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.
Data Science and Smart Grid Applications presented by Prof. Laurent El Ghaoui and Dr. Stephanie Jumel
Posted: 15 Sep 2016
Authors:Prof. Laurent El Ghaoui and Dr. Stephanie Jumel
Primary Committee:IEEE Smart Grid Webinar Series
Sponsoring Society Members: Free
IEEE Members: $11.00
Please sign in at the top of the page. If you are not an IEEE member, please create a free account to make a purchase or become a society member to have access to all materials for free.
NERC PRC-027 Compliance: Impact on Utilities Short-Circuit Modeling and Protective Relay Coordination Studies Presented by Ashok Gopalakrishnan
The Learning Path Towards a Smart Grid - Changes in Standard and Business Practices Post 2018 presented by Mark Siira
DER: Where to Start? With who, what, when, why? How to build a ROI based Roadmap presented by Amar Pradhan
Augmenting Situational Intelligence and Reducing Operator Stress During Storm Damage Assessment and Outage Restoration presented by Jennifer Reeves