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Ji-Ru Jiang

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Open access Oct 2026

Constraint-Guided Reinforcement Learning for Microgrid Energy Storage Scheduling Motivated by Virtual Power Plant Applications

The increasing integration of renewable energy and energy storage systems presents challenges for microgrid scheduling under uncertain operating conditions and multiple operational constraints. Conventional reinforcement learning methods may generate infeasible actions, while direct safety clipping can create inconsist...

Jiang-Nan Li, Ji-Ru Jiang, Ming-Yu Ou et al. · 0 citations

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