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.
/content/rc/sg/en/education/slides-webinars/SGSLW0041
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Sponsoring Society
Slides for Webinar: Data Science and Smart Grid Applications presented by Prof. Laurent El Ghaoui and Stephanie Jumel
Posted:
15 Sep 2016Authors:
Prof. Laurent El Ghaoui and Stephanie JumelPrimary Committee:
IEEE Smart Grid Webinar SeriesPage/Slide Count:
Pages: 49/content/rc/sg/en/jcr:content/parthirty/par/rcrecentcontents
/content/rc/sg/en/education/slides-webinars/SGSLW0041
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