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R. Kalpana

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Sep 2026

Energy efficient distributed control of IoT-based solar microgrids through digital twin and multi-agent intelligence

An energy efficient cyber-resilient control framework for solar microgrids equipped with the IoT using Hierarchical Multi-Agent Reinforcement Learning, Federated Evolutionary Optimization, and Digital Twin-assisted predictive intelligence to achieve the secure, intelligent, and energy efficient functioning of next-gene...

Yuvaraj Mariappan, R. Kalpana, N. M. Kumar et al. · 0 citations

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