Data Creation for Power System Security

Summary Over the past several years the electric power sector has been challenged by a number of extreme events around the globe. Significant societal and economic shocks were due to the rapid spread of COVID-19 around the world. In addition to the pandemic, there have been several extreme weather and societal disruptions to the electricity sector, such as the February 2021 Texas power outage.

Paper

• Generative Adversarial Networks-Based Synthetic PMU Data Creation for Improved Event Classification
• Synthetic PMU Data Creation Based on Generative Adversarial Network under Time-Varying Load Conditions
• A multi-scale time-series dataset with benchmark for machine learning in decarbonized energy grids

Github

• A multi-scale time-series dataset with benchmark for machine learning in decarbonized energy grids