Integral Reinforcement Learning-Based Adaptive Optimal Automatic Generation Control

2021 4th International Conference on Energy, Electrical and Power Engineering (CEEPE) ◽

10.1109/ceepe51765.2021.9475666 ◽

2021 ◽

Author(s):

Rui Ou ◽

Yi Xu ◽

Zhihao Li ◽

Runzi Hu ◽

Junkai Huang ◽

...

Keyword(s):

Reinforcement Learning ◽

Automatic Generation ◽

Automatic Generation Control ◽

Generation Control

Download Full-text

Virtual Generation Alliance Automatic Generation Control Based on Deep Reinforcement Learning

IEEE Access ◽

10.1109/access.2020.3029189 ◽

2020 ◽

Vol 8 ◽

pp. 182204-182217

Author(s):

Jiawen Li ◽

Tao Yu

Keyword(s):

Reinforcement Learning ◽

Automatic Generation ◽

Automatic Generation Control ◽

Generation Control

Download Full-text

Emergency fault affected wide-area automatic generation control via large-scale deep reinforcement learning

Engineering Applications of Artificial Intelligence ◽

10.1016/j.engappai.2021.104500 ◽

2021 ◽

Vol 106 ◽

pp. 104500

Author(s):

Jiawen Li ◽

Tao Yu ◽

Xiaoshun Zhang

Keyword(s):

Reinforcement Learning ◽

Large Scale ◽

Automatic Generation ◽

Wide Area ◽

Automatic Generation Control ◽

Generation Control

Download Full-text

Multiobjective Reinforcement Learning-Based Intelligent Approach for Optimization of Activation Rules in Automatic Generation Control

IEEE Access ◽

10.1109/access.2019.2894756 ◽

2019 ◽

Vol 7 ◽

pp. 17480-17492 ◽

Author(s):

Huaizhi Wang ◽

Zhenxing Lei ◽

Xian Zhang ◽

Jianchun Peng ◽

Hui Jiang

Keyword(s):

Reinforcement Learning ◽

Automatic Generation ◽

Automatic Generation Control ◽

Intelligent Approach ◽

Generation Control

Download Full-text

A Multi-step Unified Reinforcement Learning Method for Automatic Generation Control in Multi-area Interconnected Power Grid

IEEE Transactions on Sustainable Energy ◽

10.1109/tste.2020.3047137 ◽

2020 ◽

pp. 1-1

Author(s):

Lei Xi ◽

Lipeng Zhou ◽

Yanchun Xu ◽

Xi Chen

Keyword(s):

Reinforcement Learning ◽

Automatic Generation ◽

Automatic Generation Control ◽

Learning Method ◽

Generation Control

Download Full-text

Automatic generation control of ubiquitous power Internet of Things integrated energy system based on deep reinforcement learning

Scientia Sinica Technologica ◽

10.1360/sst-2019-0199 ◽

2019 ◽

Vol 50 (2) ◽

pp. 221-234 ◽

Author(s):

Lu YU ◽

Wei HU ◽

Xian ZHANG ◽

Lei XI

Keyword(s):

Reinforcement Learning ◽

Internet Of Things ◽

Energy System ◽

Automatic Generation ◽

Automatic Generation Control ◽

Integrated Energy System ◽

Generation Control

Download Full-text

Coordinated automatic generation control of interconnected power system with imitation guided exploration multi-agent deep reinforcement learning

International Journal of Electrical Power & Energy Systems ◽

10.1016/j.ijepes.2021.107471 ◽

2022 ◽

Vol 136 ◽

pp. 107471

Author(s):

Jiawen Li ◽

Tao Yu ◽

Xiaoshun Zhang

Keyword(s):

Reinforcement Learning ◽

Power System ◽

Automatic Generation ◽

Automatic Generation Control ◽

Interconnected Power System ◽

Guided Exploration ◽

Multi Agent ◽

Generation Control

Download Full-text

A reinforcement learning approach to automatic generation control

Electric Power Systems Research ◽

10.1016/s0378-7796(02)00088-3 ◽

2002 ◽

Vol 63 (1) ◽

pp. 9-26 ◽

Author(s):

T.P Imthias Ahamed ◽

P.S Nagendra Rao ◽

P.S Sastry

Keyword(s):

Reinforcement Learning ◽

Automatic Generation ◽

Automatic Generation Control ◽

Learning Approach ◽

Generation Control

Download Full-text

REINFORCEMENT LEARNING CONTROLLERS FOR AUTOMATIC GENERATION CONTROL IN POWER SYSTEMS HAVING REHEAT UNITS WITH GRC AND DEAD-BAND

International Journal of Power and Energy Systems ◽

10.2316/journal.203.2006.2.203-3438 ◽

2006 ◽

Vol 26 (2) ◽

Author(s):

T.P. Imthias Ahamed ◽

P.S. Nagendra Rao ◽

P.S. Sastry

Keyword(s):

Reinforcement Learning ◽

Power Systems ◽

Automatic Generation ◽

Automatic Generation Control ◽

Dead Band ◽

Generation Control

Download Full-text

Artificial emotional reinforcement learning for automatic generation control of large-scale interconnected power grids

IET Generation Transmission & Distribution ◽

10.1049/iet-gtd.2016.1734 ◽

2017 ◽

Vol 11 (9) ◽

pp. 2305-2313 ◽

Author(s):

Linfei Yin ◽

Tao Yu ◽

Lv Zhou ◽

Linni Huang ◽

Xiaoshun Zhang ◽

...

Keyword(s):

Reinforcement Learning ◽

Large Scale ◽

Automatic Generation ◽

Power Grids ◽

Automatic Generation Control ◽

Interconnected Power Grids ◽

Generation Control

Download Full-text

Deep Reinforcement Learning Based Multi-Objective Integrated Automatic Generation Control for Multiple Continuous Power Disturbances

IEEE Access ◽

10.1109/access.2020.3019535 ◽

2020 ◽

Vol 8 ◽

pp. 156839-156850

Author(s):

Jiawen Li ◽

Tao Yu

Keyword(s):

Reinforcement Learning ◽

Automatic Generation ◽

Automatic Generation Control ◽

Multi Objective ◽

Power Disturbances ◽

Continuous Power ◽

Generation Control

Download Full-text