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An optimized regularization method using volterra model application to atrazine oxidation process

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5 Author(s)
Bibes, G. ; Lab. d''Automatique et d''Informatique Indutrielle, Poitiers ; Ouvrard, R. ; Coirault, P. ; Rambault, L.
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This paper is about a regularization method applied to a chemical process considered as a nonlinear system. The Volterra model is used to represent such a nonlinear system. Volterra kernels are expanded on generalized orthonormal function bases in order to provide a quite flexible and accurate model. Tikhonov's regularization method, optimized on a sliding window, is then applied to the Volterra model in order to restore an unknown quantity from measurements of another quantity. Such an inverse method is then applied to a simulated pollutant oxidation process

Published in:

Control Applications, 2005. CCA 2005. Proceedings of 2005 IEEE Conference on

Date of Conference:

28-31 Aug. 2005

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