Sensorless speed identification of vector - Controlled induction drives via neural network based estimation

Electric Power Systems Research

Volumn 48, Issue 1, 1998, Pages 1-10

  Huang, Shyh Jier ^a   Huang, Ching Lien ^a   Lin, Yu Shin ^a  

^a NATIONAL CHENG KUNG UNIVERSITY   (Taiwan)

Author keywords

Induction drive; Neural network; Speed sensorless; Vector control

Indexed keywords

ELECTRIC LOADS; EQUIPMENT TESTING; MECHANICAL VARIABLES MEASUREMENT; NEURAL NETWORKS; ROTORS (WINDINGS); SENSORS; STATORS;

MODEL REFERENCE ADAPTIVE CONTROL; STATOR MEASUREMENTS; VECTOR CONTROLLED INDUCTION DRIVES;

ELECTRIC DRIVES;

EID: 0032324958     PISSN: 03787796     EISSN: None     Source Type: Journal    
DOI: 10.1016/s0378-7796(98)00072-8     Document Type: Article

References (15)

1. P. Vas, Vector Control of AC Machines, Oxford University Press, London, 1990.
2. K. Rajashekara, A. Kawamura, K. Matsuse, Sensorless Control of AC Motor Drives, IEEE Press, New York, 1996.
3. A. Abbondanti, M. B. Brennen, Variable speed induction motor drive use electronic slip calculator based on motor voltages and currents, IEEE Trans. Ind. Appl. 11 (5) (1975) 483-488.
4. R. Venkataraman, B. Ramaswami, J. Holtz, Electronic analog slip calculator for induction motor drives, IEEE Trans. Ind. Electr. Control Instrum. 27 (2) (1980) 110-116.
5. M. Ishida, K. Iwata, A new slip frequency detection of an induction motor utilizing rotor slot harmonics, IEEE Trans. Ind. Appl. 20 (3) (1984) 575-581.
6. X. Xu, D.W. Novotoy, Implementation of direct stator flux orientation control on a versatile DSP-based systems, IEEE Trans. Ind. Appl. 27 (4) (1991) 694-700.
7. T. Ohtani, N. Tada, K. Tanakb, Vector control of induction motor without shaft encoders, IEEE Trans. Ind. Appl. 28 (1) (1992) 157-164.
8. C. Schauder, Adaptive speed identification for vector control of induction motors without rotational transducers, IEEE Trans. Ind. Appl. 27 (4) (1992) 1054-1061.
9. F.Z. Peng, T. Fukao, Robust speed identification for speed-sensorless vector control of induction motors, 30 (5) (1994) 1234-1240.
10. G. Yang, T.H. Chin, Adaptive-speed identification scheme for a vector-controlled speed sensorless inverter-induction motor drive, IEEE Trans. Ind. Appl. 29 (4) (1993) 820-825.
11. M.A. El-Sharkawi, S.J. Huang, Ancillary techniques for neural network applications, IEEE Int. Conf. on Neural Networks, Orlando, FA, June 1994, pp. 3724-3729.
12. P.C. Sen, Electric motor drives and control-past, present and future, IEEE Trans. Ind. Electr. 37 (6) (1990) 562-575.
13. J. Theocharis and V. Petridis, Neural network observer for induction motor control, IEEE Control Syst. Mag. April 1994, pp. 26-37.
14. S.J. Huang, C.L. Huang, Y.S. Lin, Design of a vector-controlled induction motor drive with neural network based torque prediction, J. Control Syst. Technol. 4 (2) (1996) 139-146.
15. M.G. Simoes, B.K Bose, Neural network based estimation of feedback signals for a vector controlled induction motor drive, IEEE Trans. Ind. Appl. 31 (3) (1995) 620-629.