DocumentCode
2014478
Title
The operation optimization of AN reactor based on pattern recognition
Author
Biao, Chen ; Meisheng, Xue ; Jun, Li ; Peng, Luo ; Demin, Sun ; Haidong, Xu ; Fei, Yu ; Lichun, Cheng ; Qun, Gao
Author_Institution
Dept. of Autom., Univ. of Sci. & Technol. of China, Hefei, China
Volume
3
fYear
2002
fDate
2002
Firstpage
2465
Abstract
Generally, research objects of chemical industry operation optimization are multi-factorial, highly noisy, nonlinear, non-Gaussian distributed, non-evenly distributed datasets which contain useful information for improving industrial processes. Optimization based on pattern recognition is a good tool of information mining. The paper gives the operation parameters of the acrylonitrile (AN) apparatus by applying an optimal method based on pattern recognition. The method can be applied to other industrial processes as well.
Keywords
chemical industry; optimal control; pattern clustering; process control; acrylonitrile reactor; cluster analysis; information mining; operation optimization; pattern recognition; Automation; Chemical industry; Chemical processes; Inductors; Intelligent control; Pattern recognition; Petrochemicals; Sun;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation, 2002. Proceedings of the 4th World Congress on
Print_ISBN
0-7803-7268-9
Type
conf
DOI
10.1109/WCICA.2002.1021536
Filename
1021536
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