DocumentCode :
2040825
Title :
Intelligent analysis platform of industrial circulating water based on VB and Matlab
Author :
Junfang Li ; Tieqiang Wang ; Yang Zhao ; Junxiang Yang ; Qiang Gao
Author_Institution :
Tianjin Key Lab. For Control Theor. & Applic. in Complicated Syst., Tianjin Univ. of Technol., Tianjin, China
fYear :
2015
fDate :
2-5 Aug. 2015
Firstpage :
654
Lastpage :
658
Abstract :
Circulating cooling water occupies a high proportion in industrial production. The corrosion and scaling are common quality faults in the circulating cooling water system, which affect the operation of industrial equipment seriously. Through the analysis of the high concentrated multiple water quality data, choose the water quality parameters which have a greater impact on the corrosion rate and adhesion rate, then based on NARX neural network, the prediction model of corrosion rate and adhesion rate is established. Finally, using the VB and Matlab, the industrial circulating cooling water intelligent aided analysis platform is founded by combining with the water quality prediction model and embedding the small expert system. The platform realizes the prediction of corrosion rate and adhesion rate of water quality, and can put forward different expert advice for different forecast results. The application shows that the auxiliary analysis platform is feasible and has a good prospect.
Keywords :
Visual BASIC; adhesion; corrosion; neural nets; production engineering computing; production equipment; water quality; Matlab; NARX neural network; VB; Visual BASIC; adhesion rate; auxiliary analysis platform; circulating cooling water; corrosion fault; corrosion rate; expert system; industrial circulating water; industrial equipment; industrial production; intelligent analysis platform; scaling fault; water quality parameters; Adhesives; Cooling; Corrosion; MATLAB; Mathematical model; Neural networks; Predictive models; Adhesion rate; Analysis platform; Corrosion rate; Industrial circulating cooling water; NARX neural network;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mechatronics and Automation (ICMA), 2015 IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4799-7097-1
Type :
conf
DOI :
10.1109/ICMA.2015.7237562
Filename :
7237562
Link To Document :
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