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voltage in the three phase stator winding.
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The construction contains low flux density permanent magnet in rotational part and the three phase winding stator install at the ventilator base.
The various types of magnetic fields have been generated in a specially designed stator energized by three phase, AC and DC currents.
A multi-layer SVM classifier is proposed to detect and classify the internal faults on stator windings of a SG using the instantaneous values of three phase currents on both sides of the SG stator windings.
Fig. 6 Response of SVM1 and SVM2 to a three phase to ground fault at 75% of stator windings.
This paper describes a nonlinear torque and stator flux controller for three phase induction motor (IM) drives on the basis of a space vector modulation (SVM) scheme.
The three phase currents at both ends of the SG stator windings are sampled at a sampling frequency of 1 kHz.
The proposed procedure for fault classification can be described in the following steps: 1- The three phase currents at both ends of the SG stator windings are sampled at a sampling frequency of 1 kHz.
A three phase to ground fault is simulated at 75% of stator windings away from the neutral point.
Each training or testing pattern consists of 24 elements; these elements represent 4 samples of each of the three phase currents at the two sides of the SG stator windings.
Hence we restrict the domain to one sextant, see Figure 3. Figure 3 Sextant domain for mathematical model: stator, rotor and three phases (A, B, C).
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