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BRUSHLESS PERMANENT MAGNET MOTOR DRIVE
NEURAL NETWORK BASED DTC FOR BRUSHLESS PERMANENT MAGNET
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_ C _ _ I _ A(psd)max active voltage vectors applied BLDC drive BLDC Motor Drive Brushless DC Motors control methodology Conventional DTC conventional switching table d-q axis data sets direct torque control DTC model DTC of BLDC efﬁcient enhanced switching table Field Oriented Control Flux fuzzy logic Hybrid Electric Vehicle hysteresis comparator induction motor input intelligent controller inverter maximum neural network based Neural Network trained NN Trained Permanent Magnet Motor phase currents pulse width modulator q axis rotating reference frame Rotor electrical rotor position seen from Figure shape back EMF shown in Figure Simulation Results sinusoidal speed stator ﬂux command stator ﬂux linkage stator ﬂux magnitude stator ﬂux position stator voltage vector stator winding structure Substituting the value switching signal switching table based three phase torque error torque response torque ripple veriﬁed Voltage Space Vector zero voltage vectors