11 citations · 25 across the 10 of their papers we have counts for
3 papers · 1 filter
Analytical Verification of Performance of Deep Neural Network Based Time-Synchronized Distribution System State Estimation
Behrouz Azimian, Shiva Moshtagh, Anamitra Pal +1
Recently, we demonstrated success of a time-synchronized state estimator using deep neural networks (DNNs) for real-time unobservable distribution systems. In this letter, we provi…
State and Topology Estimation for Unobservable Distribution Systems using Deep Neural Networks
Behrouz Azimian, Reetam Sen Biswas, Shiva Moshtagh +3
Time-synchronized state estimation for reconfigurable distribution networks is challenging because of limited real-time observability. This paper addresses this challenge by formul…
Time Synchronized State Estimation for Incompletely Observed Distribution Systems Using Deep Learning Considering Realistic Measurement Noise
Behrouz Azimian, Reetam Sen Biswas, Anamitra Pal +1
Time-synchronized state estimation is a challenge for distribution systems because of limited real-time observability. This paper addresses this challenge by formulating a deep lea…