Author

Zheng Shi

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Open access Jul 2026

Safety-Constrained Deep Reinforcement Learning for Source–Load–Storage Coordinated Operation of Green Low-Carbon Data Centers

A safety-constrained deep reinforcement learning framework for source–load–storage coordinated operation of a grid-connected green data center and shows how separating reward learning, cumulative safety pricing, and one-step engineering projection changes low-carbon dispatch within the specified model.

Zheng Shi, Min Xu, Ziyu Fu et al. · Energies · 0 citations