Brain-Inspired Deep Meta-Reinforcement Learning for Active Coordinated Fault-Tolerant Load Frequency Control of Multi-Area Grids

This paper proposes an active coordinated fault tolerance load frequency control (AFCT-LFC) method, which effectively prevents sudden frequency changes caused by unit actuator failures or unplanned decommissioning in a multi-area interconnected grid subject to the performance-based frequency regulat...

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Bibliographic Details

Published in:	IEEE transactions on automation science and engineering Vol. 21; no. 3; pp. 2518 - 2530
Main Authors:	Li, Jiawen, Zhou, Tao, Cui, Haoyang
Format:	Journal Article
Language:	English
Published:	IEEE 01.07.2024
Subjects:	Actuators brain-inspired Fault tolerance fault tolerance control Fluctuations Frequency control Load frequency control meta-deterministic policy gradient algorithm performance-based frequency regulation Power systems Robust control
ISSN:	1545-5955, 1558-3783
Online Access:	Get full text
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