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A comparative analysis of optimizing hydrogen and battery shared energy storage in hybrid power generation systems

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  • Song, Xiaoling
  • Gao, Peiao
  • Zhang, Jiale
  • Zhao, Chuandang
  • Zhang, Zhe

Abstract

The global transition toward low-carbon energy systems has motivated shared energy storage (SES) as a critical solution for sustainable and resilient cities. However, integrating diverse storage technologies, such as batteries and hydrogen, involves complex techno-economic trade-offs. To address this challenge, this study proposes an integrated planning and operation framework for SES within energy systems under high renewable energy sources (RES) penetration, incorporating multiple storage technologies. A multi-objective optimization model is developed to simultaneously minimize total annualized system costs and maximize RES penetration ratio, while enabling flexible connections between renewable energy generation and storage facilities. Comparatively, the model evaluates battery energy storage and hydrogen storage systems in parallel, with hydrogen market participation included to enhance operational flexibility. Numerical case studies, conducted with an investment budget limit of 3 billion CNY (about 418 million USD), show that battery energy storage is more cost-effective when the RES penetration ratio exceeds 75 %. In contrast, hydrogen storage is economically feasible only when the penetration ratio is below 70 %, mainly due to energy losses in electrolyzers and fuel cells. Sensitivity analysis reveals that hydrogen storage becomes more cost-competitive than battery energy storage when hydrogen prices exceed 49 CNY/kg (around 6.83 USD/kg). Moreover, improving the efficiency of electrolyzers and fuel cells could narrow the competitiveness gap between these technologies. These findings provide valuable insights for policymakers and system operators in deploying SES systems based on local RES availability and market conditions.

Suggested Citation

  • Song, Xiaoling & Gao, Peiao & Zhang, Jiale & Zhao, Chuandang & Zhang, Zhe, 2026. "A comparative analysis of optimizing hydrogen and battery shared energy storage in hybrid power generation systems," Applied Energy, Elsevier, vol. 402(PC).
    • Handle: RePEc:eee:appene:v:402:y:2026:i:pc:s0306261925017416
    DOI: 10.1016/j.apenergy.2025.127011
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    1. Zhi Chen & Melvyn Sim & Peng Xiong, 2020. "Robust Stochastic Optimization Made Easy with RSOME," Management Science, INFORMS, vol. 66(8), pages 3329-3339, August.
    2. Hafiz, Faeza & Rodrigo de Queiroz, Anderson & Fajri, Poria & Husain, Iqbal, 2019. "Energy management and optimal storage sizing for a shared community: A multi-stage stochastic programming approach," Applied Energy, Elsevier, vol. 236(C), pages 42-54.
    3. Walker, Awnalisa & Kwon, Soongeol, 2021. "Analysis on impact of shared energy storage in residential community: Individual versus shared energy storage," Applied Energy, Elsevier, vol. 282(PA).
    4. Song, Xiaoling & Zhang, Huqing & Fan, Lurong & Zhang, Zhe & Peña-Mora, Feniosky, 2023. "Planning shared energy storage systems for the spatio-temporal coordination of multi-site renewable energy sources on the power generation side," Energy, Elsevier, vol. 282(C).
    5. Vulic, Natasa & Rüdisüli, Martin & Orehounig, Kristina, 2023. "Evaluating energy flexibility requirements for high shares of variable renewable energy: A heuristic approach," Energy, Elsevier, vol. 270(C).
    6. Wang, Hongye & Su, Bin & Mu, Hailin & Li, Nan & Gui, Shusen & Duan, Ye & Jiang, Bo & Kong, Xue, 2020. "Optimal way to achieve renewable portfolio standard policy goals from the electricity generation, transmission, and trading perspectives in southern China," Energy Policy, Elsevier, vol. 139(C).
    7. Chen, Changming & Zhu, Yongqing & Zhang, Tianhan & Li, Qingsheng & Li, Zhen & Liang, Hongle & Liu, Chang & Ma, Yuanqian & Lin, Zhenzhi & Yang, Li, 2023. "Two-stage multiple cooperative games-based joint planning for shared energy storage provider and local integrated energy systems," Energy, Elsevier, vol. 284(C).
    8. Uddin, Moslem & Romlie, Mohd Fakhizan & Abdullah, Mohd Faris & Abd Halim, Syahirah & Abu Bakar, Ab Halim & Chia Kwang, Tan, 2018. "A review on peak load shaving strategies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 3323-3332.
    9. Du, Sipeng & Wu, Di & Dai, Zhong & Li, Guiqiang & Lahaxibai, Shala, 2023. "Regional collaborative planning equipped with shared energy storage under multi-time scale rolling optimisation method," Energy, Elsevier, vol. 277(C).
    10. Dai, Bin & Wang, Honglei & Li, Bin & Li, Chengjiang & Tan, Zhukui, 2024. "Capacity model and optimal scheduling strategy of multi-microgrid based on shared energy storage," Energy, Elsevier, vol. 306(C).
    11. Jia, Jiandong & Li, Haiqiao & Wu, Di & Guo, Jiacheng & Jiang, Leilei & Fan, Zeming, 2024. "Multi-objective optimization study of regional integrated energy systems coupled with renewable energy, energy storage, and inter-station energy sharing," Renewable Energy, Elsevier, vol. 225(C).
    12. Zhou, Siyu & Han, Yang & Zalhaf, Amr S. & Chen, Shuheng & Zhou, Te & Yang, Ping & Elboshy, Bahaa, 2023. "A novel multi-objective scheduling model for grid-connected hydro-wind-PV-battery complementary system under extreme weather: A case study of Sichuan, China," Renewable Energy, Elsevier, vol. 212(C), pages 818-833.
    13. Huaguang Yan & Wenda Zhang & Jiandong Kang & Tiejiang Yuan, 2023. "The Necessity and Feasibility of Hydrogen Storage for Large-Scale, Long-Term Energy Storage in the New Power System in China," Energies, MDPI, vol. 16(13), pages 1-21, June.
    14. Rasmus Magni Johannsen & Poul Alberg Østergaard & David Maya-Drysdale & Louise Krog Elmegaard Mouritsen, 2021. "Designing Tools for Energy System Scenario Making in Municipal Energy Planning," Energies, MDPI, vol. 14(5), pages 1-17, March.
    15. Bian, Yifan & Xie, Lirong & Ye, Jiahao & Ma, Lan & Cui, Chuanshi, 2024. "Peer-to-peer energy sharing model considering multi-objective optimal allocation of shared energy storage in a multi-microgrid system," Energy, Elsevier, vol. 288(C).
    16. Ahmadi, Pouria & Raeesi, Mehrdad & Changizian, Sina & Teimouri, Aidin & Khoshnevisan, Alireza, 2022. "Lifecycle assessment of diesel, diesel-electric and hydrogen fuel cell transit buses with fuel cell degradation and battery aging using machine learning techniques," Energy, Elsevier, vol. 259(C).
    17. Huang, Pei & Sun, Yongjun & Lovati, Marco & Zhang, Xingxing, 2021. "Solar-photovoltaic-power-sharing-based design optimization of distributed energy storage systems for performance improvements," Energy, Elsevier, vol. 222(C).
    18. Hadidian Moghaddam, Mohammad Jafar & Kalam, Akhtar & Nowdeh, Saber Arabi & Ahmadi, Abdollah & Babanezhad, Manoochehr & Saha, Sajeeb, 2019. "Optimal sizing and energy management of stand-alone hybrid photovoltaic/wind system based on hydrogen storage considering LOEE and LOLE reliability indices using flower pollination algorithm," Renewable Energy, Elsevier, vol. 135(C), pages 1412-1434.
    19. Xie, Yulong & Li, Lee & Hou, Tianyu & Luo, Kang & Xu, Zhenyu & Dai, Mingcheng & Zhang, Lixiong, 2024. "Shared energy storage configuration in distribution networks: A multi-agent tri-level programming approach," Applied Energy, Elsevier, vol. 372(C).
    20. Schill, Wolf-Peter & Zerrahn, Alexander, 2018. "Long-run power storage requirements for high shares of renewables: Results and sensitivities," Renewable and Sustainable Energy Reviews, Elsevier, vol. 83(C), pages 156-171.
    21. Ma, Mingtao & Huang, Huijun & Song, Xiaoling & Peña-Mora, Feniosky & Zhang, Zhe & Chen, Jie, 2022. "Optimal sizing and operations of shared energy storage systems in distribution networks: A bi-level programming approach," Applied Energy, Elsevier, vol. 307(C).
    22. Li, Xiaozhu & Chen, Laijun & Sun, Fan & Hao, Yibo & Du, Xili & Mei, Shenwei, 2023. "Share or not share, the analysis of energy storage interaction of multiple renewable energy stations based on the evolution game," Renewable Energy, Elsevier, vol. 208(C), pages 679-692.
    23. Shi, Mengshu & Huang, Yuansheng & Lin, Hongyu, 2023. "Research on power to hydrogen optimization and profit distribution of microgrid cluster considering shared hydrogen storage," Energy, Elsevier, vol. 264(C).
    24. Cheng, Haoran & Xia, Yanghong & Hu, Zhiyuan & Wei, Wei, 2024. "Optimum pulse electrolysis for efficiency enhancement of hydrogen production by alkaline water electrolyzers," Applied Energy, Elsevier, vol. 358(C).
    25. Foslie, Sverre Stefanussen & Knudsen, Brage Rugstad & Korpås, Magnus, 2023. "Integrated design and operational optimization of energy systems in dairies," Energy, Elsevier, vol. 281(C).
    26. Nielsen, Steffen & Østergaard, Poul Alberg & Sperling, Karl, 2023. "Renewable energy transition, transmission system impacts and regional development – a mismatch between national planning and local development," Energy, Elsevier, vol. 278(PA).
    27. Zhang, Shixu & Li, Yaowang & Du, Ershun & Fan, Chuan & Wu, Zhenlong & Yao, Yong & Liu, Lurao & Zhang, Ning, 2023. "A review and outlook on cloud energy storage: An aggregated and shared utilizing method of energy storage system," Renewable and Sustainable Energy Reviews, Elsevier, vol. 185(C).
    28. Li, Qi & Xiao, Xukang & Pu, Yuchen & Luo, Shuyu & Liu, Hong & Chen, Weirong, 2023. "Hierarchical optimal scheduling method for regional integrated energy systems considering electricity-hydrogen shared energy," Applied Energy, Elsevier, vol. 349(C).
    29. Han, Xiaojuan & Wang, Zuran & Li, Haoyu & Liu, Muran, 2025. "Cooperative game robust optimization control for wind-solar-shared energy storage integrated system based on dual-settlement mode and multiple uncertainties," Applied Energy, Elsevier, vol. 378(PA).
    30. Jiang, Haiyang & Lan, Xinyao & Wei, Hongyi & Du, Ershun & Wang, Yating & Strbac, Goran & Zhang, Ning, 2025. "Techno-economic evaluation of seasonal energy storage in the electric-hydrogen-heating energy system," Energy, Elsevier, vol. 319(C).
    31. Hlalele, Thabo G. & Naidoo, Raj M. & Bansal, Ramesh C. & Zhang, Jiangfeng, 2020. "Multi-objective stochastic economic dispatch with maximal renewable penetration under renewable obligation," Applied Energy, Elsevier, vol. 270(C).
    32. Dong, Zeyuan & Zhang, Zhao & Huang, Minghui & Yang, Shaorong & Zhu, Jun & Zhang, Meng & Chen, Dongjiu, 2024. "Research on day-ahead optimal dispatching of virtual power plants considering the coordinated operation of diverse flexible loads and new energy," Energy, Elsevier, vol. 297(C).
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