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
Link To Document :
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