DocumentCode
3218724
Title
An adaptive control strategy based on usage analysis for office power management
Author
Feng Li ; Hao Chen ; Yabin Dang ; Xin Zhou ; Shaochun Li ; Wang Fen Fei ; Xinyu Zhao
Author_Institution
IBM Res. - China, Beijing, China
fYear
2013
fDate
28-30 July 2013
Firstpage
19
Lastpage
23
Abstract
In this paper, a control strategy is presented to coordinately control the switches of lamps and projectors in offices, especially for those offices with multiple meeting rooms. Firstly, it detects and collects the lamps and projects usage status through some devices, such as embedded sensors. Secondly, it analyzes the historical usage records of projectors and lamps and identifies several patterns for lamps and projector usage. Then, it clusters the control strategies for each pattern and determines the most popular used control strategy for each pattern. Finally, it updates and stores the most popular used strategy as optimal control strategy for execution. In order to verify its feasibility, efficiency and value, a prototype system and apparatus is proposed. And the experimental results prove it can help user to save power consumption and improve operation efficiency while using projectors.
Keywords
adaptive control; building management systems; lamps; optical projectors; optimal control; power consumption; adaptive control strategy; lamps switches; multiple meeting rooms; office power management; offices; operation efficiency; optimal control strategy; power consumption; projectors; prototype system; usage analysis; Adaptive control; Brightness; Data mining; Optimal control; Prototypes; Receivers;
fLanguage
English
Publisher
ieee
Conference_Titel
Service Operations and Logistics, and Informatics (SOLI), 2013 IEEE International Conference on
Conference_Location
Dongguan
Print_ISBN
978-1-4799-0529-4
Type
conf
DOI
10.1109/SOLI.2013.6611374
Filename
6611374
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