Multi-Agent System Architecture for Smart Home Energy Management and Optimization

被引:0
|
作者
Asare-Bediako, B. [1 ]
Kling, W. L. [1 ]
Ribeiro, P. F. [1 ]
机构
[1] Eindhoven Univ Technol, Dept Elect Engn, NL-5600 MB Eindhoven, Netherlands
关键词
Distributed control; energy management; multiagent systems; optimization methods; smart homes;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The smart grid concept is not limited to the public network but it is also envisioned in the residential setting. The integration of automation technologies into home is being driven by comfort and economic benefits to homeowners. The shift towards dynamic electricity pricing and demand response application for residential customers implies that the traditional building control strategies are no longer sufficient and flexible enough. A smarter and more efficient, flexible and intelligent energy management system is therefore required. Agent-based systems which implement distributed intelligence are capable of solving such complex and dynamic decision processes. This paper proposes a multi-agent based architecture for optimal energy management in smart homes. Four optimization strategies comfort, cost, green (energy-efficient) and smart (demand side management) - are proposed and explained. The strategies are expected to provide savings (energy and cots), flexibility and control to homeowners in their energy use, and to support utility companies in the management of the electricity network.
引用
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页数:5
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