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Author

Cheng Yang

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#edge computing Review Open access Aug 2026

LLM-Enabled Cloud-Edge PIoT for Low-Carbon Energy Services: A Review of Virtual Power Plants, Digital Twins, and Demand Response

This review examines how large language models can be introduced into the power internet of things without shifting them into the role of direct grid control agents and evaluates intelligent inspection, digital-twin assistance, virtual power plants, demand response, and load forecasting through an explicit evidence-mat...

Chao He, Yun-Jie Su, Si-Rui Zhang et al. · 0 citations

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