Safe Off-Policy Deep Reinforcement Learning Algorithm for Volt-VAR Control in Power Distribution Systems

IEEE Transactions on Smart Grid ◽

10.1109/tsg.2019.2962625 ◽

2020 ◽

Vol 11 (4) ◽

pp. 3008-3018 ◽

Author(s):

Wei Wang ◽

Nanpeng Yu ◽

Yuanqi Gao ◽

Jie Shi

Keyword(s):

Reinforcement Learning ◽

Power Distribution ◽

Distribution Systems ◽

Learning Algorithm ◽

Power Distribution Systems ◽

Reinforcement Learning Algorithm

Download Full-text

Intelligent hurricane resilience enhancement of power distribution systems via deep reinforcement learning

Applied Energy ◽

10.1016/j.apenergy.2020.116355 ◽

2021 ◽

Vol 285 ◽

pp. 116355

Author(s):

Nariman L. Dehghani ◽

Ashkan B. Jeddi ◽

Abdollah Shafieezadeh

Keyword(s):

Reinforcement Learning ◽

Power Distribution ◽

Distribution Systems ◽

Power Distribution Systems

Download Full-text

Reinforcement Learning-based Smart Inverter Control with Polar Action Space in Power Distribution Systems

10.1109/ccta48906.2021.9659162 ◽

2021 ◽

Author(s):

Farzana Kabir ◽

Yuanqi Gao ◽

Nanpeng Yu

Keyword(s):

Reinforcement Learning ◽

Power Distribution ◽

Distribution Systems ◽

Action Space ◽

Power Distribution Systems ◽

Download Full-text

Nested Reinforcement Learning Based Control for Protective Relays in Power Distribution Systems

2019 IEEE 58th Conference on Decision and Control (CDC) ◽

10.1109/cdc40024.2019.9029268 ◽

2019 ◽

Author(s):

Dongqi Wu ◽

Xiangtian Zheng ◽

Dileep Kalathil ◽

Le Xie

Keyword(s):

Reinforcement Learning ◽

Power Distribution ◽

Distribution Systems ◽

Power Distribution Systems ◽

Protective Relays

Download Full-text

An Enhanced Deep Reinforcement Learning Algorithm for Decoupling Capacitor Selection in Power Distribution Network Design

2020 IEEE International Symposium on Electromagnetic Compatibility & Signal/Power Integrity (EMCSI) ◽

10.1109/emcsi38923.2020.9191512 ◽

2020 ◽

Author(s):

Ling Zhang ◽

Wenchang Huang ◽

Jack Juang ◽

Hank Lin ◽

Bin-Chyi Tseng ◽

...

Keyword(s):

Reinforcement Learning ◽

Network Design ◽

Power Distribution ◽

Learning Algorithm ◽

Distribution Network ◽

Power Distribution Network ◽

Distribution Network Design ◽

Decoupling Capacitor ◽

Reinforcement Learning Algorithm

Download Full-text

Volt-VAR Control in Power Distribution Systems with Deep Reinforcement Learning

2019 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) ◽

10.1109/smartgridcomm.2019.8909741 ◽

2019 ◽

Author(s):

Wei Wang ◽

Nanpeng Yu ◽

Jie Shi ◽

Yuanqi Gao

Keyword(s):

Reinforcement Learning ◽

Power Distribution ◽

Distribution Systems ◽

Power Distribution Systems

Download Full-text

Fault Location in Power Distribution Systems Using a Learning Algorithm for Multivariable Data Analysis

IEEE Transactions on Power Delivery ◽

10.1109/tpwrd.2006.883021 ◽

2007 ◽

Vol 22 (3) ◽

pp. 1715-1721 ◽

Author(s):

J. Mora-Florez ◽

V. Barrera-Nunez ◽

G. Carrillo-Caicedo

Keyword(s):

Data Analysis ◽

Power Distribution ◽

Distribution Systems ◽

Fault Location ◽

Learning Algorithm ◽

Power Distribution Systems

Download Full-text

Deep Reinforcement Learning in Power Distribution Systems: Overview, Challenges, and Opportunities

2021 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT) ◽

10.1109/isgt49243.2021.9372283 ◽

2021 ◽

Author(s):

Yuanqi Gao ◽

Nanpeng Yu

Keyword(s):

Reinforcement Learning ◽

Power Distribution ◽

Distribution Systems ◽

Power Distribution Systems ◽

Challenges And Opportunities

Download Full-text

Model dependent reinforcement learning algorithm for reservoir operation stochastic optimization

International Journal of Hydrology ◽

10.15406/ijh.2018.02.00129 ◽

2018 ◽

Vol 2 (5) ◽

Author(s):

Li Wenwu

Keyword(s):

Reinforcement Learning ◽

Stochastic Optimization ◽

Reservoir Operation ◽

Learning Algorithm ◽

Reinforcement Learning Algorithm

Download Full-text

Steady State Electromagnetic Analysis of a Current-Voltage Sensorembedded in an Insulator for Three-Phase Power Distribution Systems

IEEJ Transactions on Fundamentals and Materials ◽

10.1541/ieejfms1990.119.6_758 ◽

1999 ◽

Vol 119 (6) ◽

pp. 758-763 ◽

Author(s):

Tatsuya Furukawa ◽

Manabu Ashikawa ◽

Masashi Ohchi ◽

Hideki Shimada

Keyword(s):

Steady State ◽

Power Distribution ◽

Distribution Systems ◽

Electromagnetic Analysis ◽

Power Distribution Systems ◽

Current Voltage ◽

Three Phase ◽

Download Full-text

Performance and Power Quality Improvements of MEA Power Distribution Systems using Model Predictive Control

International Review of Aerospace Engineering (IREASE) ◽

10.15866/irease.v10i1.10998 ◽

2017 ◽

Vol 10 (1) ◽

pp. 31 ◽

Author(s):

Ahmad Eid ◽

Reyad Abdel-Fadil ◽

Mazen Abdel-Salam

Keyword(s):

Model Predictive Control ◽

Power Quality ◽

Predictive Control ◽

Power Distribution ◽

Distribution Systems ◽

Power Distribution Systems ◽

Quality Improvements

Download Full-text