Deep reinforcement learning based topology-aware voltage regulation of distribution networks with distributed energy storage

Applied Energy（2023）

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摘要

•A dynamic topology clustering method is proposed.•Optimal voltage regulation is formulated as a Des-POMDP problem.•The proposed voltage regulation algorithm can adapt topology changes.

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关键词

Voltage regulation,Distributed energy storage,Optimal operation of distribution networks,Topology-aware capability,Deep reinforcement learning

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