The design of field-oriented control system with artificial neural network to control faulty induction motor

被引：5
|
作者：
Yatsiuk, Rostyslav [1 ]
Mamchur, Dmytro [1 ]
机构：
[1] Kremenchuk Mykhailo Ostrohradskyi Natl Univ, Vul Pershotravneva 20, UA-39600 Kremenchuk, Ukraine
来源：
PRZEGLAD ELEKTROTECHNICZNY | 2020年 / 96卷 / 09期
关键词：
induction motor; field-oriented control; artificial neural network; CIRCUITS;
D O I：
10.15199/48.2020.09.06
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：
The paper deals with development neural network controller to ensure safe and reliable operation of damaged induction motor. It was chosen field-oriented control algorithm as a basis for neural controller aimed to provide reliable control signals both for healthy and damaged motor. It was investigated different compositions of neural network model. It was received simulation results for modified field-oriented control algorithm with neural network regulator, which showed similar results comparing to original model for healthy motor, which confirms correctness of developed model.
引用
收藏
页码：30 / 33
页数：4
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