Scalable Multipurpose Smart Indoor Lighting System for Wireless Sensor Networks

被引:0
|
作者
Seyedolhoseini, A. [1 ]
Nemati, R. [1 ]
Maghousmi, H. [1 ]
Karimian, S. [2 ]
Masoumi, N. [1 ]
机构
[1] Univ Tehran, Coll Eng, Sch ECE, Tehran, Iran
[2] Shahid Beheshti Univ, Sch ECE, Tehran, Iran
关键词
Smart indoor lighting; Artificial Neural Networks (ANNs); Wireless Sensor Networks (WSNs); !text type='python']python[!/text; ZigBee;
D O I
10.1109/ICEE52715.2021.9544201
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
In this paper, a multipurpose and scalable smart lighting control system for indoor environments developed and implemented for wireless sensors networks (WSNs). The main goal of the developed control system is to improve both security and user visual comfort. The Artificial intelligence of Neural Networks (NNs) are employed to model the system. The lighting system is modeled using the feedforward neural network. According to the desired lighting conditions (the maintained illuminance and illuminance uniformity), the luminaires dimming levels are determined. The user data is entered to the system via a touch panel and the user is warned by text messages and emails. The designed system is implemented in a real test environment and the experimental results show 98% accuracy in determination of the maintained illuminance and illuminance uniformity in the indoor test area.
引用
收藏
页码:182 / 186
页数:5
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