Speed control of SR motor by self-tuning fuzzy PI controller with artificial neural network

KARAKAŞ, ERCÜMENT; Vardarbasi, Soner

doi:10.1007/s12046-007-0044-4

Speed control of SR motor by self-tuning fuzzy PI controller with artificial neural network

Atıf İçin Kopyala

KARAKAŞ E., Vardarbasi S.

SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES, cilt.32, sa.5, ss.587-596, 2007 (SCI-Expanded)

Yayın Türü: Makale / Tam Makale
Cilt numarası: 32 Sayı: 5
Basım Tarihi: 2007
Doi Numarası: 10.1007/s12046-007-0044-4
Dergi Adı: SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES
Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
Sayfa Sayıları: ss.587-596
Karadeniz Teknik Üniversitesi Adresli: Evet

Özet

In this work, the dynamic model, flux-current-rotor position and torque-current-rotor position values of the switched reluctance motor (SRM) are obtained in MATLAB/Simulink. Motor control speed is achieved by self-tuning fuzzy PI (Proportional Integral) controller with artificial neural network tuning (NSTFPI). Performance of NSTFPI controller is compared with performance of fuzzy logic (FL) and fuzzy logic PI (FLPI) controllers in respect of rise time, settling time, overshoot and steady state error.