An Anticipation Mechanism for Power Management in a Smart Home using Multi-Agent Systems

Damascus(2008)

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摘要
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.
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关键词
control engineering computing,home automation,multi-agent systems,power consumption,power control,search problems,constraint violations,global consumption plan,home automation system,power management,smart home,tabu search algorithm,automatic control,energy management,multiagent systems,heating,multi agent systems,production,multi agent system
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