DocumentCode
3121998
Title
Volterra model inversion using restored input feedback Application to an anaerobic digestor
Author
Bibes, G. ; Ouvrard, R. ; Coirault, P. ; Trigeassou, J.C.
Author_Institution
Laboratoire d´´Automatique et d´´Informatique Industrielle, ESIP, Université de Poitiers, 40 Av.du Recteur Pineau 86022 Poitiers FRANCE. email: guillaume.bibes@etu.univ-poitiers.fr
fYear
2005
fDate
12-15 Dec. 2005
Firstpage
5558
Lastpage
5563
Abstract
This paper presents a way to obtain Volterra model inversion. A Volterra series expansion truncated to its first terms is used to represent a nonlinear system. An expansion of Volterra kernels on transfer functions is presented in order to obtain a more parsimonious model than the one expanded on generalized function bases. An inversion method is then proposed in order to restore Volterra model input from its output. At last, this method is experimentally validated in the case of a continuous anaerobic digestor.
Keywords
Biological system modeling; Biological systems; Feedback; Inverse problems; Kernel; Neural networks; Nonlinear systems; Particle measurements; Transfer functions;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 2005 and 2005 European Control Conference. CDC-ECC '05. 44th IEEE Conference on
Print_ISBN
0-7803-9567-0
Type
conf
DOI
10.1109/CDC.2005.1583047
Filename
1583047
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