Speed estimation of an induction motor using Elman neural network

Neurocomputing

Volumn 55, Issue 3-4, 2003, Pages 727-730

  Toqeer, Raja S ^a   Bayindir, N Suha ^a  

^a EASTERN MEDITERRANEAN UNIVERSITY   (Turkey)

Author keywords

Elman neural network; Induction motor; Speed estimation

Indexed keywords

ESTIMATION; INDUCTION MOTORS; SPEED;

ELMAN NEURAL NETWORKS (ENN); SPEED SENSORS; VECTOR CONTROL;

NEURAL NETWORKS;

ALGORITHM; ANALYTIC METHOD; ANALYTICAL ERROR; ARTICLE; ARTIFICIAL NEURAL NETWORK; COMPUTER PROGRAM; COMPUTER SIMULATION; LEARNING; MOTOR PERFORMANCE; PRIORITY JOURNAL; SENSOR; SIGNAL PROCESSING; STEADY STATE; TASK PERFORMANCE; VECTOR CONTROL; VELOCITY;

EID: 0345688968     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0925-2312(03)00384-9     Document Type: Article

References (5)

1. B.K. Bose, Power Electronic and Drives, Prentice-Hall, Englewood Cliffs, NJ, 1986, pp. 264-276.
2. J. Elman, Finding structure in time, Cognitive Sci. 14 (1990) 179-211.
3. X.Z. Gao, X.M. Gao, S.J. Ovaska, A modified Elman neural network model with application to dynamical system identification, Proceeding of the IEEE International Conference on Systems, Man and Cybernetics, Beijing, China, October 1996, pp. 1376-1381.
4. H. Tamia, Y. Hori, Speed sensorless field-oriented control of induction machine, IEEE Trans. Ind. Appl. 29 (1) (1993) 175-180.
5. R.S. Toqeer, Design of a fast trained Neurocontroller to replace the field oriented controller of an induction motor, M.S. Thesis, Eastern Mediterranean University, 1999.