Advanced Data Analytics in Smart Grid. 3 credits

Catalog description

The power grid is transforming from a centralized, passive, fossil-fuel dominated and sparsely-sensed system into a distributed, active, 100% renewable, and ubiquitously-sensed system. The transformation imposes tremendous challenges on power system design, operation, and management. The emerging multi-scale data from synchrophasors, smart meters, weather, and electricity markets, along with data analytics and machine learning tools, offer state-of-the-art solutions to tackle the grid transformation challenges. This course covers data analytics and machine learning in various smart grid applications, including modeling, operation, protection, stability, forecasting, and management. Offered by Electrical & Comp. Engineering . May not be repeated for credit.