Implementation of an on-line resistance estimation using Artificial Neural Networks for vector controlled induction motor drive

IECON Proceedings (Industrial Electronics Conference)

Volumn 2, Issue , 2003, Pages 1703-1708

  Karanayil, B ^a   Rahman, M F ^a   Grantham, C ^a  

^a UNIVERSITY OF NEW SOUTH WALES   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

NEURAL MODELS; ROTOR FLUX;

BACKPROPAGATION; COMPUTER SIMULATION; ELECTRIC RESISTANCE; NEURAL NETWORKS; ONLINE SYSTEMS; ROTORS; STATORS;

INDUCTION MOTORS;

EID: 1442353382     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IECON.2003.1280314     Document Type: Conference Paper

References (10)

1. R. Krishnan and A. S. Bharadwaj, "A review of parameter sensitivity and adaptation in indirect vector controlled induction motor drive systems," IEEE Trans. Power Electronics, vol.6, No. 4, pp.623-635, Oct 1991
2. T. Rowan, R. Kerkman and D. Leggate, "A simple on-line adaptation for indirect field orientation of an induction machine," IEEE Trans. Industry Applications, vol.37, pp.720-727, July / Aug. 1991.
3. R. Marino, S. Peresada and P. Tomei, "On-Line Stator and Rotor Resistance Estimation for Induction Motors," IEEE Trans. Control Systems Technology, vol.8, No.3, pp 570-579, May 2000.
4. Byeong-Seok Lee, R. Krishnan, "Adaptive stator resistance compensator for high performance direct torque controlled induction motor drives," Industry Applications Conference 1998, Thirty-Third IEEE IAS Annual Meeting, vol.1, 1998, pp.423-430.
5. H. Sugimoto and S. Tamai, "Secondary resistance identification of an induction motor applied model reference adaptive system and its charecteristics," in Conf. Rec. IEEE-IAS Annual Meeting, 1985, pp.613-620.
6. R.Marino, S. Peresada, and P.Tomei, "Global adaptive output feedback control of induction motors with uncertain rotor resistance," IEEE Trans. Automt. Contr., vol.44, pp. 967-983, May 1999.
7. T.Matsuo, T.A.Lipo, "A rotor parameter identification scheme for vector controlled induction motor drives," IEEE Trans. on Ind. Appilcat., vol.21, pp. 624-632, May /June 1985.
8. L.C. Zai, and T.A. Lipo, "An extended kalman filter approach in rotor time constant measurement in PWM induction motor drives," in Conf. Rec. IEEE-IAS Annu. Meeting, 1987, pp. 177-183.
9. R.J. Kerkman, B.J. Seibel, T.M. Rowan and D. Schlegel, "A new flux and stator resistance identifier for AC Drive systems," in Conf. Rec. IEEE-IAS Annu. Meeting, 1995, pp. 310-318.
10. T.G. Habetler, F. Profumo, G. Griva, M. Pastorelli and A. Bettini, "Stator resistance tuning in a stator-flux field-oriented drive using an instantaneous hybrid flux estimator," IEEE Trans. Power Electronics, vol. 13, pp. 125-133, Jan. 1998.