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A Deep Reinforcement Learning Algorithm for the Power Order Optimization Allocation of AGC in Interconnected Power Grids

Lei Xi Lipeng Zhou Lang Liu Dongliang Duan Yanchun Xu Liuqing Yang Shouxiang Wang

中国电机工程学会电力与能源系统学报（英文版）2020，Vol.6Issue(3)：712-723,12.
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中国电机工程学会电力与能源系统学报（英文版）2020，Vol.6Issue(3)：712-723,12.DOI:10.17775/CSEEJPES.2019.01840

A Deep Reinforcement Learning Algorithm for the Power Order Optimization Allocation of AGC in Interconnected Power Grids

A Deep Reinforcement Learning Algorithm for the Power Order Optimization Allocation of AGC in Interconnected Power Grids

Lei Xi 1Lipeng Zhou 1Lang Liu 2Dongliang Duan 3Yanchun Xu 1Liuqing Yang 4Shouxiang Wang5

作者信息

  • 1. College of Electrical Engineering and New Energy, China Three Gorges University, Yichang 443002, China
  • 2. State Grid Xianning Electric Power Supply Company,Xianning 437100, China
  • 3. Department of Electrical and Computer Engineering,University of Wyoming, Laramie, WY, USA
  • 4. Department of Electrical and Computer Engineering,Colorado State University, Fort Collins, CO, USA
  • 5. Key Laboratory of Smart Grid of Ministry of Education, Tianjin University,Tianjin 300072, China
  • 折叠

摘要

关键词

Automatic generation control/deep reinforcement learning/DPDPN/power order allocation

Key words

Automatic generation control/deep reinforcement learning/DPDPN/power order allocation

引用本文复制引用

Lei Xi,Lipeng Zhou,Lang Liu,Dongliang Duan,Yanchun Xu,Liuqing Yang,Shouxiang Wang..A Deep Reinforcement Learning Algorithm for the Power Order Optimization Allocation of AGC in Interconnected Power Grids[J].中国电机工程学会电力与能源系统学报（英文版）,2020,6(3):712-723,12.

基金项目

This work was supported in part by the National Natural Science Foundation of China under Grant No.51707102. （）

中国电机工程学会电力与能源系统学报（英文版）

OACSCDCSTPCDEISCI

2096-0042

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