HAL will be down for maintenance from Friday, June 10 at 4pm through Monday, June 13 at 9am. More information
Skip to Main content Skip to Navigation
Journal articles

Robust Adaptive Estimation in the Competitive Chemostat

Alex dos Reis de Souza 1, * Jean-Luc Gouzé 2, 3 Denis Efimov 1 Andrey Polyakov 1
* Corresponding author
1 VALSE - Finite-time control and estimation for distributed systems
Inria Lille - Nord Europe, CRIStAL - Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189
2 BIOCORE - Biological control of artificial ecosystems
CRISAM - Inria Sophia Antipolis - Méditerranée , LOV - Laboratoire d'océanographie de Villefranche, INRAE - Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement
Abstract : In this paper, the problem of state estimation of a bioreactor containing a single substrate and several competing species is studied. This scenario is well-known as the competition model, in which multiple species compete for a single limiting nutrient. Considering the total biomass to be the only available measurement, the challenge is to estimate the concentration of the whole state vector. To achieve this goal, the estimation scheme is built by the coupling of two estimation techniques: an asymptotic observer, which depends solely on the operating conditions of the bioreactor, and a finite-time parameter estimation technique, which drops the usual requirement of the persistence of excitation. The presented methodology achieves the estimation of each competing species and a numerical example illustrates the intended application.
Document type :
Journal articles
Complete list of metadata

Cited literature [24 references]  Display  Hide  Download

Contributor : Denis Efimov Connect in order to contact the contributor
Submitted on : Thursday, July 30, 2020 - 1:16:34 PM
Last modification on : Thursday, March 24, 2022 - 3:42:58 AM
Long-term archiving on: : Tuesday, December 1, 2020 - 9:59:30 AM


Files produced by the author(s)



Alex dos Reis de Souza, Jean-Luc Gouzé, Denis Efimov, Andrey Polyakov. Robust Adaptive Estimation in the Competitive Chemostat. Computers & Chemical Engineering, Elsevier, 2020, 142, pp.107030. ⟨10.1016/j.compchemeng.2020.107030⟩. ⟨hal-02909395⟩



Record views


Files downloads