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All Journal International Journal of Power Electronics and Drive Systems (IJPEDS)
Ismail khalil Bousserhane
Tahri Mohamed University-Béchar
Control & Systems Engineering Electrical & Electronics Engineering

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A study of sensorless vector control of IM using neural network luenberger observer Tahar Belbekri; Bousmaha Bouchiba; Ismail khalil Bousserhane; Houcine Becheri
International Journal of Power Electronics and Drive Systems (IJPEDS) Vol 11, No 3: September 2020
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (300.954 KB) | DOI: 10.11591/ijpeds.v11.i3.pp1259-1267

Abstract

After the development of electronic components, the elimination of the sensors has become a necessary subject to get good results in the field of speed control, because of the price of the sensors, the strenuous choice of its position and the disturbance of measurement which affects the robustness of control. The luenberger observer showed to be one of the most excellent methods suggested by the researchers; this is due to the best performance, it offers in terms of stability, reliability and less counting effort. In this article, a study of luenberger observer based on neural network-based was discussed. This artificial intelligence method makes it possible to decrease the error of estimated speed for IRFOC control of the induction motor. Simulation results are obtained to show the robustness and stability of the system.
Co-Authors Bousmaha Bouchiba Houcine Becheri Tahar Belbekri