Deep Reinforcement Learning-Based Robust Protection in DER-Rich Distribution Grids

Deep Reinforcement Learning-Based Robust Protection in DER-Rich Distribution Grids

This paper introduces a new framework of deep reinforcement learning based protective relay design in power distribution systems with many distributed energy resources (DERs). With increasing penetration of power electronically-interfaced resources, conventional overcurrent relays’ perfor...

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Bibliographic Details
Main Authors: Dongqi Wu, Dileep Kalathil, Miroslav M. Begovic, Kevin Q. Ding, Le Xie
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Open Access Journal of Power and Energy
Subjects:
Power distribution systems
protective relaying
reinforcement learning
Online Access:https://ieeexplore.ieee.org/document/9740685/

Internet

https://ieeexplore.ieee.org/document/9740685/

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