Title
Gain scheduled luenberger observers for microalgal cultures
Date Issued
22 July 2014
Access level
metadata only access
Resource Type
conference paper
Author(s)
Coutinho D.
Hantson A.L.
Van Impe J.
Vande Wouwer A.
Universidad de Mons
Publisher(s)
Institute of Electrical and Electronics Engineers Inc.
Abstract
Monitoring of microalgal processes is delicate due to the lack of on-line sensors, except for a few variables such as biovolume. In this study, software sensors are designed to reconstruct variables such as the internal nitrogen quota, whose follow-up is important when considering the production of lipids. The proposed software sensor makes use of a Droop model (one of the simplest available models in the literature) and it is based on a extended Luenberger observer. In the design procedure, uncertain parameters and model nonlinearities are formulated as time varying parameters, resulting into a quasi-Linear Parameter Varying (quasi-LPV) system. Lyapunov arguments and linear matrix inequalities (LMI) are used to design the proposed software sensors. A case study is considered to illustrate the observer demonstrating the potentials of the proposed approach.
Start page
146
End page
151
Language
English
OCDE Knowledge area
Informática y Ciencias de la Información Ingeniería de sistemas y comunicaciones
Scopus EID
2-s2.0-84911493616
ISBN
9783952426913
Conference
2014 European Control Conference, ECC 2014
Sources of information: Directorio de Producción Científica Scopus