Optimization of model reference adaptive system based speed estimation for speed sensorless control of induction motors via differential evolution algorithm
Küçük Resim Yok
Tarih
2013
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
IFAC Secretariat
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
This study proposes an optimally tuned Model Reference Adaptive System (MRAS) based speed estimator using back electromotive force (EMF) vector, which does not require pure integration. The PI (Proportional and Integral) gain coefficients in the speed estimator are optimally determined by utilizing Differential Evolution (DE) algorithm. The performance of the speed estimator is tested with both simulation and real-time experiments for a wide speed range. The obtained results verify the desired performance of speed estimation. © IFAC.
Açıklama
Committee on Adaptive and Learning Systems;Control (IFAC) - TC1.2: Technical;International Federation of Automatic;Signal Processing;TC 1.1: Modelling, Identification and;TC 2.1: Control Design
11th IFAC International Workshop on Adaptation and Learning in Control and Signal Processing, ALCOSP 2013 -- 3 July 2013 through 5 July 2013 -- Caen -- 99962
11th IFAC International Workshop on Adaptation and Learning in Control and Signal Processing, ALCOSP 2013 -- 3 July 2013 through 5 July 2013 -- Caen -- 99962
Anahtar Kelimeler
Kaynak
IFAC Proceedings Volumes (IFAC-PapersOnline)
WoS Q Değeri
Scopus Q Değeri
N/A
Cilt
46
Sayı
11 PART
