Virtual Generation Alliance Automatic Generation Control Based on Deep Reinforcement Learning

This article proposes a distributed hierarchical automatic generation control (AGC) framework with multiple regulation units in the performance-based frequency regulation market, named virtual generation alliance automatic generation control (VGA-AGC), aiming to achieve the coordination of control a...

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Bibliographic Details
Published in:	IEEE access Vol. 8; pp. 182204 - 182217
Main Authors:	Li, Jiawen, Yu, Tao
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 2020 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Automatic control Automatic generation control centralized-decentralized autonomy Classification algorithms Control algorithms Control theory Cooperative control Electric power grids Frequency control multi agent distributed multiple improved deep deterministic policy gradient Multiagent systems Optimization Performance-based frequency regulation market Power grids Real-time systems regulation mileage payment Training virtual generation alliance automatic generation control (VGA-AGC) Wind turbines
ISSN:	2169-3536, 2169-3536
Online Access:	Get full text
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