论文信息 - Direct Torque Control Using Fuzzy and Neural as Switching Vector Selector for Doubly Fed IM

Direct Torque Control Using Fuzzy and Neural as Switching Vector Selector for Doubly Fed IM

The conventional Direct Torque Control approach has some drawbacks such as high torque ripple and switching frequency, which is varying with speed, load torque and the selected hysteresis bands, this paper discuss the application of neural network and fuzzy logic on DTC of Doubly fed induction motor DFIM, the proposed techniques having the advantages of low torque and flux ripples. Simulation results emphasize the good performance of the fuzzy and neural techniques.

Mohamed Seghir Boucherit | F. Hamidia | A. Larabi

[1] Mohammad Reza Zolghadri,et al. Effects of the flux value on the torque ripple of the direct torque controlled induction motor drives determination , 2003, The Fifth International Conference on Power Electronics and Drive Systems, 2003. PEDS 2003..

[2] Amel Abbadi,et al. Fuzzy direct torque controlled Permanent Magnet Synchronous, Doubly Fed and Induction Motors , 2013, 2013 10th IEEE INTERNATIONAL CONFERENCE ON NETWORKING, SENSING AND CONTROL (ICNSC).

[3] Bin Wu,et al. High-Power Converters and ac Drives: Wu/High-Power Converters and ac Drives , 2006 .

[4] A. Menacer,et al. The use of the Direct Control of Stator Flux and Kalman Filter for the Direct Torque Control of Induction Machine , 2014 .

[5] Bimal K. Bose,et al. Modern Power Electronics and AC Drives , 2001 .

[6] D. Boudana,et al. Direct Torque Control Strategy (DTC) Based on Fuzzy Logic Controller for a Permanent Magnet Synchronous Machine Drive , 2009 .

[7] Majid A. Alwan. Online Tuning of Stator Resistance in DTC Drive Based on Wavenet Theory , 2011 .

[8] I. Takahashi,et al. High-performance direct torque control of an induction motor , 1989 .

[9] Bin Wu,et al. High-Power Converters and AC Drives , 2006 .