Coordinated control of multiple converters in model-free AC/DC distribution networks based on reinforcement learning

Coordinated control of multiple converters in model-free AC/DC distribution networks based on reinforcement learning

Taking into account the challenges of obtaining accurate physical parameters and uncertainties arising from the integration of a large number of sources and loads, this paper proposes a real-time voltage control method for AC/DC distribution networks. The method utilizes model-free generation and co...

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Bibliographic Details
Main Authors: Qianyu Zhao, Zhaoyang Han, Shouxiang Wang, Yichao Dong, Guangchao Qian
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-06-01
Series:Frontiers in Energy Research
Subjects:
AC/DC distribution networks
voltage control
multi-agent soft actor critic
centralized training
markov decision process
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2023.1202701/full

Internet

https://www.frontiersin.org/articles/10.3389/fenrg.2023.1202701/full

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