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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Iqbal, A. Ahmed, S.M. Abu-Rub, H. |
| Copyright Year | 2010 |
| Description | Author affiliation: Department of Electrical & Computer Engineering, Texas A&M University at Qatar, Doha, Qatar (Ahmed, S.M.; Abu-Rub, H.) |
| Abstract | This paper analyses operation of an indirect rotor field oriented controlled five-phase induction machine with current control in the synchronous reference frame. Artificial Neural network (ANN) based Space vector PWM (SVPWM) technique is utilized to control the five-phase voltage source inverter feeding the five-phase induction machine. Performance, obtainable with ANN based space vector PWM and conventional space vector PWM are compared for a number of operating conditions on the basis of simulation results. Full decoupling of rotor flux control and torque control is realized for wide range of speed operation using both SVPWM and ANN based SVPWM. Dynamics, achievable with ANN based SVPWM, are shown to be slightly better when compared to the conventional space vector PWM method. Nevertheless, the gain in the torque characteristics is offset by their computational intensive algorithms. Thus the conventional approach is easier to employ for such applications. |
| Starting Page | 3015 |
| Ending Page | 3020 |
| File Size | 692218 |
| Page Count | 6 |
| File Format | |
| ISBN | 9781424453948 |
| e-ISBN | 9781424453931 |
| DOI | 10.1109/IPEC.2010.5543694 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2010-06-21 |
| Publisher Place | Japan |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Space vector pulse width modulation ANN Robust stability Artificial neural networks Five-phase Voltage control Machine vector control Equations Vector Control Pulse width modulation inverters Current control Torque control Induction machines Space Vector PWM |
| Content Type | Text |
| Resource Type | Article |
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