IDEAS home Printed from https://ideas.repec.org/a/eee/appene/v344y2023ics0306261923006074.html

Optimal operation scheduling of a PV-BESS-Electrolyzer system for hydrogen production and frequency regulation

Author

Listed:
  • Maluenda, Martín
  • Córdova, Samuel
  • Lorca, Álvaro
  • Negrete-Pincetic, Matías

Abstract

As the green hydrogen industry develops, hybrid renewable power supply configurations emerge as a solution to increasing electrolyzer load factor. In particular, solar photovoltaics (PV) paired with Battery Energy Storage Systems (BESS) will provide a suitable option for continuous power supply as their investment costs continue to decline during the next decade. An opportunity arises to use the plant’s energy resources to provide grid services without hindering hydrogen production. Motivated by this, this paper presents a chance-constrained stochastic model for the optimal operation scheduling of a PV-BESS-Electrolyzer system participating in energy and ancillary services markets. Scenarios are used to account for uncertainty in solar power availability and energy content of the frequency regulation signal, and a degradation model is included to properly consider the effect of repeated battery cycling. Computational experiments using PJM market data and a realistic time frame show the benefits of the proposed model, achieving 10.2% more profits than the deterministic benchmark problem, while maintaining low failure rates in the provision of the regulation service and a similar hydrogen production compared to an off-grid standalone operation.

Suggested Citation

  • Maluenda, Martín & Córdova, Samuel & Lorca, Álvaro & Negrete-Pincetic, Matías, 2023. "Optimal operation scheduling of a PV-BESS-Electrolyzer system for hydrogen production and frequency regulation," Applied Energy, Elsevier, vol. 344(C).
  • Handle: RePEc:eee:appene:v:344:y:2023:i:c:s0306261923006074
    DOI: 10.1016/j.apenergy.2023.121243
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0306261923006074
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.apenergy.2023.121243?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. Yu, Nanpeng & Foggo, Brandon, 2017. "Stochastic valuation of energy storage in wholesale power markets," Energy Economics, Elsevier, vol. 64(C), pages 177-185.
    2. Fasihi, Mahdi & Weiss, Robert & Savolainen, Jouni & Breyer, Christian, 2021. "Global potential of green ammonia based on hybrid PV-wind power plants," Applied Energy, Elsevier, vol. 294(C).
    3. Mah, Angel Xin Yee & Ho, Wai Shin & Hassim, Mimi H. & Hashim, Haslenda & Ling, Gabriel Hoh Teck & Ho, Chin Siong & Muis, Zarina Ab, 2021. "Optimization of a standalone photovoltaic-based microgrid with electrical and hydrogen loads," Energy, Elsevier, vol. 235(C).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Li, Zhihao & Xu, Yinliang, 2025. "Pricing balancing ancillary services for low-inertia power systems under uncertainty and nonconvexity," Applied Energy, Elsevier, vol. 377(PC).
    2. Engstam, Linus & Janke, Leandro & Sundberg, Cecilia & Nordberg, Åke, 2025. "Optimising power-to-gas integration with wastewater treatment and biogas: A techno-economic assessment of CO2 and by-product utilisation," Applied Energy, Elsevier, vol. 377(PB).
    3. Li, Fei & Wang, Dong & Guo, Hengdao & Liu, Zhan & Zhang, Jianhua & Lin, Zhifang, 2025. "Two-stage Distributionally robust optimization for hydrogen-IES participation in energy-carbon trading-frequency regulation ancillary services market," Energy, Elsevier, vol. 328(C).
    4. Chen, Yin & Chen, Yinyu & Zhou, Yue & Gan, Wei & Chen, Minwu & Chen, Xia, 2025. "Robust energy management of electrified railway traction substation providing secondary frequency regulation," Energy, Elsevier, vol. 335(C).
    5. Han, Xiaojuan & Li, Jiarong & Zhang, Zhewen, 2023. "Dynamic game optimization control for shared energy storage in multiple application scenarios considering energy storage economy," Applied Energy, Elsevier, vol. 350(C).
    6. Huang, Chunjun & Torres, José Luis Rueda & Zong, Yi & You, Shi & Jin, Xin, 2025. "A review of alkaline electrolyzer technology modeling and applications for decision-making optimization in energy systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 224(C).
    7. Čović, Nikolina & Pavić, Ivan & Pandžić, Hrvoje, 2024. "Multi-energy balancing services provision from a hybrid power plant: PV, battery, and hydrogen technologies," Applied Energy, Elsevier, vol. 374(C).
    8. Khosravi, Nima, 2025. "Enhancing operational efficiency through a control-based approach for hydrogen and battery energy storage systems integration in renewable energy networks," Renewable Energy, Elsevier, vol. 248(C).
    9. Kumar, Maneesh & Singh, Rhythm & Arora, Pratham & Bhosale, Amit, 2025. "An adaptive control strategy for DC–DC buck converter for a small-scale distributed green hydrogen production unit using SPV-battery-based off-grid system," Renewable Energy, Elsevier, vol. 255(C).
    10. Taslimi, Melika & Khosravi, Ali, 2025. "Flexibility and profitability in power-to-methanol plants: Integrating storage solutions and reserve market participation," Energy, Elsevier, vol. 327(C).
    11. Superchi, Francesco & Moustakis, Antonis & Pechlivanoglou, George & Bianchini, Alessandro, 2025. "On the importance of degradation modeling for the robust design of hybrid energy systems including renewables and storage," Applied Energy, Elsevier, vol. 377(PD).
    12. Chenrui Duanmu & Linjun Shi & Deping Jian & Renshan Ding & Yang Li & Feng Wu, 2024. "Optimized Battery Capacity Allocation Method for Wind Farms with Dual Operating Conditions," Sustainability, MDPI, vol. 16(9), pages 1-20, April.

    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. Chong, Cheng Tung & Fan, Yee Van & Lee, Chew Tin & Klemeš, Jiří Jaromír, 2022. "Post COVID-19 ENERGY sustainability and carbon emissions neutrality," Energy, Elsevier, vol. 241(C).
    2. Oyewo, Ayobami Solomon & Solomon, A.A. & Bogdanov, Dmitrii & Aghahosseini, Arman & Mensah, Theophilus Nii Odai & Ram, Manish & Breyer, Christian, 2021. "Just transition towards defossilised energy systems for developing economies: A case study of Ethiopia," Renewable Energy, Elsevier, vol. 176(C), pages 346-365.
    3. Ives, Matthew & Cesaro, Zac & Bramstoft, Rasmus & Bañares-Alcántara, René, 2023. "Facilitating deep decarbonization via sector coupling of green hydrogen and ammonia," INET Oxford Working Papers 2023-04, Institute for New Economic Thinking at the Oxford Martin School, University of Oxford.
    4. Abuzayed, A. & Pollitt, M. G. & Liebensteiner, M. & Hochgreb, S., 2025. "Exploring the Feasibility of Low-Carbon Fuel Blends in CCGTs for Deep Decarbonization of Power Systems," Cambridge Working Papers in Economics 2557, Faculty of Economics, University of Cambridge.
    5. Salmelin, Markus & Hyypiä, Jaakko & Satymov, Rasul & Galimova, Tansu & Talus, Kim & Karjunen, Hannu & Lassila, Jukka & Breyer, Christian, 2025. "Exploring the Shetland Islands’ potential as a green e-hydrogen export hub for Europe," Energy, Elsevier, vol. 339(C).
    6. Campion, Nicolas & Gutiérrez-Alvarez, Raúl & Bruce, José Tomás Figueroa & Münster, Marie, 2024. "The potential role of concentrated solar power for off-grid green hydrogen and ammonia production," Renewable Energy, Elsevier, vol. 236(C).
    7. Zhou, Jianguo & Xu, Zhongtian, 2023. "Optimal sizing design and integrated cost-benefit assessment of stand-alone microgrid system with different energy storage employing chameleon swarm algorithm: A rural case in Northeast China," Renewable Energy, Elsevier, vol. 202(C), pages 1110-1137.
    8. Li, Haoran & Jia, Ming & Ding, Rui & Li, Xinyi & Zhang, Zonghan & Zhang, Yanzhi, 2025. "An improved Kelvin-Helmholtz Rayleigh-Taylor (KH-RT) breakup model with wide fuel applicability based on data-driven techniques," Energy, Elsevier, vol. 334(C).
    9. Rezaei, Mostafa & Akimov, Alexandr & Gray, Evan MacA., 2024. "Techno-economics of renewable hydrogen export: A case study for Australia-Japan," Applied Energy, Elsevier, vol. 374(C).
    10. Lopez, Gabriel & Galimova, Tansu & Fasihi, Mahdi & Bogdanov, Dmitrii & Breyer, Christian, 2023. "Towards defossilised steel: Supply chain options for a green European steel industry," Energy, Elsevier, vol. 273(C).
    11. Wang, Shunchao, 2025. "Optimal sizing of Power-to-Ammonia plants: A stochastic two-stage mixed-integer programming approach," Energy, Elsevier, vol. 318(C).
    12. Al-Ghussain, Loiy & Lu, Zifeng & Alrbai, Mohammad & Al-Dahidi, Sameer & He, Xin & Elgowainy, Amgad & Wang, Michael, 2025. "Global techno-economic and life cycle greenhouse gas emissions assessment of solar and wind based renewable hydrogen production," Applied Energy, Elsevier, vol. 401(PA).
    13. Jesse Buchsbaum & Catherine Hausman & Johanna L Mathieu & Jing Peng, 2024. "Spillovers from ancillary services to wholesale energy markets," RAND Journal of Economics, RAND Corporation, vol. 55(1), pages 87-111, March.
    14. Zhao, Fei & Li, Yalou & Zhou, Xiaoxin & Wang, Dandan & Wei, Yawei & Li, Fang, 2023. "Co-optimization of decarbonized operation of coal-fired power plants and seasonal storage based on green ammonia co-firing," Applied Energy, Elsevier, vol. 341(C).
    15. Jean-Philippe Chancelier & Michel De Lara & Tanguy Lindegaard & François Pacaud & Teemu Pennanen & Ari-Pekka Perkkiö, 2026. "Optimal operation and valuation of electricity storage systems in intraday markets," Computational Management Science, Springer, vol. 23(1), pages 1-25, June.
    16. Xiong, Kang & Hu, Weihao & Cao, Di & Li, Sichen & Zhang, Guozhou & Liu, Wen & Huang, Qi & Chen, Zhe, 2023. "Coordinated energy management strategy for multi-energy hub with thermo-electrochemical effect based power-to-ammonia: A multi-agent deep reinforcement learning enabled approach," Renewable Energy, Elsevier, vol. 214(C), pages 216-232.
    17. Yan Lu & Bo Ning & Pengyun Geng & Yan Li & Jiajie Kong, 2025. "Research on the Current Status and Key Issues of China’s Green Electricity Trading Development," Energies, MDPI, vol. 18(7), pages 1-21, March.
    18. Andrea J. Boero & Kevin Kardux & Marina Kovaleva & Daniel A. Salas & Jacco Mooijer & Syed Mashruk & Michael Townsend & Kevin Rouwenhorst & Agustin Valera-Medina & Angel D. Ramirez, 2021. "Environmental Life Cycle Assessment of Ammonia-Based Electricity," Energies, MDPI, vol. 14(20), pages 1-20, October.
    19. Wen, Du & Aziz, Muhammad, 2022. "Techno-economic analyses of power-to-ammonia-to-power and biomass-to-ammonia-to-power pathways for carbon neutrality scenario," Applied Energy, Elsevier, vol. 319(C).
    20. Uzair Jamil & Joshua M. Pearce, 2025. "Regenerative Agrivoltaics: Integrating Photovoltaics and Regenerative Agriculture for Sustainable Food and Energy Systems," Sustainability, MDPI, vol. 17(11), pages 1-16, May.

    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:appene:v:344:y:2023:i:c:s0306261923006074. 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/wps/find/journaldescription.cws_home/405891/description#description .

    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.