Title :
Fuzzy and parametric method for self-configuration configuration of home energy manager system
Author :
Guillemin, Sylvain ; Ha, Duy Long
Author_Institution :
CEA, France
Abstract :
This document presents the work done in the ReactivHome project for the development of algorithms for automatic identification of electrical equipment and their parameters by using the electricity consumption signal. Several employees of the CEA-INES were asked to perform measurements on their own electrical appliances. The library of measure will be used as reference for identification phase. Several indicators will be determined by expert as cycle, duration, power consumption. In this phase, the fuzzy logic is used for applying these indicators calculated on the electrical measurements. In order to build a simple power consumption of household appliance, a parametric modelling is used. This identification mechanism was integrated in ReactivHome system and functionally.
Keywords :
curve fitting; domestic appliances; energy management systems; fuzzy logic; CEA-INES; ReactivHome project; automatic identification; electrical appliances; electrical equipment; electricity consumption signal; fuzzy logic; home energy manager system; household appliance; identification phase; parametric modelling; self-configuration; Analytical models; Energy management; Power demand; Power measurement; Washing machines; Curve fitting; Fuzzy logic; Home automation; Monitoring; Parametric statistics; Pattern recognition; Smart homes;
Conference_Titel :
Innovative Smart Grid Technologies (ISGT Europe), 2012 3rd IEEE PES International Conference and Exhibition on
Conference_Location :
Berlin
Print_ISBN :
978-1-4673-2595-0
Electronic_ISBN :
2165-4816
DOI :
10.1109/ISGTEurope.2012.6465878
