Large-scale deep reinforcement learning method for energy management of power supply units considering regulation mileage payment

To improve automatic generation control (AGC) performance and reduce the wastage of regulation resources in interconnected grids including high-proportion renewable energy, a multi-area integrated AGC (MAI-AGC) framework is proposed to solve the coordination problem of secondary frequency regulation...

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Bibliographic Details

Published in:	Frontiers in energy research Vol. 11
Main Authors:	Qian, Ting, Yang, Cheng
Format:	Journal Article
Language:	English
Published:	Frontiers Media S.A 14.03.2024
Subjects:	automatic generation control China Southern Grid frequency regulation mileage payment multi-agent deep deterministic policy gradient algorithm optimal coordinated control
ISSN:	2296-598X, 2296-598X
Online Access:	Get full text
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