George Hébrail - Smart grid data management and mining

11:00
Thursday
12
Jan
2012
Organized by: 
Gilles Bisson, équipe AMA
Speaker: 
George Hébrail (EDF R&D)
Teams: 
Keywords: 

Detailed information: 

ANNONCE DE SÉMINAIRE DE L’ÉQUIPE AMA

Jeudi 12 janvier 11h00 : "Smart grid data management and mining

Invited speaker : George Hébrail (EDF R&D)

Lieu des séminaires AMA : 
Grande salle de réunion TURING 
Centre Equation 4 
ZI DE MAYENCIN 
Allée de la Palestine - 38610 GIERES

Abstract: 

The talk will be divided into three parts :

- (1) a short recall of the definition of a smart grid and the different types of data processed in this context ; 
- (2) the main problems in data management in a smart grid ; 
- (3) the main problems in data mining processing in a smart grid.

For each of these three parts, the focus will be on what is new compared to legacy systems in terms of types of data, on whether the needs lead to batch or real time processing, and on whether data mining algorithms may be centralized or distributed. This presentation will be illustrated by some typical problems associated with smart grids, like monitoring the grid or forecasting of electric power consumption or production.