Seven-level NPC inverter-based DTC-ANN method of the PMSM drives
Habib Benbouhenni
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Seven-level NPC inverter-based DTC-ANN method of the PMSM drives

with regulation speed using differents intelligent PI controllers

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Over the past years, many kinds of control techniques are proposed for permanent magnet synchronous motors (PMSM) drives using a two-level inverter and intelligent techniques ( fuzzy logic (FL), artificial neural network (ANN) and adaptive neuro-fuzzy inference system (ANFIS)...). Among them, the direct torque control (DTC) method has gained more importance due to the simple strategy and fast dynamic response. However, it has the disadvantage of high ripples in rotor flux, stator current, electromagnetic torque, and slow response because of proportional-integral (PI) of speed and switching tab...