Open AccessA comparative study of nonlinear circle criterion based observer and H∞ observer for induction motor drive
Author(s) -
Farid Berrezzek,
Wafa Bourbia,
Bachir Bensaker
Publication year - 2019
Publication title -
international journal of power electronics and drive systems (ijpeds)
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.322
H-Index - 21
ISSN - 2088-8694
DOI - 10.11591/ijpeds.v10.i3.pp1229-1243
Subject(s) - control theory (sociology) , observer (physics) , nonlinear system , mathematics , induction motor , linear matrix inequality , attenuation , state observer , computer science , mathematical optimization , control (management) , physics , optics , quantum mechanics , voltage , artificial intelligence
This paper deals with a comparative study of circle criterion based nonlinear observer and H ∞ observer for induction motor (IM) drive. The advantage of the circle criterion approach for nonlinear observer design is that it directly handles the nonlinearities of the system with less restriction conditions in contrast of the other methods which attempt to eliminate them. However the H ∞ observer guaranteed the stability taking into account disturbance and noise attenuation. Linear matrix inequality (LMI) optimization approach is used to compute the gains matrices for the two observers. The simulation results show the superiority of H ∞ observer in the sense that it can achieve convergence to the true state, despite the nonlinearity of model and the presence of disturbance.