A strategy for induction motor stator flux estimation using neural networks

被引:0
作者
Aguiar, Victor P. B.
Pontes, Ricardo S. The
Braga, Arthur P. S.
de Aguiar, Jose Sergio, Jr.
机构
来源
2007 INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS, VOLS 1-4 | 2007年
关键词
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Given the importance of the stator magnetic flax in the control of speed and torque of induction machines, this paper aims at presenting an Artificial Neural Network technique for stator flux estimation. A special network configuration is proposed and simulation results are presented. The estimator results are promising in view of the new training strategy presented. An analysis is carried out which shows excellent performance within a spectral frequency range used in several applications.
引用
收藏
页码:931 / 935
页数:5
相关论文
共 10 条
[1]  
BOSE BK, 2002, MODERN POWER ELECT A, V1
[2]  
FITZGERALD AE, 2003, ELECT MACHINERY, V1
[3]  
HAYKIN S, 1999, NEURAL NETWORKS, V1
[4]   Speed-sensorless vector control of an induction motor using neural network speed estimation [J].
Kim, SH ;
Park, TS ;
Yoo, JY ;
Park, GT .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2001, 48 (03) :609-614
[5]  
KRAUSE PC, 1986, ANAL ELECT MACHINERY, V1
[6]  
LIPO TA, 1996, VECTOR CONTROL DYNAM, V1, P35
[7]  
SANTOS AS, 2003, P 17 SNPTEE SEM NACL
[8]   Direct self control of induction motor based on neural network [J].
Shi, KT ;
Chan, TF ;
Wong, YK ;
Ho, SL .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2001, 37 (05) :1290-1298
[9]   NEURAL-NETWORK-BASED ESTIMATION OF FEEDBACK SIGNALS FOR A VECTOR CONTROLLED INDUCTION-MOTOR DRIVE [J].
SIMOES, MG ;
BOSE, BK .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 1995, 31 (03) :620-629
[10]  
VAS P, 1999, ARTIF INTELL, P349