Title :
Fuzzy and parametric method for self-configuration of home energy manager system
Author :
Guillemin, Sylvain ; Duy Long Ha
Author_Institution :
LITEN/DTS/Lab. for Solar Syst. (L2S), Nat. Inst. for Solar Energy (INES), Le Bourget du Lac, 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 :
building management systems; domestic appliances; energy management systems; fuzzy logic; home automation; power consumption; power system measurement; CEA-INES; ReactivHome system; automatic electrical equipment identification; electrical appliances; electrical measurement; electricity consumption signal; fuzzy logic; home energy manager system; household appliances; identification mechanism; parametric modelling; power consumption; Analytical models; Power demand; Power measurement; Washing machines; Water heating; Curve fitting; Fuzzy logic; Home automation; Monitoring; Parametric statistics; Pattern recognition; Smart homes;
Conference_Titel :
PowerTech (POWERTECH), 2013 IEEE Grenoble
Conference_Location :
Grenoble
DOI :
10.1109/PTC.2013.6652241
