DocumentCode
396106
Title
System observability and nonlinear parameter identification of nonylphenol biodegradation kinetics
Author
Shah, Vishal ; Chaubal, Aditya ; Ramachandran, Ravi P. ; Ordóñez, Raúl ; Jahan, Kauser
Author_Institution
California Inst. of Technol., Pasadena, CA, USA
Volume
3
fYear
2003
fDate
25-28 May 2003
Abstract
Addition of surfactants, detergents and emulsifiers has been successfully applied for cleanup of petroleum-contaminated sites. However, a certain group of widely used alkylphenolethoxylates (APEs) surfactants was recently banned in Europe because scientists discovered that APE breakdown products are estrogenic and highly toxic to aquatic organisms. Nonylphenol is one of the very toxic breakdown products. The process of nonylphenol biodegradation is very important to many scientists because of its potential effectiveness as a treatment tool for pollution. However, very little information is available on the biodegradation kinetics of nonylphenol. Kinetic information is necessary for predicting the fate of pollutants. We start with Monod´s model for nonylphenol biodegradation which is based on a coupled system of nonlinear differential equations. We prove that the states of the system and the parameters of Monod´s model are locally observable. This enables us to perform a meaningful parameter estimation analysis. By using nonlinear least-squares optimization, we obtain the biodegradation kinetics and verify physical feasibility on independent datasets.
Keywords
least squares approximations; molecular biophysics; pollution control; surfactants; Monod´s model; alkylphenolethoxylates; aquatic organisms; biodegradation kinetics; detergents; emulsifiers; estrogenic products; nonlinear least-squares optimization; nonlinear parameter identification; nonylphenol biodegradation; nonylphenol biodegradation kinetics; parameter estimation analysis; petroleum-contaminated sites; surfactants; system observability; toxic breakdown products; Biodegradation; Couplings; Differential equations; Electric breakdown; Europe; Kinetic theory; Observability; Organisms; Parameter estimation; Pollution;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 2003. ISCAS '03. Proceedings of the 2003 International Symposium on
Print_ISBN
0-7803-7761-3
Type
conf
DOI
10.1109/ISCAS.2003.1204946
Filename
1204946
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