Intelligent system for lighting control in smart cities

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• 作者：Juan F. De Paz^a ; ^{fcofds@usal.es" class="auth_mail" title="E-mail the corresponding author} ; Javier Bajo ; ^b ; ^{jbajo@fi.upm.es" class="auth_mail" title="E-mail the corresponding author} ; Sara Rodrí ; guez^a ; ^{srg@usal.es" class="auth_mail" title="E-mail the corresponding author} ; Gabriel Villarrubia^a ; ^{gvg@usal.es" class="auth_mail" title="E-mail the corresponding author} ; Juan M. Corchado^a ; ^{corchado@usal.es" class="auth_mail" title="E-mail the corresponding author}
• 关键词：Light sensors ; Intelligent systems ; Distributed systems ; Autonomous control ; Street lighting
• 刊名：Information Sciences
• 出版年：2016
• 出版时间：1 December 2016
• 年：2016
• 卷：372
• 期：Complete
• 页码：241-255
• 全文大小：3421 K

文摘

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.