A Model-Agnostic Method for PMU Data Recovery Using Optimal Singular Value Thresholding

no code implementations • 6 Aug 2021 • Shuchismita Biswas, Virgilio A. Centeno

Information within a PMU channel (temporal correlation) as well as from different PMUchannels in a network (spatial correlation) are utilized to recover degraded data.

Deep Neural Network based Wide-Area Event Classification in Power Systems

no code implementations • 24 Aug 2020 • Iman Niazazari, Amir Ghasemkhani, Yunchuan Liu, Shuchismita Biswas, Hanif Livani, Lei Yang, Virgilio Centeno

This paper presents a wide-area event classification in transmission power grids.

Bayesian Optimization Classification +1

DeVLearn: A Deep Visual Learning Framework for Localizing Temporary Faults in Power Systems

no code implementations • 9 Nov 2019 • Shuchismita Biswas, Rounak Meyur, Virgilio Centeno

This compressed representation may then be used with off-the-shelf classifiers for determining fault location.

Time Series Time Series Analysis