DocumentCode :
720728
Title :
New state observer based on Takagi-Sugeno fuzzy controller of induction motor
Author :
Hammoudi, M.Y. ; Benbouzid, M.E.H. ; Rizoug, N. ; Allag, A.
Author_Institution :
MSE Lab., Univ. of Biskra, Biskra, Algeria
fYear :
2015
fDate :
28-30 April 2015
Firstpage :
145
Lastpage :
150
Abstract :
This paper presents a nonlinear observer-based on Takagi-Sugeno(T-S)fuzzy controller design approach for induction motor (IM). The peculiarity of this paper is the synthesis of a mono- Luenberger observer for highly coupled system. The TS fuzzy model is firstly used to approximate the nonlinear IM systems. Next, based on the differential mean value theorem combined to the sector nonlinearity transformation, a nonlinear fuzzy observer is designed to estimate the system states in order to implement the fuzzy controller. Then, the parallel distributed compensator (PDC) scheme is used to design the fuzzy controller for the overall system. Fuzzy Controller and observer gains are obtained by solving a set of Linear Matrix Inequality (LMI). Finally, illustrative simulation results represented to validate the performance of the proposed approach.
Keywords :
compensation; control system synthesis; fuzzy control; induction motors; linear matrix inequalities; nonlinear control systems; observers; LMI; PDC scheme; T-S fuzzy controller design; Takagi-Sugeno fuzzy controller; differential mean value theorem; induction motor; linear matrix inequality; mono-Luenberger observer synthesis; nonlinear IM systems; nonlinear fuzzy observer; nonlinear observer; observer gain; parallel distributed compensator; sector nonlinearity transformation; state observer; Induction motors; Linear matrix inequalities; Mathematical model; Nonlinear systems; Observers; Rotors; Stators; Differential mean value theorem; Induction motor; Linear matrix inequalities (LMI); Observer design; Parallel distributed compensator; Sector nonlinearity transformation; T-S Fuzzy Model;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems and Control (ICSC), 2015 4th International Conference on
Conference_Location :
Sousse
Print_ISBN :
978-1-4673-7108-7
Type :
conf
DOI :
10.1109/ICoSC.2015.7153279
Filename :
7153279
Link To Document :
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