Title :
An Anticipation Mechanism for Power Management in a Smart Home using Multi-Agent Systems
Author :
ABRAS, Shadi ; Pesty, Sylvie ; Ploix, Stéphane ; JACOMINO, Mireille
Author_Institution :
LIG-Inst. IMAG, CNRS, Grenoble
Abstract :
This paper presents the principles of a home automation system dedicated to power management that adapts power consumption to available power ressources according to inhabitant comfort and cost criteria. The system relies on a multi-agent paradigm. Each agent supports a service achieved by several devices, it cooperates and coordinates its action with others in order to find an acceptable near-optimal solution. The control algorithm is decomposed into two complementary mechanisms: a reactive mechanism, which protects from constraint violations, and an anticipation mechanism, which computes a plan for global consumption according to predicted productions and consumptions and to inhabitant criteria. The paper shows how to compute a global consumption plan relying on Tabu Search´s algorithm and how to reduce the problem complexity by dividing the whole problem into independent sub-problems.
Keywords :
control engineering computing; home automation; multi-agent systems; power consumption; power control; search problems; constraint violations; global consumption plan; home automation system; multi-agent systems; power management; smart home; tabu search algorithm; Automatic control; Costs; Energy consumption; Energy management; Heating; Home automation; Multiagent systems; Power system management; Production; Smart homes; Automatic Control; Home Automation System; Multi-Agent Systems; Power Management;
Conference_Titel :
Information and Communication Technologies: From Theory to Applications, 2008. ICTTA 2008. 3rd International Conference on
Conference_Location :
Damascus
Print_ISBN :
978-1-4244-1751-3
Electronic_ISBN :
978-1-4244-1752-0
DOI :
10.1109/ICTTA.2008.4530305