Fuzzy and parametric method for self-configuration configuration of home energy manager system

Author

Guillemin, Sylvain ; Ha, Duy Long

Author_Institution

CEA, France

fYear

2012

fDate

14-17 Oct. 2012

Firstpage

1

Lastpage

5

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;

fLanguage

English

Publisher

ieee

Conference_Titel

Innovative Smart Grid Technologies (ISGT Europe), 2012 3rd IEEE PES International Conference and Exhibition on

Conference_Location

Berlin

ISSN

2165-4816

Print_ISBN

978-1-4673-2595-0

Electronic_ISBN

2165-4816

Type

conf

DOI

10.1109/ISGTEurope.2012.6465878

Filename

6465878