A Multiagent Federated Reinforcement Learning Approach for Plug-In Electric Vehicle Fleet Charging Coordination in a Residential Community

A Multiagent Federated Reinforcement Learning Approach for Plug-In Electric Vehicle Fleet Charging Coordination in a Residential Community

The increasing penetration of distributed renewable energy and electric vehicles (EV) in local microgrids/residential-community has brought a great challenge to balancing system stability and economic benefits. This paper proposes a decentralized framework based on an efficient federated deep reinfo...

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Bibliographic Details
Main Authors: Yunfei Chu, Zhinong Wei, Xicheng Fang, Sheng Chen, Yizhou Zhou
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Plug-in electric vehicles
residential community
coordination strategy
federated deep reinforcement learning
Online Access:https://ieeexplore.ieee.org/document/9889708/

Internet

https://ieeexplore.ieee.org/document/9889708/

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