An adaptive observer design for Takagi-Sugeno type nonlinear system - Réseau de recherche en Théorie des Systèmes Distribués, Modélisation, Analyse et Contrôle des Systèmes
Communication Dans Un Congrès Année : 2017

An adaptive observer design for Takagi-Sugeno type nonlinear system

Résumé

Takagi-Sugeno (T-S) type of polytopic models have been used prominently in the literature to analyze nonlinear systems. With the sector nonlinearity approach, an exact representation of a nonlinear system within a sector could be obtained in a T-S form. Hence, a number of observer design strategies have been proposed for nonlinear systems using the T-S framework. In this work, a design strategy for adaptive observers is presented for a type of T-S systems with unknown parameters. The proposed approach improves upon the existing literature in two folds: reduce the computational burden and provide an algorithmic procedure that would seamlessly connect the state estimation and parameter estimation parts of the observer design. Lyapunov approach is used for the stability analysis and the design procedure. The results are illustrated on a simulation example.
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hal-01478144 , version 1 (02-11-2024)

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Krishnan Srinivasarengan, José Ragot, Didier Maquin, Christophe Aubrun. An adaptive observer design for Takagi-Sugeno type nonlinear system. 20th IFAC World Congress, IFAC 2017, Jul 2017, Toulouse, France. pp.826-831, ⟨10.1016/j.ifacol.2017.08.147⟩. ⟨hal-01478144⟩
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