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Enabling coordination in energy communities: A Digital Twin model

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  • Bâra, Adela
  • Oprea, Simona-Vasilica

Abstract

Starting from the EU vision for Energy Communities (EC), our purpose is to support them by proposing a Digital Twin (DT) that includes a bi-level optimization model to deliver coordination, economic, social, and environmental benefits to its members that can be quantified as Key Performance Indicators (KPI). The diversity of EC members from the size and interest perspectives leads us to consider a bi-level optimization model. It offers support to individual consumers/prosumers (first level) and coordination for EC (second level). This model is embedded into a DT that replicates the EC and the operation of individual entities such as consumers/prosumers and public assets. The DT is created as an automatic assistant with two components: iEMS – as a member's assistant and eEMS – as an EC assistant. These components optimize the schedule, generate bids for the Local Electricity Market (LEM) and control the flexible appliances of the participants to deal with deficits and surpluses. The DT receives input from EC members, LEM, metering system and improves the operation of the EC in a two-way continuous exchange data flow. Furthermore, it is a reliable framework to test and improve models, regulations and policies in emergent EC as DT provides alternatives regarding its functionalities: optimization, market operation, setting the clearing price, settlement, value sharing for distributing benefits, etc. It can be extended to support grid operators to design tariffs, testing regulation and offer additional energy services. The proposed DT model is tested within an EC case study, both on a seasonal and an annual basis. The average trading index on LEM is 0.6 during the summer and 0.3 during the winter months, while the Degree of Local Sufficiency (DLS) for the EC is 0.45 in summer and 0.28 in winter. Moreover, the proposed LFM model reduces the exchanges with the main grid by an average of 45 kW in summer, that represents almost 15% of the average exchange at peak hours.

Suggested Citation

  • Bâra, Adela & Oprea, Simona-Vasilica, 2024. "Enabling coordination in energy communities: A Digital Twin model," Energy Policy, Elsevier, vol. 184(C).
    • Handle: RePEc:eee:enepol:v:184:y:2024:i:c:s0301421523004950
    DOI: 10.1016/j.enpol.2023.113910
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    1. Yu, Wei & Patros, Panos & Young, Brent & Klinac, Elsa & Walmsley, Timothy Gordon, 2022. "Energy digital twin technology for industrial energy management: Classification, challenges and future," Renewable and Sustainable Energy Reviews, Elsevier, vol. 161(C).
    2. Ibrahim Abada, Andreas Ehrenmann, and Xavier Lambin, 2020. "On the Viability of Energy Communities," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1).
    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. Joanna Henzel & Łukasz Wróbel & Marcin Fice & Marek Sikora, 2022. "Energy Consumption Forecasting for the Digital-Twin Model of the Building," Energies, MDPI, vol. 15(12), pages 1-21, June.
    5. Gjorgievski, Vladimir Z. & Cundeva, Snezana & Georghiou, George E., 2021. "Social arrangements, technical designs and impacts of energy communities: A review," Renewable Energy, Elsevier, vol. 169(C), pages 1138-1156.
    6. Agustín Zaballos & Alan Briones & Alba Massa & Pol Centelles & Víctor Caballero, 2020. "A Smart Campus’ Digital Twin for Sustainable Comfort Monitoring," Sustainability, MDPI, vol. 12(21), pages 1-33, November.
    7. Anne-Lorene Vernay & Carine Sebi, 2020. "Energy communities and their ecosystems A comparison of France and the Netherlands," Post-Print hal-02987790, HAL.
    8. Qin, Jun & Jiang, Hou & Lu, Ning & Yao, Ling & Zhou, Chenghu, 2022. "Enhancing solar PV output forecast by integrating ground and satellite observations with deep learning," Renewable and Sustainable Energy Reviews, Elsevier, vol. 167(C).
    9. Boulogiorgou, D. & Ktenidis, P., 2020. "TILOS local scale Technology Innovation enabling low carbon energy transition," Renewable Energy, Elsevier, vol. 146(C), pages 397-403.
    10. You, Minglei & Wang, Qian & Sun, Hongjian & Castro, Iván & Jiang, Jing, 2022. "Digital twins based day-ahead integrated energy system scheduling under load and renewable energy uncertainties," Applied Energy, Elsevier, vol. 305(C).
    11. Spinti, Jennifer P. & Smith, Philip J. & Smith, Sean T., 2022. "Atikokan Digital Twin: Machine learning in a biomass energy system," Applied Energy, Elsevier, vol. 310(C).
    12. Gährs, Swantje & Knoefel, Jan, 2020. "Stakeholder demands and regulatory framework for community energy storage with a focus on Germany," Energy Policy, Elsevier, vol. 144(C).
    13. Özgür Yildiz & Boris Gotchev & Lars Holstenkamp & Jakob R. Müller & Jörg Radtke & Laura Welle, 2019. "Consumer (Co-)Ownership in Renewables in Germany," Springer Books, in: Jens Lowitzsch (ed.), Energy Transition, chapter 13, pages 271-293, Springer.
    14. Abada, Ibrahim & Ehrenmann, Andreas & Lambin, Xavier, 2020. "Unintended consequences: The snowball effect of energy communities," Energy Policy, Elsevier, vol. 143(C).
    15. Vernay, Anne-Lorène & Sebi, Carine, 2020. "Energy communities and their ecosystems: A comparison of France and the Netherlands," Technological Forecasting and Social Change, Elsevier, vol. 158(C).
    16. Lv, Zhihan & Cheng, Chen & Lv, Haibin, 2023. "Digital twins for secure thermal energy storage in building," Applied Energy, Elsevier, vol. 338(C).
    17. Heldeweg, Michiel A. & Séverine Saintier,, 2020. "Renewable energy communities as ‘socio-legal institutions’: A normative frame for energy decentralization?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 119(C).
    18. Oprea, Simona-Vasilica & Bâra, Adela, 2021. "Devising a trading mechanism with a joint price adjustment for local electricity markets using blockchain. Insights for policy makers," Energy Policy, Elsevier, vol. 152(C).
    19. Siddharth Sareen & Douglas Baillie & Jürgen Kleinwächter, 2018. "Transitions to Future Energy Systems: Learning from a Community Test Field," Sustainability, MDPI, vol. 10(12), pages 1-14, November.
    20. Roby, Helen & Dibb, Sally, 2019. "Future pathways to mainstreaming community energy," Energy Policy, Elsevier, vol. 135(C).
    21. Lüth, Alexandra & Zepter, Jan Martin & Crespo del Granado, Pedro & Egging, Ruud, 2018. "Local electricity market designs for peer-to-peer trading: The role of battery flexibility," Applied Energy, Elsevier, vol. 229(C), pages 1233-1243.
    22. Brummer, Vasco, 2018. "Community energy – benefits and barriers: A comparative literature review of Community Energy in the UK, Germany and the USA, the benefits it provides for society and the barriers it faces," Renewable and Sustainable Energy Reviews, Elsevier, vol. 94(C), pages 187-196.
    23. Rafaela Bortolini & Raul Rodrigues & Hamidreza Alavi & Luisa Felix Dalla Vecchia & Núria Forcada, 2022. "Digital Twins’ Applications for Building Energy Efficiency: A Review," Energies, MDPI, vol. 15(19), pages 1-17, September.
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