A multi-agent approach to intelligent monitoring in smart grids

被引：19
|
作者：
Vallejo, D. [1 ]
Albusac, J. [2 ]
Glez-Morcillo, C. [1 ]
Castro-Schez, J. J. [1 ]
Jimenez, L. [1 ]
机构：
[1] Univ Castilla La Mancha, Sch Comp Sci, E-13071 Ciudad Real, Spain
[2] Univ Castilla La Mancha, Sch Tech Engn, Almaden, Spain
来源：
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE | 2014年 / 45卷 / 04期
关键词：
smart grids; intelligent monitoring; multi-agent systems; normality analysis; WIRELESS SENSOR NETWORKS;
D O I：
10.1080/00207721.2013.783644
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, we propose a scalable multi-agent architecture to give support to smart grids, paying special attention to the intelligent monitoring of distribution substations. The data gathered by multiple sensors are used by software agents that are responsible for monitoring different aspects or events of interest, such as normal voltage values or unbalanced intensity values that can end up blowing fuses and decreasing the quality of service of end consumers. The knowledge bases of these agents have been built by means of a formal model for normality analysis that has been successfully used in other surveillance domains. The architecture facilitates the integration of new agents and can be easily configured and deployed to monitor different environments. The experiments have been conducted over a power distribution network.
引用
收藏
页码：756 / 777
页数：22
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