Neural network based efficiency optimization of an induction motor drive with vector control

被引：0
|
作者：
Pryymak, B [1 ]
Moreno-Eguilaz, JM [1 ]
Peracaula, J [1 ]
机构：
[1] NASU, EO Paton Elect Welding Inst, UA-03680 Kiev, Ukraine
来源：
IECON-2002: PROCEEDINGS OF THE 2002 28TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOLS 1-4 | 2002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：
In this paper an efficient optimization controller for a vector control induction motor drive is studied using a neural network. A 2-5-7-1 neural network has been designed to estimate the optimum rotor flux for the motor. The network has been trained using a complete motor loss model, taking into account the magnetic deviations of the motor parameters. Simulation results are shown to demonstrate the validity of the proposed methods.
引用
收藏
页码：146 / 151
页数：6
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