DocumentCode
2369882
Title
Soft-measurement of black liquor baume degree & its implementation
Author
Tang, Wei ; Huang, Junmei ; Liu, Dan ; Wang, Mengxiao
Author_Institution
Dept. of Paper-making Eng., Shaanxi Univ. of Sci. & Technol., Xi´´an, China
fYear
2010
fDate
4-7 Aug. 2010
Firstpage
819
Lastpage
823
Abstract
Aiming at the problem of on-line measurement of black liquor baume degree, a soft-measurement scheme based on GSVM (Gaussian Kernel Support Vector Machine) was proposed in this paper. The model used steam pressure and liquor temperature as the secondary variables to predict black liquor baume degree. In terms of the hardware and software development platform of SIEMENS S7-300, a DCS based on soft measurement technology of black liquor baume degree was designed. The results show that this method can monitor the black liquor baume degree in evaporation section of the alkali recovery process better, control the utilization rate of the fresh steam effectively and achieve the purpose of reducing the energy consumption of paper-making industry successfully.
Keywords
Gaussian processes; paper industry; paper making; production engineering computing; pulp manufacture; support vector machines; water pollution measurement; Gaussian kernel support vector machine; SIEMENS S7-300; alkali recovery process; black liquor baume degree; fresh steam utilization rate; liquor temperature; paper-making industry; soft-measurement scheme; steam pressure; Computational modeling; Computers; Hardware; Kernel; Mathematical model; Predictive models; Support vector machines;
fLanguage
English
Publisher
ieee
Conference_Titel
Mechatronics and Automation (ICMA), 2010 International Conference on
Conference_Location
Xi´an
ISSN
2152-7431
Print_ISBN
978-1-4244-5140-1
Electronic_ISBN
2152-7431
Type
conf
DOI
10.1109/ICMA.2010.5589029
Filename
5589029
Link To Document