TY - GEN
T1 - NEURAL NETWORK CONTROL SCHEMES FOR INDUCTION MOTOR DRIVE SYSTEMS
AU - Abd El-Halim, Ahmed F.
AU - Yousef, Hasan A.
AU - El-Genaidy, Medhat M.
N1 - Publisher Copyright:
© 2004 IEEE.
PY - 2003
Y1 - 2003
N2 - This paper presents three control schemes for induction motor drive. The first scheme is the model reference neural network controller for field oriented induction motor model The second scheme uses a simplified induction motor model along with the model reference neural network controller and after that the same controller will be applied for the field oriented induction motor model to show the validity of the simplified model. The third scheme relies on input-output feedback linearization neural network control. Simulation results for the three control schemes are given to show the effectiveness of the proposed controllers.
AB - This paper presents three control schemes for induction motor drive. The first scheme is the model reference neural network controller for field oriented induction motor model The second scheme uses a simplified induction motor model along with the model reference neural network controller and after that the same controller will be applied for the field oriented induction motor model to show the validity of the simplified model. The third scheme relies on input-output feedback linearization neural network control. Simulation results for the three control schemes are given to show the effectiveness of the proposed controllers.
KW - AC drives
KW - Feedback liberalization
KW - Neural Network Control
KW - Neural Network Identification
UR - http://www.scopus.com/inward/record.url?scp=72449209972&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=72449209972&partnerID=8YFLogxK
U2 - 10.1109/MWSCAS.2003.1562476
DO - 10.1109/MWSCAS.2003.1562476
M3 - Conference contribution
AN - SCOPUS:72449209972
T3 - Midwest Symposium on Circuits and Systems
SP - 1055
EP - 1058
BT - Midwest Symposium on Circuits and Systems
A2 - Hamdy, Nadder
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 46th IEEE International Midwest Symposium on Circuits and Systems, MWSCAS 2003
Y2 - 27 December 2003 through 30 December 2003
ER -