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Author

Lu Chen

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#reinforcement learning Open access Oct 2026

A Hybrid Model‐Data‐Driven Scheduling Strategy for Vehicle‐to‐Grid Interaction Based on Virtual Power Plant Coordination

Electric vehicles (EVs) have experienced vigorous development in recent years. However, their large‐scale integration into the power grid presents challenges related to the ‘curse of dimensionality’ and uncertainties, making it difficult to balance rapid grid demand response with the interests of EV users. To overcome...

Lu Chen, Xiao-Na Lv, Jin-Hu Fang et al. · 0 citations
Open access Jul 2026

Expert-guided optimization for load transfer in distribution networks assisted by virtual power plants

Simulation results demonstrate that the proposed expert-guided and virtual power plant (VPP)-assisted load transfer optimization framework achieves faster service restoration, higher load recovery ratios, and significantly fewer voltage violation events than conventional reinforcement learning approaches.

Lu Chen, Jinhu Fang, Xiaona Lv et al. · 0 citations

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