Early classification of individual electricity consumptions
Résumé
EDF3 hires special contracts with costumers to flatten the consumption peaks. Smart meters are able to record consumptions and will be set up over 35 millions households. In this paper, we highlight the interest of early classification for detecting the households which probably contribute to the evening peak. The proposed approach is based on a collection of classifiers. In our experiments, we “early classified” the consumption of 1000 irish households and we obtained promising results.