DocumentCode
569784
Title
A dispatch method of air compressors based on forecasting consumption
Author
Fu, Xiangheng ; Kong, Dewen ; Song, Rongzhi ; Shi, Yan ; Cai, Maolin
Author_Institution
Sch. of Autom. Sci. & Electr. Eng., Beijing Univ. of Aeronaut. & Astronaut., Beijing, China
fYear
2012
fDate
25-27 July 2012
Firstpage
218
Lastpage
222
Abstract
Pneumatic system operation status and problems were analyzed in the industrial production site; Considering the 24 hours as a time unit, the feature of compressed air consumption was studied every 20 seconds in 24 hours in the industrial production site. Then, presenting a forecasting method, which is workable and the overall mean in line with air consumption changes in the law. This forecasting method is for the purpose of the operation dispatching of air compressors in the industrial site, and the forecasting accuracy meets the requirement of air compressors operation dispatching. Finally, with the forecasting consumption of compressed air, a optimal scheduling algorithm of compressor group is given.
Keywords
compressors; energy consumption; forecasting theory; pneumatic systems; queueing theory; scheduling; air compressor dispatch method; air consumption change; compressed air consumption; forecasting consumption; forecasting method; industrial production site; optimal scheduling algorithm; pneumatic system; time 20 s; time 24 hour; Atmospheric modeling; Compressors; Forecasting; Mathematical model; Pneumatic systems; Predictive models; Production; energy-saving; forecast model; neural network; optimal scheduling; pneumatic system;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Informatics (INDIN), 2012 10th IEEE International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4673-0312-5
Type
conf
DOI
10.1109/INDIN.2012.6301381
Filename
6301381
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