Distributed reinforcement learning to coordinate current sharing and voltage restoration for islanded DC microgrid

Distributed reinforcement learning to coordinate current sharing and voltage restoration for islanded DC microgrid

Abstract A novel distributed reinforcement learning (DRL) strategy is proposed in this study to coordinate current sharing and voltage restoration in an islanded DC microgrid. Firstly, a reward function considering both equal proportional current sharing and cooperative voltage restoration is define...

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Bibliographic Details
Main Authors: Zifa LIU, Ya LUO, Ranqun ZHUO, Xianlin JIN
Format: Article
Language:English
Published: IEEE 2017-09-01
Series:Journal of Modern Power Systems and Clean Energy
Subjects:
Distributed reinforcement learning (DRL)
Distributed information discovery
DC microgrid
Local reward function
Online Access:http://link.springer.com/article/10.1007/s40565-017-0323-y

Internet

http://link.springer.com/article/10.1007/s40565-017-0323-y

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