On-line estimation of rotor resistance of an induction motor using recurrent neural networks

Electronics Letters

Volumn 34, Issue 8, 1998, Pages 820-821

  Mayaleh, S ^a   Bayindir, N S ^a  

^a EASTERN MEDITERRANEAN UNIVERSITY   (Turkey)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; ELECTRIC RESISTANCE; ERROR ANALYSIS; NEURAL NETWORKS; ROTORS (WINDINGS); VECTORS;

RECURRENT NEURAL NETWORKS (RNN);

INDUCTION MOTORS;

EID: 11644299637     PISSN: 00135194     EISSN: None     Source Type: Journal    
DOI: 10.1049/el:19980578     Document Type: Article

References (6)

1. WADE, s., DUNNIGAN, M.W., and WILLIAMS, B.W.: 'Parameter identification for vector controlled induction machines'. Conf. Rec. IEE Control '94, Vol. 2, no. 389, pp. 1187-1192
2. DU, T., VAS, P., and STRONACH, F.: 'Design and application of extended observers for joint state and parameter estimation in high-performance AC drives', IEE Proc. Electr. Power Appl., 1995, 142, (2), pp. 71-78
3. OHNISHI, K., UEDA, Y., and MIYACHI, K.: 'Model reference adaptive system against rotor resistance variation in induction motor drive', IEEE Trans. Ind. Electron., 1986, IE-33, pp. 217-223
4. BOUSSAK, M., and CAPOLINO, G.A.: 'Recursive least squares rotor time constant identification for vector controlled induction machine', Electr. Mach. Power Syst., 1992, 20, (2), pp. 137-147
5. GABRIEL, R., and LEONHARD, W.: 'Microprocessor control of induction motors'. Proc. IEEE ISPCC, 1982, pp. 385-396
6. RAOL, J.R., and MADAHURANATH, H.: 'Neural network architectures for parameters estimation of dynamical systems', IEE Proc. Control Theory Appl., 1996, 143, (4), pp. 387-394