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Development of a Novel Soft Sensor Using a Local Model Network with an Adaptive Subtractive Clustering Approach

Authors :
Shi-Shang Jang
David Shan-Hill Wong
Tian-Hong Pan
Source :
Industrial & Engineering Chemistry Research. 49:4738-4747
Publication Year :
2010
Publisher :
American Chemical Society (ACS), 2010.

Abstract

In this study, using data-driven methods, we develop a soft senor based on a multiple local model for a nonlinear industrial process. The soft sensor is based on a novel learning algorithm, which u...

Details

ISSN :
15205045 and 08885885
Volume :
49
Database :
OpenAIRE
Journal :
Industrial & Engineering Chemistry Research
Accession number :
edsair.doi...........92eaf4acaec943f4e8db50662745f5a3