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Theses

Gestion multi-agents des smart grids intégrant un système de stockage : cas résidentiel

Abstract : This thesis focuses on the decentralized management using multi-agent systems of energy, including renewable energy sources, in the smart grid context. Our research aims to minimize consumers’ energy bills by answering two key challenges: (1) handle the problem of intermittency of renewable energy sources; (2) reduce energy losses. To overcome the problem of renewable resources intermittency and in order to minimize energy costs even during peak hours, we integrated an intelligent storage system. To this end, we propose many algorithms in order to use intelligent storage systems and multi-agent negotiation algorithm to reduce energy cost while maintaining a minimal discharge rate of the battery and minimal energy loss. The validation of our contributions has shown that our proposals respond to the identified challenges, including reducing the cost of energy for consumers, in comparison to the state of the art.
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Submitted on : Wednesday, December 18, 2019 - 4:08:08 PM
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  • HAL Id : tel-02418250, version 1

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Joelle Klaimi. Gestion multi-agents des smart grids intégrant un système de stockage : cas résidentiel. Energie électrique. Université de Technologie de Troyes; Université libanaise, 2017. Français. ⟨NNT : 2017TROY0006⟩. ⟨tel-02418250⟩

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