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[pdf] This research presents an adaptive energy management approach for grid‐interactive microgrids. The DC microgrid is established by combining solar PV with a battery‐supercapacitor (SC) hybrid energy storage system (HESS). Unlike traditional approaches, our proposed system leverages advanced DRL algorithms including Deep Q-Networks (DQN), Proximal Policy Optimization (PPO), and. . Microgrids ofer an optimistic solution for delivering electricity to remote regions and incorporating renewable energy into existing power systems.
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