Interval observer with near optimal adaptation dynamics. Application to the estimation of lipid quota in microalgae - Inria - Institut national de recherche en sciences et technologies du numérique
Article Dans Une Revue International Journal of Robust and Nonlinear Control Année : 2014

Interval observer with near optimal adaptation dynamics. Application to the estimation of lipid quota in microalgae

Résumé

In this paper, the design of an interval observer with an adaptive dynamical gain is presented. The observer is formulated in the framework of robust state estimation of uncertain dynamical systems, where an interval that encloses the unknown state variables is provided. For a specific type of interval observer design, an optimal gain could provide the narrowest interval. Because this gain depends on the (unknown) state, it can however not be determined, and only intervals for this optimal gain can be estimated. Here, we propose a strategy to track, with a high gain observer, the optimal gain together with the computation of its derivative. The observer performance is first illustrated with the simple case of an uncertain bioreactor model. Then, we propose the real case of the estimation of microalgal oil in the framework of biofuel production. The proposed observer design, when applied to experimental data of Isochrysis affinis galbana, appears to be a suitable robust estimation technique.

Dates et versions

hal-00848434 , version 1 (26-07-2013)

Identifiants

Citer

Francis Mairet, Marcelo Moisan, Olivier Bernard. Interval observer with near optimal adaptation dynamics. Application to the estimation of lipid quota in microalgae. International Journal of Robust and Nonlinear Control, 2014, 24 (6), pp.1142-1157. ⟨10.1002/rnc.2934⟩. ⟨hal-00848434⟩
155 Consultations
0 Téléchargements

Altmetric

Partager

More