DocumentCode :
2753273
Title :
Tabu search for the optimization of household energy consumption
Author :
Ha, Long Duy ; Ploix, Stephane ; Zamai, Eric ; JACOMINO, Mireille
Author_Institution :
Lab. d´´Automatique de Grenoble, Inst. Nat. Polytechnique de Grenoble
fYear :
2006
fDate :
16-18 Sept. 2006
Firstpage :
86
Lastpage :
92
Abstract :
This paper focuses on demand-side load management applied to the residential sector. A home automation system controlling household energy is proposed. It is decomposed into three layers: anticipation, reactive and device layers. This paper deals with an anticipation layer that allocates energy by taking into account predicted events. It consists in computing both the starting times of some services and in determining set points of others while satisfying the maximal power constraint. A constraint satisfaction problem formulation has been proposed. Because the complexity is NP-hard, a tabu search is used to solve the problem. It maximizes user comfort and minimizes energy cost. An application example is presented
Keywords :
computational complexity; constraint theory; energy consumption; home automation; optimisation; search problems; NP-hard problem; constraint satisfaction problem; demand-side load management; home automation system; household energy consumption; residential sector; tabu search; Automatic control; Control systems; Costs; Energy consumption; Energy management; Home appliances; Home automation; Job shop scheduling; Load management; Production;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Reuse and Integration, 2006 IEEE International Conference on
Conference_Location :
Waikoloa Village, HI
Print_ISBN :
0-7803-9788-6
Type :
conf
DOI :
10.1109/IRI.2006.252393
Filename :
4018470
Link To Document :
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