Artificial Intelligence in Smart Grids

This course introduces artificial intelligence (AI) and machine learning (ML) techniques, algorithms, and tools for smart grid applications. Topics covered range from fundamentals of machine learning and artificial intelligence to state-of-the-art research on using AI and ML algorithms and tools to design, operate, and manage smart grids. Related applications are covered, including but not limited to energy forecasting, smart meter data analytics, and nonintrusive load monitoring.