DocumentCode
2033301
Title
An improved PSO method for energy saving system of office lighting
Author
Si, Wa ; Ogai, Harutoshi ; Hirai, Katsumi ; Takahashi, Hidehiro ; Ogawa, Masatoshi
Author_Institution
Grad. Sch. of Inf., Production & Syst., Waseda Univ., Kitakyushu, Japan
fYear
2011
fDate
13-18 Sept. 2011
Firstpage
1533
Lastpage
1536
Abstract
In order to reduce the amount of wasted energy in office lighting and provide a major contribution to lowering overall energy consumption, we are developing a new energy saving system for office lighting by using adjustable lamp, Wireless Sensor Network (WSN) and Particle Swarm Optimization (PSO). The illumination sensors collect and send the data to the control module. After the PSO (Particle Swarm Optimization) process, the module finally sets the power of the lamps according to the PSO result. In this paper we extent a prototype system which consists of one WSN control module, four fluorescent lamps with dimming capacity and three illumination sensors to a system which consists of one control module, sixteen lamps and up to sixteen sensors. We also make improvements on the PSO algorithm for more complicated situations. After real experiments in a middle-sized meeting room, it was proved that the system can successfully control the lights, and save considerable energy.
Keywords
building services; energy conservation; energy consumption; fluorescent lamps; lighting; particle swarm optimisation; sensors; wireless sensor networks; WSN control module; adjustable lamp; control module; dimming capacity; energy consumption; energy saving system; fluorescent lamp; illumination sensors; improved PSO method; middle sized meeting room; office lighting; particle swarm optimization; prototype system; wasted energy reduction; wireless sensor network; Cost function; Lighting; Prototypes; Sensor systems; Wireless communication; Wireless sensor networks; Energy Saving System; Office Lighting; PSO; WSN;
fLanguage
English
Publisher
ieee
Conference_Titel
SICE Annual Conference (SICE), 2011 Proceedings of
Conference_Location
Tokyo
ISSN
pending
Print_ISBN
978-1-4577-0714-8
Type
conf
Filename
6060207
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