Title :
ATS Fuzzy Observer for an Anaerobic Fluidized Bed Reactor
Author :
Carlos-Hernandez, S. ; Mallet, G. ; Beteau, J.F. ; Sanchez, E.N.
Author_Institution :
Lab. d´´Automatique de Grenoble, Grenoble
Abstract :
In this article, a Takagi-Sugeno fuzzy observer for the anaerobic digestion process in a fluidized bed reactor is proposed. First, a general explanation of this bioprocess is introduced. A model of the system discretized in the space by the orthogonal collocation method is presented. This model is analyzed locally to prove properties of stability and observability. Then, the design of the fuzzy observer is presented; the choice of the local models was made by the principal component analysis. The observer performances are shown via realistic simulations.
Keywords :
biology; fluidised beds; fuzzy control; observers; principal component analysis; stability; Takagi-Sugeno fuzzy observer; anaerobic digestion process; bioprocess; fluidized bed reactor; orthogonal collocation method; principal component analysis; stability; Biological system modeling; Effluents; Fluidization; Hydrodynamics; Inductors; Mathematical model; Observability; Observers; Principal component analysis; Pulp and paper industry;
Conference_Titel :
Fuzzy Systems, 2006 IEEE International Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-9488-7
DOI :
10.1109/FUZZY.2006.1682019