Data Science and Smart Grid Applications presented by Prof. Laurent El Ghaoui and Stephanie Jumel

This webinar will provide an overview of data science, including machine learning and optimization, and present a few applications in the context of Smart Grid. Professor El Ghaoui will describe work done in collaboration with different units at EDF. Some of the topics reviewed include: a)text analytics for business intelligence on smart grid applications; b) advanced machine learning and optimization for co-generation intra-day plant management, and c) optimal design of complex smart grid systems using surrogate models.