the technology transfer of battery electric vehicles in China: A patent citation organization network analysis," Energy, Elsevier, vol. 239(PD).
    18. Lena Kitzing & Morten Kofoed Jensen & Thomas Telsnig & Eric Lantz, 2020. "Multifaceted drivers for onshore wind energy repowering and their implications for energy transition," Nature Energy, Nature, vol. 5(12), pages 1012-1021, December.
    19. Xi Yang & Chris P. Nielsen & Shaojie Song & Michael B. McElroy, 2022. "Breaking the hard-to-abate bottleneck in China’s path to carbon neutrality with clean hydrogen," Nature Energy, Nature, vol. 7(10), pages 955-965, October.
    20. Lissoni, Francesco, 2010. "Academic inventors as brokers," Research Policy, Elsevier, vol. 39(7), pages 843-857, September.
    21. Chi, Yuanying & Xu, Weiyue & Xiao, Meng & Wang, Zhengzao & Zhang, Xufeng & Chen, Yahui, 2023. "Fuel-cycle based environmental and economic assessment of hydrogen fuel cell vehicles in China," Energy, Elsevier, vol. 282(C).
    22. Teng, Yuqiang & Lin, Boqiang, 2024. "The energy-saving effect of industrial chain synergistic division: Evidence from China's industrial chain," Energy Policy, Elsevier, vol. 185(C).
    23. Feng, Yunting & Lai, Kee-hung & Zhu, Qinghua, 2022. "Green supply chain innovation: Emergence, adoption, and challenges," International Journal of Production Economics, Elsevier, vol. 248(C).
    24. Matos, Stelvia & Viardot, Eric & Sovacool, Benjamin K. & Geels, Frank W. & Xiong, Yu, 2022. "Innovation and climate change: A review and introduction to the special issue," Technovation, Elsevier, vol. 117(C).
    25. Gunnar Luderer & Silvia Madeddu & Leon Merfort & Falko Ueckerdt & Michaja Pehl & Robert Pietzcker & Marianna Rottoli & Felix Schreyer & Nico Bauer & Lavinia Baumstark & Christoph Bertram & Alois Dirna, 2022. "Impact of declining renewable energy costs on electrification in low-emission scenarios," Nature Energy, Nature, vol. 7(1), pages 32-42, January.
    26. Abbasiharofteh, Milad & Kogler, Dieter F. & Lengyel, Balázs, 2023. "Atypical combinations of technologies in regional co-inventor networks," Research Policy, Elsevier, vol. 52(10).
    27. Santos Arteaga, Francisco J. & Tavana, Madjid & Di Caprio, Debora & Toloo, Mehdi, 2019. "A dynamic multi-stage slacks-based measure data envelopment analysis model with knowledge accumulation and technological evolution," European Journal of Operational Research, Elsevier, vol. 278(2), pages 448-462.
    28. Santhakumar, Srinivasan & Meerman, Hans & Faaij, André, 2021. "Improving the analytical framework for quantifying technological progress in energy technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 145(C).
    29. Xin Xie & Hang Fu & Qisheng Zhu & Shanying Hu, 2024. "Integrated optimization modelling framework for low-carbon and green regional transitions through resource-based industrial symbiosis," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    30. Wang, Xiaoli & Daim, Tugrul & Huang, Lucheng & Li, Zhiqiang & Shaikh, Ruqia & Kassi, Diby Francois, 2022. "Monitoring the development trend and competition status of high technologies using patent analysis and bibliographic coupling: The case of electronic design automation technology," Technology in Society, Elsevier, vol. 71(C).
    31. Yuan, Xiaodong & Li, Xiaotao, 2021. "The evolution of the industrial value chain in China's high-speed rail driven by innovation policies: A patent analysis," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
    32. Cheng, Manli & Wang, Junbo & Yang, Shanlin & Li, Qiang, 2024. "The driving effect of technological innovation on green development: From the perspective of efficiency," Energy Policy, Elsevier, vol. 188(C).
    33. Audretsch, David Bruce & Belitski, Maksim & Guerrero, Maribel, 2023. "Sustainable orientation management and institutional quality: Looking into European entrepreneurial innovation ecosystems," Technovation, Elsevier, vol. 124(C).
    34. Marie-Laure Allain & Emeric Henry & Margaret Kyle, 2016. "Competition and the Efficiency of Markets for Technology," Management Science, INFORMS, vol. 62(4), pages 1000-1019, April.
    35. Choi, Hyunhong & Woo, JongRoul, 2022. "Investigating emerging hydrogen technology topics and comparing national level technological focus: Patent analysis using a structural topic model," Applied Energy, Elsevier, vol. 313(C).
    36. Schauf, Magnus & Schwenen, Sebastian, 2021. "Mills of progress grind slowly? Estimating learning rates for onshore wind energy," Energy Economics, Elsevier, vol. 104(C).
    37. Liu, Weiwei & Tao, Yuan & Bi, Kexin, 2022. "Capturing information on global knowledge flows from patent transfers: An empirical study using USPTO patents," Research Policy, Elsevier, vol. 51(5).
    38. Li, Xin & Xie, Qianqian & Daim, Tugrul & Huang, Lucheng, 2019. "Forecasting technology trends using text mining of the gaps between science and technology: The case of perovskite solar cell technology," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 432-449.
    39. Zeng, Juying & Pagàn-Castaño, Esther & Ribeiro-Navarrete, Samuel, 2022. "Merits of Intercity Innovation Cooperation of Environment-friendly Patents for Environmental Regulation Efficiency," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    40. Kayla Stan & Graham A. Watt & Arturo Sanchez-Azofeifa, 2021. "Financial stability in response to climate change in a northern temperate economy," Nature Communications, Nature, vol. 12(1), pages 1-10, December.
    41. Allen H. Huang & Reuven Lehavy & Amy Y. Zang & Rong Zheng, 2018. "Analyst Information Discovery and Interpretation Roles: A Topic Modeling Approach," Management Science, INFORMS, vol. 64(6), pages 2833-2855, June.
    42. Guilherme M. Resende, 2020. "Measuring Micro- and Macro-Impacts of Regional Development Policies: The Case of the Northeast Regional Fund (FNE) Industrial Loans in Brazil, 2000–2006," Regional Studies, Taylor & Francis Journals, vol. 48(4), pages 646-664, July.
    43. Laurent R. Bergé & Iris Wanzenböck & Thomas Scherngell, 2017. "Centrality of regions in R&D networks: a new measurement approach using the concept of bridging paths," Regional Studies, Taylor & Francis Journals, vol. 51(8), pages 1165-1178, August.
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    1. Ding, Hongbing & Zhang, Panpan & Wang, Shiwei & Yang, Yan, 2026. "Hydrogen recirculation in proton exchange membrane fuel cell (PEMFC) systems considering homogeneous and heterogeneous condensation," Renewable Energy, Elsevier, vol. 259(C).

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