Intelligent system for lighting control in smart cities

被引：84
|
作者：
De Paz, Juan F. [1 ]
Bajo, Javier [2 ]
Rodriguez, Sara [1 ]
Villarrubia, Gabriel [1 ]
Corchado, Juan M. [1 ]
机构：
[1] Univ Salamanca, Sch Sci, Dept Comp Sci & Automat, Plaza Merced S-N, E-37008 Salamanca, Spain
[2] Univ Politecn Madrid, Sch Comp Sci, Dept Artificial Intelligence, Campus Montegancedo, E-28660 Madrid, Spain
来源：
INFORMATION SCIENCES | 2016年 / 372卷
关键词：
Light sensors; Intelligent systems; Distributed systems; Autonomous control; Street lighting; ENERGY EFFICIENCY; STREET;
D O I：
10.1016/j.ins.2016.08.045
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper presents an adaptive architecture that centralizes the control of public lighting and intelligent management to economize lighting and maintain maximum visual comfort in illuminated areas. To carry out this management, the architecture merges various techniques of artificial intelligence (AI) and statistics such as artificial neural networks (ANN), multi-agent systems (MAS), EM algorithm, methods based on ANOVA, and a Service Oriented Approach (SOA). It achieves optimization in terms of both energy consumption and cost by using a modular architecture, and is fully adaptable to current lighting systems. The architecture was successfully tested and validated and continues to be in development. (C) 2016 Elsevier Inc. All rights reserved.
引用
收藏
页码：241 / 255
页数：15
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