no code implementations • 1 Jun 2023 • Shweta Dahale, Sai Munikoti, Balasubramaniam Natarajan
Uncertainty quantification is a critical yet unsolved challenge for deep learning, especially for the time series imputation with irregularly sampled measurements.
no code implementations • 7 Nov 2022 • Shweta Dahale, Sai Munikoti, Balasubramaniam Natarajan, Rui Yang
Under a smart grid paradigm, there has been an increase in sensor installations to enhance situational awareness.
no code implementations • 4 Sep 2022 • Shweta Dahale, Balasubramaniam Natarajan
Simulation results on IEEE 37 and IEEE 123 bus test systems illustrate the efficiency of the proposed methods from the standpoint of both multi time-scale data aggregation and DSSE.
no code implementations • 13 Apr 2021 • Shweta Dahale, Balasubramaniam Natarajan
Limited measurement availability at the distribution grid presents challenges for state estimation and situational awareness.