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Novel nonlinear multivariate calibration methods
KTH, Superseded Departments, Chemistry.
1998 (English)Doctoral thesis, comprehensive summary (Other scientific)
Abstract [en]

The interest fornonlinear modeling has increasedconcomitantly with the increased awareness of the ubiquity ofnonlinear systems. The traditional solution in analyticalchemistry, to linearize the system by some sort of samplepretreatment, is not always an option in process analyticalchemistry. Sample pretreatment merely introduces unwantedsources of error. The analysis should be performed in-line, orat least on-line, and facilitate a rapid prediction of keyprocess parameters.

Keywords: multivariate calibration, nonlinear modeling,PLS, neural networks, linearing transform

Place, publisher, year, edition, pages
Stockholm: Kemi , 1998. , 50 p.
URN: urn:nbn:se:kth:diva-2649ISBN: 91-7170-266-0OAI: diva2:8316
Public defence
NR 20140805Available from: 2000-01-01 Created: 2000-01-01Bibliographically approved

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