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Modeling the energy community members’ willingness to change their behaviour with multi-agent systems: A stochastic approach

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  • Simoiu, Mircea Stefan
  • Fagarasan, Ioana
  • Ploix, Stéphane
  • Calofir, Vasile

Abstract

Collective actions in the context provided by energy communities and more sobriety from energy users could both represent a potential solution for significantly reducing carbon emissions in residential areas. However, research are needed to properly understand, model and simulate the collective behaviour of communities owning a PV plant with energy sharing mechanisms suggested by an European directive. In this context, we propose a multi-agent modeling framework for simulating energy communities that is built upon a stochastic interpretation of the willingness of energy users to modify their consumption. The proposed concept includes an intelligent decision support system that assists community members during their daily activities and provides optimal recommendations to minimise the collective net-energy-exchanged-with-the-grid. The paper includes a case study where we present the impact of different community configurations. We emphasize that a community with just 25% of enthusiastic members provides a significant decrease in net-energy-exchanged-with-the-grid comparing to the reference scenario.

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  • Simoiu, Mircea Stefan & Fagarasan, Ioana & Ploix, Stéphane & Calofir, Vasile, 2022. "Modeling the energy community members’ willingness to change their behaviour with multi-agent systems: A stochastic approach," Renewable Energy, Elsevier, vol. 194(C), pages 1233-1246.
    • Handle: RePEc:eee:renene:v:194:y:2022:i:c:p:1233-1246
    DOI: 10.1016/j.renene.2022.06.004
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    2. Muhammad Salman Shahid & Seun Osonuga & Nana Kofi Twum-Duah & Sacha Hodencq & Benoit Delinchant & Frédéric Wurtz, 2023. "An Assessment of Energy Flexibility Solutions from the Perspective of Low-Tech," Energies, MDPI, vol. 16(7), pages 1-29, April.
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    4. Tomin, Nikita & Shakirov, Vladislav & Kurbatsky, Victor & Muzychuk, Roman & Popova, Ekaterina & Sidorov, Denis & Kozlov, Alexandr & Yang, Dechang, 2022. "A multi-criteria approach to designing and managing a renewable energy community," Renewable Energy, Elsevier, vol. 199(C), pages 1153-1175.

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