A Comparative Real-Time Speed Control of PMSM with Fuzzy Logic and ANN Based Vector Controller
Yazarlar (3)
| Makale Türü |
Özgün Makale
(Uluslararası alan indekslerindeki dergilerde yayınlanan tam makale)
|
||
| Dergi Adı | Şırnak Üniversitesi Fen Bilimleri Dergisi | ||
| Makale Dili | – | Basım Tarihi | 01-2019 |
| Cilt / Sayı / Sayfa | 1 / 1 / 123–143 | DOI | – |
| Makale Linki | https://dergipark.org.tr/en/pub/sufbd/article/546814 | ||
| UAK Araştırma Alanları |
Gömülü Sistemler
|
||
| Özet |
| This paper presents, analyzed real-time speed control of Permanent Magnet Synchronous Motor (PMSM) under constant load by using Fuzzy Logic (FL) controller and recurrent Artificial Neural Network (ANN) controller. A closed loop PMSM drive system is improved using the mathematical model of the PMSM in Matlab / Simulink. Two types of controllers are used; the first controller is the real-time FL controller and the second controller is a real-time recurrent ANN controller in terms of smoother speed response. Whole drive systems is simulated in Matlab/Simulink program. The simulation results show that the focused ANN controller produce considerable control performance compare to the FL controller on controlling speed reference variations |
| Anahtar Kelimeler |
