Title :
Digital prediction control of electrical drive using neural network
Author :
Braslavsky, I.Ya. ; Kostylev, A.V.
Author_Institution :
Ural State Tech. Univ., Ekaterinburg
Abstract :
The design method of predictive control systems which can be applied to control stator currents of induction motor is described. The results of application of artificial neural network predictor are presented. Simulation results are given.
Keywords :
electric current control; induction motor drives; neural nets; predictive control; artificial neural network predictor; digital prediction control; electrical drive; induction motor; stator current control; Artificial neural networks; Control systems; Delay; Digital control; Induction motors; Neural networks; Optimal control; Predictive control; Pulse width modulation inverters; Voltage; Induction motor drives; Neural network applications; Predictive control;
Conference_Titel :
Power Electronics, Electrical Drives, Automation and Motion, 2008. SPEEDAM 2008. International Symposium on
Conference_Location :
Ischia
Print_ISBN :
978-1-4244-1663-9
Electronic_ISBN :
978-1-4244-1664-6
DOI :
10.1109/SPEEDHAM.2008.4581097
