MULTIMODEL CONTROL AND FUZZY OPTIMIZATION OF AN INDUCTION MOTOR

Classical indirect field-oriented control is highly sensitive to uncertainties in the rotor resistance of the induction motor. This sensitivity can be reduced by combining two different methods to compute the stator electrical frequency. Fuzzy logic is used to combine both methods to obtain a compro...

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Veröffentlicht in:International journal of artificial intelligence & applications 2013-01, Vol.4 (1), p.23-23
Hauptverfasser: Dhaoui, Mehdi, Laakam, Makhlouf, Sbita, Lassaad
Format: Artikel
Sprache:eng
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Zusammenfassung:Classical indirect field-oriented control is highly sensitive to uncertainties in the rotor resistance of the induction motor. This sensitivity can be reduced by combining two different methods to compute the stator electrical frequency. Fuzzy logic is used to combine both methods to obtain a compromise which reduces the nux control sensitivity to electrical parameter errors at each operating point. The design of the fuzzy logic block is based on a theoretical sensitivity analysis taking magnetic saturation into account, in simulations. In this paper, the performance of the proposed control algorithm is theoretically studied. The predictions are validated by considering the stator current variations, to develop a given steady-state torque, induced by the imperfect nux control.
ISSN:0976-2191
0975-900X