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Development of a New Regression Analysis Method Using Independent Component Analysis

✍ Scribed by Kaneko, Hiromasa; Arakawa, Masamoto; Funatsu, Kimito

Book ID
125959994
Publisher
American Chemical Society
Year
2008
Tongue
English
Weight
214 KB
Volume
48
Category
Article
ISSN
0095-2338

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Development of a new soft sensor method
Development of a new soft sensor method using independent component analysis and partial least squares
✍ Hiromasa Kaneko; Masamoto Arakawa; Kimito Funatsu πŸ“‚ Article πŸ“… 2009 πŸ› American Institute of Chemical Engineers 🌐 English βš– 563 KB

## Abstract Soft sensors are used widely to estimate a process variable which is difficult to measure online. One of the crucial difficulties of soft sensors is that predictive accuracy drops due to changes of state of chemical plants. To cope with this problem, a regression model can be updated. H