New Direct Torque Neuro-Fuzzy Control Based SVM-Three Level Inverter-Fed Induction Motor

被引:8
作者
Riad, Toufouti [1 ]
Hocine, Benalla [2 ]
Salima, Meziane [1 ]
机构
[1] Souk Ahras Univ, Dept Elect Engn, Souk Ahras, Algeria
[2] Constantine Univ, Dept Elect Engn, Constantine, Algeria
关键词
Direct torque control; induction motor; neuro-fuzzy; space vector modulation; stator flux; three level inverter;
D O I
10.1007/s12555-010-0230-8
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, a novel direct torque neuro-fuzzy control (DTCNF) scheme combining with space voltage modulation (SVM) technique of a three levels inverter is presented. Using neuro-fuzzy technique, the reference space voltage vector can be obtained dynamically in terms of torque error, stator flux error and the angle of stator flux. Compared with conventional direct torque control (C_DTC), in this new technique, the ripples of both torque and flux are reduced remarkable, and switching frequency is maintained constant. Simulation results verify the validity of the proposed method.
引用
收藏
页码:425 / 432
页数:8
相关论文
共 19 条
[1]  
Ben Jabeur-Seddik C, 2005, ISIE 2005: Proceedings of the IEEE International Symposium on Industrial Electronics 2005, Vols 1- 4, P131
[2]  
BUJA G, 1997, P IEEE INT S IND EL, V1, P7
[3]  
Casadei D., 2002, IEEE T POWER ELECT, V15
[4]  
CHEN L, 2005, P 4 INT C MACH LEARN
[5]  
Depenbrock M., 1988, IEEE Transactions on Power Electronics, V3, P420, DOI 10.1109/63.17963
[6]  
GARCIA XDT, 2005, AUTOMATIKA, P73
[7]  
GE Q, 2004, P POW EL MOT CONTR C, V3, P14
[8]   A simple direct-torque neuro-fuzzy control of PWM-inverter-fed induction motor drive [J].
Grabowski, PZ ;
Kazmierkowski, MP ;
Bose, BK ;
Blaabjerg, F .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2000, 47 (04) :863-870
[9]  
HU X, 1999, PUBLICATION, V468, P334
[10]   NEURO-FUZZY MODELING AND CONTROL [J].
JANG, JSR ;
SUN, CT .
PROCEEDINGS OF THE IEEE, 1995, 83 (03) :378-406