A Novel Sensorless Field Oriented Controller for Permanent Magnet Synchronous Motors
Küçük Resim Yok
Tarih
2014
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Ieee
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
In this paper, a Particle Swarm Optimization based PI controller (PSO-PI) is used for control the speed and the torque of a Permanent Magnet Synchronous Motor (PMSM) while a Model Reference Adaptive System (MRAS) based on an Artificial Neural Network (ANN) estimation mechanism is applied to estimate sensorless the speed. In order to show the capability of the proposed PSO-PI controller, it is compared with a Fuzzy-Logic PI controller and with a classical PI controller. The simulation results prove the usefulness of the proposed PSO-PI controller.
Açıklama
IEEE 23rd International Symposium on Industrial Electronics (ISIE) -- JUN 01-04, 2014 -- Istanbul, TURKEY
Anahtar Kelimeler
Permanent magnet synchronous motor, Sensorless control, Speed control, Torque control, Field oriented control, Particle swarm optimization, Artificial neural network, Model reference adaptive system
Kaynak
2014 Ieee 23rd International Symposium On Industrial Electronics (Isie)
WoS Q Değeri
N/A
