1 citations · 1 across the 3 of their papers we have counts for
3 papers
eess.SY2023★ 1 cited
Adversarial Purification for Data-Driven Power System Event Classifiers with Diffusion Models
Yuanbin Cheng, Koji Yamashita, Jim Follum +1
The global deployment of the phasor measurement units (PMUs) enables real-time monitoring of the power system, which has stimulated considerable research into machine learning-base…
eess.SY2022
pmuBAGE: The Benchmarking Assortment of Generated PMU Data for Power System Events
Brandon Foggo, Koji Yamashita, Nanpeng Yu
This paper introduces pmuGE (phasor measurement unit Generator of Events), one of the first data-driven generative model for power system event data. We have trained this model on…
cs.LG2022
pmuBAGE: The Benchmarking Assortment of Generated PMU Data for Power System Events -- Part I: Overview and Results
Brandon Foggo, Koji Yamashita, Nanpeng Yu
We present pmuGE (phasor measurement unit Generator of Events), one of the first data-driven generative model for power system event data. We have trained this model on thousands o…