IDEAS home Printed from https://ideas.repec.org/a/eee/appene/v334y2023ics0306261923000211.html
   My bibliography  Save this article

Modelling and optimal management of renewable energy communities using reversible solid oxide cells

Author

Listed:
  • Bianchi, F.R.
  • Bosio, B.
  • Conte, F.
  • Massucco, S.
  • Mosaico, G.
  • Natrella, G.
  • Saviozzi, M.

Abstract

The use of reversible solid oxide cells within a renewable energy community results a promising application which permits to balance the temporal mismatch between renewable energy production and users’ demand through hydrogen as energy vector. Differently from batteries and supercapacitors, this technology is characterized by a high stored energy density and a negligible daily self-discharge. Nevertheless, the system management is more complex requiring cell behaviour optimization and hydrogen storage control. Here this work proposes a control algorithm for reversible solid oxide cell operation coupled to renewable energy sources within a renewable energy community formed by an aggregation of fifteen residential customers. Based on forecasts of loads and renewable energy production, the proposed algorithm, a stochastic model predictive control, can optimize system operation aiming at economic benefit maximization. The transition between the fuel cell mode for power generation and the electrolysis mode for energy storage through hydrogen production was set considering the available renewable energy, the power demand of community members and the energy sell-back price in order to increase the auto-consumed amount as well as to favour the electricity exchange within the renewable energy community. Since the reversible solid oxide cell is the key-point in such a system, SIMFC-SIMEC (SIMulation of Fuel Cells and Electrolysis Cells), a physically based 2D model, allowed an effective prediction of cell behaviour deriving the efficiency of electricity and hydrogen production from local physicochemical feature and working parameter gradients on each stacked cell plane.

Suggested Citation

  • Bianchi, F.R. & Bosio, B. & Conte, F. & Massucco, S. & Mosaico, G. & Natrella, G. & Saviozzi, M., 2023. "Modelling and optimal management of renewable energy communities using reversible solid oxide cells," Applied Energy, Elsevier, vol. 334(C).
  • Handle: RePEc:eee:appene:v:334:y:2023:i:c:s0306261923000211
    DOI: 10.1016/j.apenergy.2023.120657
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0306261923000211
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.apenergy.2023.120657?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 search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. Parisio, Alessandra & Neil Jones, Colin, 2015. "A two-stage stochastic programming approach to employee scheduling in retail outlets with uncertain demand," Omega, Elsevier, vol. 53(C), pages 97-103.
    3. Sigurjonsson, Hafthor Ægir & Clausen, Lasse R., 2018. "Solution for the future smart energy system: A polygeneration plant based on reversible solid oxide cells and biomass gasification producing either electrofuel or power," Applied Energy, Elsevier, vol. 216(C), pages 323-337.
    4. Fiammetta Rita Bianchi & Barbara Bosio, 2021. "Operating Principles, Performance and Technology Readiness Level of Reversible Solid Oxide Cells," Sustainability, MDPI, vol. 13(9), pages 1-23, April.
    5. Fiammetta Rita Bianchi & Arianna Baldinelli & Linda Barelli & Giovanni Cinti & Emilio Audasso & Barbara Bosio, 2020. "Multiscale Modeling for Reversible Solid Oxide Cell Operation," Energies, MDPI, vol. 13(19), pages 1-16, September.
    6. Giuseppe Barone & Giovanni Brusco & Daniele Menniti & Anna Pinnarelli & Gaetano Polizzi & Nicola Sorrentino & Pasquale Vizza & Alessandro Burgio, 2020. "How Smart Metering and Smart Charging may Help a Local Energy Community in Collective Self-Consumption in Presence of Electric Vehicles," Energies, MDPI, vol. 13(16), pages 1-18, August.
    7. Paolo Di Giorgio & Umberto Desideri, 2016. "Potential of Reversible Solid Oxide Cells as Electricity Storage System," Energies, MDPI, vol. 9(8), pages 1-14, August.
    8. Lowitzsch, J. & Hoicka, C.E. & van Tulder, F.J., 2020. "Renewable energy communities under the 2019 European Clean Energy Package – Governance model for the energy clusters of the future?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 122(C).
    9. Anna Grignani & Michela Gozzellino & Alessandro Sciullo & Dario Padovan, 2021. "Community Cooperative: A New Legal Form for Enhancing Social Capital for the Development of Renewable Energy Communities in Italy," Energies, MDPI, vol. 14(21), pages 1-15, October.
    10. Paul, Biddyut & Andrews, John, 2017. "PEM unitised reversible/regenerative hydrogen fuel cell systems: State of the art and technical challenges," Renewable and Sustainable Energy Reviews, Elsevier, vol. 79(C), pages 585-599.
    11. Tzamalis, G. & Zoulias, E.I. & Stamatakis, E. & Varkaraki, E. & Lois, E. & Zannikos, F., 2011. "Techno-economic analysis of an autonomous power system integrating hydrogen technology as energy storage medium," Renewable Energy, Elsevier, vol. 36(1), pages 118-124.
    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. Huang, Chunjun & Strbac, Goran & Zong, Yi & You, Shi & Træholt, Chresten & Brandon, Nigel & Wang, Jiawei & Ameli, Hossein, 2024. "Modeling and optimal operation of reversible solid oxide cells considering heat recovery and mode switching dynamics in microgrids," Applied Energy, Elsevier, vol. 357(C).
    2. Razmi, Amir Reza & Hanifi, Amir Reza & Shahbakhti, Mahdi, 2023. "Design, thermodynamic, and economic analyses of a green hydrogen storage concept based on solid oxide electrolyzer/fuel cells and heliostat solar field," Renewable Energy, Elsevier, vol. 215(C).
    3. Manna, Carlo & Lahariya, Manu & Karami, Farzaneh & Develder, Chris, 2023. "A data-driven optimization framework for industrial demand-side flexibility," Energy, Elsevier, vol. 278(C).
    4. Shoaib Ahmed & Amjad Ali & Alessandro Ciocia & Antonio D’Angola, 2024. "Technological Elements behind the Renewable Energy Community: Current Status, Existing Gap, Necessity, and Future Perspective—Overview," Energies, MDPI, vol. 17(13), pages 1-40, June.
    5. Emanuele Cutore & Alberto Fichera & Rosaria Volpe, 2023. "A Roadmap for the Design, Operation and Monitoring of Renewable Energy Communities in Italy," Sustainability, MDPI, vol. 15(10), pages 1-26, May.
    6. Shoaib Ahmed & Amjad Ali & Antonio D’Angola, 2024. "A Review of Renewable Energy Communities: Concepts, Scope, Progress, Challenges, and Recommendations," Sustainability, MDPI, vol. 16(5), pages 1-34, February.

    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. Fiammetta Rita Bianchi & Barbara Bosio, 2021. "Operating Principles, Performance and Technology Readiness Level of Reversible Solid Oxide Cells," Sustainability, MDPI, vol. 13(9), pages 1-23, April.
    2. Roberto De Lotto & Calogero Micciché & Elisabetta M. Venco & Angelo Bonaiti & Riccardo De Napoli, 2022. "Energy Communities: Technical, Legislative, Organizational, and Planning Features," Energies, MDPI, vol. 15(5), pages 1-22, February.
    3. Di Silvestre, Maria Luisa & Ippolito, Mariano Giuseppe & Sanseverino, Eleonora Riva & Sciumè, Giuseppe & Vasile, Antony, 2021. "Energy self-consumers and renewable energy communities in Italy: New actors of the electric power systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 151(C).
    4. Luisa Losada-Puente & José Antonio Blanco & Adina Dumitru & Ioannis Sebos & Aggelos Tsakanikas & Ioanna Liosi & Stelios Psomas & Mariangela Merrone & Diego Quiñoy & Eduardo Rodríguez, 2023. "Cross-Case Analysis of the Energy Communities in Spain, Italy, and Greece: Progress, Barriers, and the Road Ahead," Sustainability, MDPI, vol. 15(18), pages 1-20, September.
    5. Roberto Spotorno & Fiammetta Rita Bianchi & Daniele Paravidino & Barbara Bosio & Paolo Piccardo, 2022. "Test and Modelling of Solid Oxide Fuel Cell Durability: A Focus on Interconnect Role on Global Degradation," Energies, MDPI, vol. 15(8), pages 1-19, April.
    6. Francesca Ceglia & Elisa Marrasso & Giovanna Pallotta & Carlo Roselli & Maurizio Sasso, 2022. "The State of the Art of Smart Energy Communities: A Systematic Review of Strengths and Limits," Energies, MDPI, vol. 15(9), pages 1-28, May.
    7. Eva Llera-Sastresa & José Ángel Gimeno & José Luis Osorio-Tejada & Pilar Portillo-Tarragona, 2023. "Effect of Sharing Schemes on the Collective Energy Self-Consumption Feasibility," Energies, MDPI, vol. 16(18), pages 1-17, September.
    8. Rocha, A. & Ferreira, R.B. & Falcão, D.S. & Pinto, A.M.F.R., 2023. "Experimental study on a unitized regenerative fuel cell operated in constant electrode mode: Effect of cell design and operating conditions," Renewable Energy, Elsevier, vol. 215(C).
    9. Radtke, Jörg & Scherhaufer, Patrick, 2022. "A social science perspective on conflicts in the energy transition: An introduction to the special issue," Utilities Policy, Elsevier, vol. 78(C).
    10. Zhu, Jianquan & Xia, Yunrui & Mo, Xiemin & Guo, Ye & Chen, Jiajun, 2021. "A bilevel bidding and clearing model incorporated with a pricing strategy for the trading of energy storage use rights," Energy, Elsevier, vol. 235(C).
    11. Leila Luttenberger Marić & Hrvoje Keko & Marko Delimar, 2022. "The Role of Local Aggregator in Delivering Energy Savings to Household Consumers," Energies, MDPI, vol. 15(8), pages 1-27, April.
    12. D'Adamo, Idiano & Mammetti, Marco & Ottaviani, Dario & Ozturk, Ilhan, 2023. "Photovoltaic systems and sustainable communities: New social models for ecological transition. The impact of incentive policies in profitability analyses," Renewable Energy, Elsevier, vol. 202(C), pages 1291-1304.
    13. Zhang, Zhonghao & Guo, Mengdi & Yu, Zhonghao & Yao, Siyue & Wang, Jin & Qiu, Diankai & Peng, Linfa, 2022. "A novel cooperative design with optimized flow field on bipolar plates and hybrid wettability gas diffusion layer for proton exchange membrane unitized regenerative fuel cell," Energy, Elsevier, vol. 239(PD).
    14. Zapata, Oscar, 2022. "Renewable Energy and Community Development," OSF Preprints tk59y, Center for Open Science.
    15. Myriam Caratù & Valerio Brescia & Ilaria Pigliautile & Paolo Biancone, 2023. "Assessing Energy Communities’ Awareness on Social Media with a Content and Sentiment Analysis," Sustainability, MDPI, vol. 15(8), pages 1-28, April.
    16. Olabi, A.G. & Wilberforce, Tabbi & Abdelkareem, Mohammad Ali, 2021. "Fuel cell application in the automotive industry and future perspective," Energy, Elsevier, vol. 214(C).
    17. Vitor Fernão Pires & Armando Pires & Armando Cordeiro, 2023. "DC Microgrids: Benefits, Architectures, Perspectives and Challenges," Energies, MDPI, vol. 16(3), pages 1-20, January.
    18. Fioriti, Davide & Frangioni, Antonio & Poli, Davide, 2021. "Optimal sizing of energy communities with fair revenue sharing and exit clauses: Value, role and business model of aggregators and users," Applied Energy, Elsevier, vol. 299(C).
    19. Fiammetta Rita Bianchi & Arianna Baldinelli & Linda Barelli & Giovanni Cinti & Emilio Audasso & Barbara Bosio, 2020. "Multiscale Modeling for Reversible Solid Oxide Cell Operation," Energies, MDPI, vol. 13(19), pages 1-16, September.
    20. Yun, Na, 2023. "Nexus among carbon intensity and natural resources utilization on economic development: Econometric analysis from China," Resources Policy, Elsevier, vol. 83(C).

    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:334:y:2023:i:c:s0306261923000211. 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.