Distribution System State Estimation Via Data-Driven and Physics-Aware Deep Neural Networks

2019 ◽  
Author(s):  
Liang Zhang ◽  
Gang Wang ◽  
Georgios B. Giannakis
Keyword(s):  
Neural Networks ◽  
State Estimation ◽  
Distribution System ◽  
Deep Neural Networks ◽  
Data Driven ◽  
System State

scholarly journals Data-Driven Learning-Based Optimization for Distribution System State Estimation

2019 ◽  
Vol 34 (6) ◽  
pp. 4796-4805 ◽  
Author(s):  
Ahmed S. Zamzam ◽  
Xiao Fu ◽  
Nicholas D. Sidiropoulos
Keyword(s):  
State Estimation ◽  
Distribution System ◽  
Data Driven ◽  
System State

scholarly journals Physics-Aware Neural Networks for Distribution System State Estimation

2020 ◽  
Vol 35 (6) ◽  
pp. 4347-4356 ◽  
Author(s):  
Ahmed Samir Zamzam ◽  
Nicholas D. Sidiropoulos
Keyword(s):  
Neural Networks ◽  
State Estimation ◽  
Distribution System ◽  
System State

scholarly journals High accuracy data-driven heliostat calibration and state prediction with pretrained deep neural networks

Solar Energy ◽  
2021 ◽  
Vol 218 ◽  
pp. 48-56
Author(s):  
Max Pargmann ◽  
Daniel Maldonado Quinto ◽  
Peter Schwarzbözl ◽  
Robert Pitz-Paal
Keyword(s):  
Neural Networks ◽  
Deep Neural Networks ◽  
High Accuracy ◽  
Data Driven ◽  
State Prediction ◽  
Accuracy Data

ADVANCED DISTRIBUTION SYSTEM STATE ESTIMATION IN MULTI‐AREA ARCHITECTURES

2020 ◽  
pp. 329-374
Author(s):  
Marco Pau ◽  
Paolo Attilio Pegoraro ◽  
Ferdinanda Ponci ◽  
Sara Sulis
Keyword(s):  
State Estimation ◽  
Distribution System ◽  
System State
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