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M. Sampath

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Conference Aug 2026

Reinforcement Learning-Based Energy Management for Aggregators Under Network Constraints

High penetration of distributed energy resources(DERs), particularly residential solar photovoltaic(PV) systems and battery energy storage systems(BESS), introduces operational challenges in low-voltage distribution networks, including voltage fluctuations, peak-demand issues, and underutilization of renewable energy....

Kavishka Lakshan, Niyumi Nethmanthi, Imasha Lankanayake et al. · 0 citations

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