scholarly journals Data-Driven Local Control Design for Active Distribution Grids Using Off-Line Optimal Power Flow and Machine Learning Techniques

2019 ◽  
Vol 10 (6) ◽  
pp. 6461-6471 ◽  
Author(s):  
Stavros Karagiannopoulos ◽  
Petros Aristidou ◽  
Gabriela Hug
Keyword(s):  
Machine Learning ◽  
Local Control ◽  
Power Flow ◽  
Optimal Power Flow ◽  
Control Design ◽  
Data Driven ◽  
Machine Learning Techniques ◽  
Optimal Power ◽  
Learning Techniques ◽  
Distribution Grids

scholarly journals Data-driven Optimal Power Flow: A Physics-Informed Machine Learning Approach

2020 ◽  
pp. 1-1
Author(s):  
Xingyu Lei ◽  
Zhifang Yang ◽  
Juan Yu ◽  
Junbo Zhao ◽  
Qian Gao ◽  
...  
Keyword(s):  
Machine Learning ◽  
Power Flow ◽  
Optimal Power Flow ◽  
Data Driven ◽  
Learning Approach ◽  
Optimal Power ◽  
Machine Learning Approach

scholarly journals Stochastic AC optimal power flow: A data-driven approach

2020 ◽  
Vol 189 ◽  
pp. 106567
Author(s):  
Ilyes Mezghani ◽  
Sidhant Misra ◽  
Deepjyoti Deka
Keyword(s):  
Power Flow ◽  
Optimal Power Flow ◽  
Data Driven ◽  
Optimal Power ◽  
Data Driven Approach

scholarly journals Optimal Power Flow for Unbalanced Bipolar DC Distribution Grids

IEEE Access ◽  
2018 ◽  
Vol 6 ◽  
pp. 5199-5207 ◽  
Author(s):  
Laurens Mackay ◽  
Robin Guarnotta ◽  
Anastasios Dimou ◽  
German Morales-Espana ◽  
Laura Ramirez-Elizondo ◽  
...  
Keyword(s):  
Power Flow ◽  
Optimal Power Flow ◽  
Dc Distribution ◽  
Optimal Power ◽  
Distribution Grids

Data-Driven Probabilistic Optimal Power Flow With Nonparametric Bayesian Modeling and Inference

2020 ◽  
Vol 11 (2) ◽  
pp. 1077-1090 ◽  
Author(s):  
Weigao Sun ◽  
Mohsen Zamani ◽  
Mohammad Reza Hesamzadeh ◽  
Hai-Tao Zhang
Keyword(s):  
Bayesian Modeling ◽  
Power Flow ◽  
Optimal Power Flow ◽  
Data Driven ◽  
Nonparametric Bayesian ◽  
Optimal Power
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