DocumentCode
1590854
Title
A new neural networks approach to induction motor speed control
Author
Cirstea, M. ; Dinu, A.
Author_Institution
De Montfort Univ., Leicester, UK
Volume
2
fYear
2001
fDate
6/23/1905 12:00:00 AM
Firstpage
784
Abstract
A new neural induction motor control strategy developed using VHDL and implemented in XILINX FPGA is presented. The parameters of the three-phase equivalent circuit of the motor are derived from the space vector model of the motor. The speed control strategy is discussed. The new neural controller is verified by computer simulations and practical tests
Keywords
angular velocity control; field programmable gate arrays; induction motors; machine control; neurocontrollers; parameter estimation; VHDL; XILINX FPGA; computer simulations; induction motor control; neural control strategy; neural controller; practical tests; space vector model; speed control strategy; speed estimation; three-phase equivalent circuit; Application specific integrated circuits; Digital signal processing; Field programmable gate arrays; Hardware; Induction motors; Neural networks; Programmable logic arrays; Sensorless control; Stators; Velocity control;
fLanguage
English
Publisher
ieee
Conference_Titel
Power Electronics Specialists Conference, 2001. PESC. 2001 IEEE 32nd Annual
Conference_Location
Vancouver, BC
ISSN
0275-9306
Print_ISBN
0-7803-7067-8
Type
conf
DOI
10.1109/PESC.2001.954214
Filename
954214
Link To Document