Czyżniewski, Mateusz ; Łangowski, Rafał
Contributor:Korbicz, Józef (1951- ) - red. ; Uciński, Dariusz - red.
Title:A hierarchical observer for a non-linear uncertain CSTR model of biochemical processes
Group publication title: Subject and Keywords:bioreactors ; hierarchical observers ; non-linear uncertain systems ; observers ; state estimation
Abstract:The problem of estimation of unmeasured state variables and unknown reaction kinetic functions for selected biochemical processes modelled as a continuous stirred tank reactor is addressed in this paper. In particular, a new hierarchical (sequential) state observer is derived to generate stable and robust estimates of the state variables and kinetic functions. The developed hierarchical observer uses an adjusted asymptotic observer and an adopted super-twisting sliding mode observer. ; The stability of the proposed hierarchical observer is investigated under uncertainty in the system dynamics. The stability analysis of the estimation error dynamics is carried out based on the methodology associated with linear parameter-varying systems and sliding mode regimes. The developed hierarchical observer is implemented in the Matlab/Simulink environment and its performance is validated via simulation. The obtained satisfactory estimation results demonstrate high effectiveness of the devised hierarchical observer.
Publisher:Zielona Góra: Uniwersytet Zielonogórski
Date: Resource Type: DOI: Pages: Source:AMCS, volume 34, number 1 (2024) ; click here to follow the link
Language: License CC BY 4.0: Rights: