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Yuanyuan Xu

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Open access Aug 2026

Hierarchical PPO–TD3 Energy Management for Renewable-Rich Microgrids with Safety-Filtered Action Projection

For renewable-rich microgrids, effective energy management is essential to improve economic efficiency and renewable-energy utilization while maintaining supply adequacy and network security. However, online dispatch remains challenging because variable renewable generation and demand must be coordinated under battery...

Yuanyuan Xu, Yi-Xin Lin, Shuhao Li et al. · 0 citations

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