DocumentCode
2289450
Title
Global parametric identifiability of mechanistic models in chain polymerization
Author
Rantow, Felix S. ; Soroush, Masoud ; Grady, Michael C.
Author_Institution
Chem. & Biol. Eng., Drexel Univ., Philadelphia, PA
fYear
2006
fDate
14-16 June 2006
Abstract
Mechanistic models of chain homopolymerization systems in isothermal batch reactors are analyzed in terms of their global parametric identifiability with respect to state-of-art measurements. The analyses include identifiability of the individual parameters (reaction rate constants) from the measurements and distinguishability of models that arise from different reaction networks. Particular systems of interest are the high-temperature batch chain homopolymerization systems. Advantages of adding spectroscopic measurements to conventional (e.g., gravimetric and chromatographic) measurements in parameter estimation studies are also discussed
Keywords
chemical reactors; parameter estimation; polymerisation; spectroscopy; global parametric identifiability; high-temperature batch chain homopolymerization systems; isothermal batch reactors; mechanistic models; parameter estimation; reaction networks; spectroscopic measurements; Biological system modeling; Chemical analysis; Chemical engineering; Chemical reactors; Chemistry; Inductors; Kinetic theory; Parameter estimation; Polymers; Spectroscopy;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference, 2006
Conference_Location
Minneapolis, MN
Print_ISBN
1-4244-0209-3
Electronic_ISBN
1-4244-0209-3
Type
conf
DOI
10.1109/ACC.2006.1657188
Filename
1657188
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