IDEAS home Printed from https://ideas.repec.org/a/eee/renene/v253y2025ics0960148125011115.html

Operation strategy optimization of wind hydrogen electrolysis system considering degradation and price fluctuation

Author

Listed:
  • Ao, Yunjin
  • Zhu, Liya
  • Xu, Yanyan
  • Li, Weizhuo
  • Zhao, Kai
  • Yu, Yinsheng

Abstract

To maximize the profit of the on-grid wind-hydrogen conversion system, an adaptive operating strategy optimization method based on mixed-integer linear programming (MILP) is proposed and verified in this study. The electrolyzer state transition model is applied to describe the production, standby, and shutdown states, thus the algorithm can arrange the electrolyzer operation adaptively without human intervention. The dynamic degradation model is integrated in the algorithm, which is correlated to the operating condition of the alkaline electrolyzer (AE), including load fluctuation and stop-start circles. The proposed method is verified in 4 typical scenarios of different seasons, where the wind power and electricity price fluctuation modes are totally different. The operation corresponds well with the ideal situation. The electrolysis system is set to full load when the electricity price is low to produce the most hydrogen. On the contrary, when the electricity is high, the power of the electrolysis system is turned low and even stopped, to sell as much electricity as possible to the grid. The standby and shutdown modes of the electrolyzer can be automatically chosen according to the stop duration, thus saving maintenance costs. Compared to the fixed load strategy, the proposed optimization method can increase the system profit by 2.32–5.26 percent.

Suggested Citation

  • Ao, Yunjin & Zhu, Liya & Xu, Yanyan & Li, Weizhuo & Zhao, Kai & Yu, Yinsheng, 2025. "Operation strategy optimization of wind hydrogen electrolysis system considering degradation and price fluctuation," Renewable Energy, Elsevier, vol. 253(C).
  • Handle: RePEc:eee:renene:v:253:y:2025:i:c:s0960148125011115
    DOI: 10.1016/j.renene.2025.123449
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960148125011115
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.renene.2025.123449?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Lu, Xin & Qiu, Jing & Lei, Gang & Zhu, Jianguo, 2022. "Scenarios modelling for forecasting day-ahead electricity prices: Case studies in Australia," Applied Energy, Elsevier, vol. 308(C).
    2. Lin, Haiyang & Wu, Qiuwei & Chen, Xinyu & Yang, Xi & Guo, Xinyang & Lv, Jiajun & Lu, Tianguang & Song, Shaojie & McElroy, Michael, 2021. "Economic and technological feasibility of using power-to-hydrogen technology under higher wind penetration in China," Renewable Energy, Elsevier, vol. 173(C), pages 569-580.
    3. Zheng, Yi & You, Shi & Bindner, Henrik W. & Münster, Marie, 2022. "Optimal day-ahead dispatch of an alkaline electrolyser system concerning thermal–electric properties and state-transitional dynamics," Applied Energy, Elsevier, vol. 307(C).
    4. Rezaei, Mostafa & Naghdi-Khozani, Nafiseh & Jafari, Niloofar, 2020. "Wind energy utilization for hydrogen production in an underdeveloped country: An economic investigation," Renewable Energy, Elsevier, vol. 147(P1), pages 1044-1057.
    5. Pang, Yi & Pan, Lei & Zhang, Jingmei & Chen, Jianwei & Dong, Yan & Sun, Hexu, 2022. "Integrated sizing and scheduling of an off-grid integrated energy system for an isolated renewable energy hydrogen refueling station," Applied Energy, Elsevier, vol. 323(C).
    6. Li, Yangyang & Deng, Xintao & Zhang, Tao & Liu, Shenghui & Song, Lingjun & Yang, Fuyuan & Ouyang, Minggao & Shen, Xiaojun, 2023. "Exploration of the configuration and operation rule of the multi-electrolyzers hybrid system of large-scale alkaline water hydrogen production system," Applied Energy, Elsevier, vol. 331(C).
    7. Zhang, Hong & Yuan, Tiejiang, 2022. "Optimization and economic evaluation of a PEM electrolysis system considering its degradation in variable-power operations," Applied Energy, Elsevier, vol. 324(C).
    8. Zheng, Yi & You, Shi & Huang, Chunjun & Jin, Xin, 2023. "Model-based economic analysis of off-grid wind/hydrogen systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 187(C).
    9. Mohammadi, Amin & Mehrpooya, Mehdi, 2018. "A comprehensive review on coupling different types of electrolyzer to renewable energy sources," Energy, Elsevier, vol. 158(C), pages 632-655.
    10. Schrotenboer, Albert H. & Veenstra, Arjen A.T. & uit het Broek, Michiel A.J. & Ursavas, Evrim, 2022. "A Green Hydrogen Energy System: Optimal control strategies for integrated hydrogen storage and power generation with wind energy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 168(C).
    11. Papakonstantinou, Georgios & Algara-Siller, Gerardo & Teschner, Detre & Vidaković-Koch, Tanja & Schlögl, Robert & Sundmacher, Kai, 2020. "Degradation study of a proton exchange membrane water electrolyzer under dynamic operation conditions," Applied Energy, Elsevier, vol. 280(C).
    12. Bhandari, Ramchandra & Shah, Ronak Rakesh, 2021. "Hydrogen as energy carrier: Techno-economic assessment of decentralized hydrogen production in Germany," Renewable Energy, Elsevier, vol. 177(C), pages 915-931.
    13. Mazzeo, Domenico & Herdem, Münür Sacit & Matera, Nicoletta & Wen, John Z., 2022. "Green hydrogen production: Analysis for different single or combined large-scale photovoltaic and wind renewable systems," Renewable Energy, Elsevier, vol. 200(C), pages 360-378.
    14. Abadie, Luis Mª & Chamorro, José M., 2023. "Investment in wind-based hydrogen production under economic and physical uncertainties," Applied Energy, Elsevier, vol. 337(C).
    15. Rogeau, Antoine & Vieubled, Julien & de Coatpont, Matthieu & Affonso Nobrega, Pedro & Erbs, Guillaume & Girard, Robin, 2023. "Techno-economic evaluation and resource assessment of hydrogen production through offshore wind farms: A European perspective," Renewable and Sustainable Energy Reviews, Elsevier, vol. 187(C).
    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. Wang, Xiongzheng & Meng, Xin & Nie, Gongzhe & Li, Binghui & Yang, Haoran & He, Mingzhi, 2024. "Optimization of hydrogen production in multi-Electrolyzer systems: A novel control strategy for enhanced renewable energy utilization and Electrolyzer lifespan," Applied Energy, Elsevier, vol. 376(PB).
    2. Superchi, Francesco & Papi, Francesco & Mannelli, Andrea & Balduzzi, Francesco & Ferro, Francesco Maria & Bianchini, Alessandro, 2023. "Development of a reliable simulation framework for techno-economic analyses on green hydrogen production from wind farms using alkaline electrolyzers," Renewable Energy, Elsevier, vol. 207(C), pages 731-742.
    3. Wang, Jing & Kang, Lixia & Liu, Yongzhong, 2024. "Optimal design of a renewable hydrogen production system by coordinating multiple PV arrays and multiple electrolyzers," Renewable Energy, Elsevier, vol. 225(C).
    4. Han, Li & Wang, Shiqi & Cheng, Yingjie & Chen, Shuo & Wang, Xiaojing, 2024. "Multi-timescale scheduling of an integrated electric-hydrogen energy system with multiple types of electrolysis cells operating in concert with fuel cells," Energy, Elsevier, vol. 307(C).
    5. Kourougianni, Fanourios & Arsalis, Alexandros & Olympios, Andreas V. & Yiasoumas, Georgios & Konstantinou, Charalampos & Papanastasiou, Panos & Georghiou, George E., 2024. "A comprehensive review of green hydrogen energy systems," Renewable Energy, Elsevier, vol. 231(C).
    6. Gallo, María Angélica & García Clúa, José Gabriel, 2023. "Sizing and analytical optimization of an alkaline water electrolyzer powered by a grid-assisted wind turbine to minimize grid power exchange," Renewable Energy, Elsevier, vol. 216(C).
    7. Qiu, Yiwei & Zhou, Buxiang & Zang, Tianlei & Zhou, Yi & Chen, Shi & Qi, Ruomei & Li, Jiarong & Lin, Jin, 2023. "Extended load flexibility of utility-scale P2H plants: Optimal production scheduling considering dynamic thermal and HTO impurity effects," Renewable Energy, Elsevier, vol. 217(C).
    8. Nasser, Mohamed & Al-Sharafi, Abdullah & Al-Buraiki, Abdulrahman S. & Yilbas, Bekir Sami & Khairy, Mohamed, 2025. "Hydrogen production via using hybrid renewable energy and waste fuels derived systems incorporating heat recovery and carbon capture measures," Applied Energy, Elsevier, vol. 401(PB).
    9. Zoghi, Mohammad & Hosseinzadeh, Nasser & Gharaie, Saleh & Zare, Ali, 2025. "4E comprehensive comparison and optimization of different renewable power sources for green hydrogen production," Renewable Energy, Elsevier, vol. 240(C).
    10. Oloore, Luqman E. & Adeoye, Abiodun E. & Alotaibi, Moteb & Alansi, Amani M. & Qasem, Naef A.A. & Qahtan, Talal F., 2026. "From theory to practice: Evolving methods and challenges in green hydrogen production," Renewable and Sustainable Energy Reviews, Elsevier, vol. 226(PB).
    11. Lu, Tianguang & Yi, Xinning & Li, Jing & Wu, Shaocong, 2025. "Collaborative planning of integrated hydrogen energy chain multi-energy systems: A review," Applied Energy, Elsevier, vol. 393(C).
    12. Dinh, Quang Vu & Dinh, Van Nguyen & Leahy, Paul G., 2025. "A diffusion model approach to forecast multi-sector demand growth for green hydrogen generated from offshore wind power," Renewable and Sustainable Energy Reviews, Elsevier, vol. 223(C).
    13. Wang, Jing & Ye, Kai & Kang, Lixia & Liu, Yongzhong, 2024. "Flexible design of renewable hydrogen production systems through identifying bottlenecks under uncertainty," Energy, Elsevier, vol. 311(C).
    14. Makhsoos, Ashkan & Kandidayeni, Mohsen & Boulon, Loïc & Pollet, Bruno G., 2023. "A comparative analysis of single and modular proton exchange membrane water electrolyzers for green hydrogen production- a case study in Trois-Rivières," Energy, Elsevier, vol. 282(C).
    15. Qi, Yunying & Xu, Xiao & Liu, Youbo & Pan, Li & Liu, Junyong & Hu, Weihao, 2024. "Intelligent energy management for an on-grid hydrogen refueling station based on dueling double deep Q network algorithm with NoisyNet," Renewable Energy, Elsevier, vol. 222(C).
    16. Raed Al-Rbaihat, 2025. "Sensitivity Analysis of a Hybrid PV-WT Hydrogen Production System via an Electrolyzer and Fuel Cell Using TRNSYS in Coastal Regions: A Case Study in Perth, Australia," Energies, MDPI, vol. 18(12), pages 1-32, June.
    17. Marek Jaszczur & Qusay Hassan & Aws Zuhair Sameen & Hayder M. Salman & Olushola Tomilayo Olapade & Szymon Wieteska, 2023. "Massive Green Hydrogen Production Using Solar and Wind Energy: Comparison between Europe and the Middle East," Energies, MDPI, vol. 16(14), pages 1-26, July.
    18. Jin, Rongsen & Hou, Peng & Qi, Yuanhang & Huang, Zili & Chen, Yongquan & Li, Hui & Cai, Xiaoqiang, 2025. "Joint planning of distribution and transmission system for offshore wind farms integrated with hydrogen production platforms," Applied Energy, Elsevier, vol. 398(C).
    19. Oussmou, Bouchra & Sigue, Samya & Abderafi, Souad, 2026. "Review of green hydrogen production technologies, to choose the optimal process of electrolysis-renewable energy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 225(C).
    20. Zou, Peng & Lin, Hongjian & Zou, Yongling & Zhou, Xianjie & Liu, Zhan & Duan, Xiongbo & Li, Yangyang & Chen, Jianqiang & Song, Yingying, 2026. "Dynamic scheduling of renewable-powered multi-electrolyzer systems for hydrogen production with simulated annealing optimization: a load balancing and efficiency enhancement approach," Renewable Energy, Elsevier, vol. 258(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    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:renene:v:253:y:2025:i:c:s0960148125011115. 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.journals.elsevier.com/renewable-energy .

    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.