Adaptive observer design for nonlinear systems with parametric uncertainties in unmeasured state dynamics

2009 ◽  
Author(s):  
Oyvind Nistad Stamnes ◽  
Jing Zhou ◽  
Ole Morten Aamo ◽  
Glenn-Ole Kaasa
Keyword(s):  
Nonlinear Systems ◽  
Observer Design ◽  
Adaptive Observer ◽  
Parametric Uncertainties

Adaptive observer design for a class of nonlinear systems. Application to speed sensorless induction motor

Automatica ◽  
2018 ◽  
Vol 90 ◽  
pp. 239-247 ◽  
Author(s):  
Mondher Farza ◽  
Mohammed M’Saad ◽  
Tomas Ménard ◽  
Ali Ltaief ◽  
Tarak Maatoug
Keyword(s):  
Nonlinear Systems ◽  
Induction Motor ◽  
Observer Design ◽  
Adaptive Observer ◽  
Speed Sensorless

scholarly journals An adaptive observer design approach for a class of discrete-time nonlinear systems

2018 ◽  
Vol 28 (1) ◽  
pp. 55-67 ◽  
Author(s):  
Krishnan Srinivasarengan ◽  
José Ragot ◽  
Christophe Aubrun ◽  
Didier Maquin
Keyword(s):  
Parameter Estimation ◽  
Nonlinear Systems ◽  
Linear Systems ◽  
Discrete Time ◽  
Design Procedure ◽  
Observer Design ◽  
Joint Estimation ◽  
Adaptive Observer ◽  
Waste Water Treatment Plant ◽  
Joint State

AbstractWe consider the problem of joint estimation of states and some constant parameters for a class of nonlinear discrete-time systems. This class contains systems that could be transformed into a quasi-LPV (linear parameter varying) polytopic model in the Takagi-Sugeno (T-S) form. Such systems could have unmeasured premise variables, a case usually overlooked in the observer design literature. We assert that, for such systems in discrete-time, the current literature lacks design strategies for joint state and parameter estimation. To this end, we adapt the existing literature on continuous-time linear systems for joint state and time-varying parameter estimation. We first develop the discrete-time version of this result for linear systems. A Lyapunov approach is used to illustrate stability, and bounds for the estimation error are obtained via the bounded real lemma. We use this result to achieve our objective for a design procedure for a class of nonlinear systems with constant parameters. This results in less conservative conditions and a simplified design procedure. A basic waste water treatment plant simulation example is discussed to illustrate the design procedure.

scholarly journals A Continuous-discrete Adaptive Observer Design for Nonlinear Systems Subject to Sensor Nonlinearities

2020 ◽  
Vol 53 (2) ◽  
pp. 5039-5044
Author(s):  
S. Ahmed-Ali ◽  
E. Magarotto ◽  
J.-F. Massieu
Keyword(s):  
Nonlinear Systems ◽  
Observer Design ◽  
Adaptive Observer

scholarly journals Adaptive observer design for a class of nonlinear systems with time delays

2018 ◽  
Vol 3 (1) ◽  
pp. 373-383
Author(s):  
Ahlem Sassi ◽  
Michel Zasadzinksi ◽  
Harouna Souley Ali ◽  
Kamel Abderrahim
Keyword(s):  
Nonlinear Systems ◽  
Time Delays ◽  
Observer Design ◽  
Adaptive Observer

Adaptive observer design for a class of descriptor nonlinear systems

2018 ◽  
Vol 44 ◽  
pp. 90-102 ◽  
Author(s):  
Ahlem Sassi ◽  
Harouna Souley Ali ◽  
Michel Zasadzinski ◽  
Kamel Abderrahim
Keyword(s):  
Nonlinear Systems ◽  
Observer Design ◽  
Adaptive Observer
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