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Perumal Nallagownden

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#federated learning Open access Sep 2026

Adaptive intelligence in smart microgrids: a systematic review and comparative analysis of RL-based control, communication, and simulation frameworks

Abstract This article is framed as a systematic review with original illustrative benchmarking of reinforcement learning (RL) for smart microgrid (SMG) control, communication, and simulation-to-real deployment. Although prior surveys have reviewed RL for microgrid energy management, they have not jointly analyzed contr...

Niharika Singh, Kishu Gupta, Ashutosh Kumar Singh et al. · 0 citations

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