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- Title
A Support Vector Machines for the Polymerization Rate of Vinyl Acetate.
- Authors
Huang Jiangping; Zhu Zhigao; Tao Huihui
- Abstract
The polymerization rate of vinyl acetate is extremely important qualitative index and processing parameter of the vinyl acetate,but it is inconvenient being measured directly and real-timely,therefor,in this paper,soft sensor modeling method based on Least Square SVM(LS-SVM)is proposed,and cross validation method is used to select hyper-parameter of LS-SVM model.And it is applied to the soft sensor of the vinyl acetate (VAC) polymerization rate. Effective result indicates that LSSVM is of potential application in soft sensor.
- Subjects
POLYMERIZATION; VINYL acetate; LEAST squares; MATHEMATICAL models; POLYVINYL alcohol; ARTIFICIAL neural networks; SUPPORT vector machines; ESTIMATION theory software; VINYL polymers
- Publication
International Journal of Intelligent Information Technology Application, 2009, Vol 2, Issue 3, p99
- ISSN
1999-2459
- Publication type
Article