ESE 562 - AI Driven Smart Grids

The course focuses on Artificial Intelligence (AI) applications to power system analysis, planning and operation. Topics include basics of AI and smart grid, data preprocessing, predictive analytics, AI driven static analytics, such as optimal dispatch, state estimation and security assessment, and AI-based dynamical analytics such as transient stability assessment, dynamic model discovery and emergency control. Emerging topics, including transfer learning, data-driven formal methods, learning-based cybersecurity and big data platform, are also discussed.

3 credits

Prerequisite(s): An undergraduate course in power systems

Grading Letter graded (A, A-, B+, etc.)