scholarly journals Two-Timescale Voltage Control in Distribution Grids Using Deep Reinforcement Learning

2020 ◽  
Vol 11 (3) ◽  
pp. 2313-2323 ◽  
Author(s):  
Qiuling Yang ◽  
Gang Wang ◽  
Alireza Sadeghi ◽  
Georgios B. Giannakis ◽  
Jian Sun
Keyword(s):  
Reinforcement Learning ◽  
Voltage Control ◽  
Distribution Grids

Study on Autonomous Decentralized Voltage Control by Reinforcement Learning

2019 ◽  
Vol 139 (2) ◽  
pp. 122-129
Author(s):  
Ryuichiro Takenaka ◽  
Satoshi Takayama ◽  
Atsushi Ishigame
Keyword(s):  
Reinforcement Learning ◽  
Voltage Control

Evaluation of Reinforcement Learning-Based False Data Injection Attack to Automatic Voltage Control

2019 ◽  
Vol 10 (2) ◽  
pp. 2158-2169 ◽  
Author(s):  
Ying Chen ◽  
Shaowei Huang ◽  
Feng Liu ◽  
Zhisheng Wang ◽  
Xinwei Sun
Keyword(s):  
Reinforcement Learning ◽  
Voltage Control ◽  
False Data Injection ◽  
False Data Injection Attack

Deep Reinforcement Learning-based Volt-Var Optimization in Distribution Grids with Inverter-based Resources

2021 ◽  
Author(s):  
Rakib Hossain ◽  
Mohammad Mansour Lakouraj ◽  
Amir Ghasemkhani ◽  
Hanif Livani ◽  
Mohammed Ben-Idris
Keyword(s):  
Reinforcement Learning ◽  
Distribution Grids

A Data-Driven Multi-Agent Autonomous Voltage Control Framework Using Deep Reinforcement Learning

2020 ◽  
Vol 35 (6) ◽  
pp. 4644-4654 ◽  
Author(s):  
Shengyi Wang ◽  
Jiajun Duan ◽  
Di Shi ◽  
Chunlei Xu ◽  
Haifeng Li ◽  
...  
Keyword(s):  
Reinforcement Learning ◽  
Voltage Control ◽  
Data Driven ◽  
Control Framework ◽  
Multi Agent

scholarly journals Model-Free Detection of Cyberattacks on Voltage Control in Distribution Grids

2019 ◽  
Author(s):  
Mohammed S. Kemal ◽  
Wissam Aoudi ◽  
Rasus L. Olsen ◽  
Magnus Almgren ◽  
Hans-Peter Schwefel
Keyword(s):  
Voltage Control ◽  
Model Free ◽  
Distribution Grids
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