Artificial neural networks inverse control of 5 degrees of freedom bearingless induction motor

International Journal of Modelling, Identification and Control

Volumn 15, Issue 3, 2012, Pages 156-163

  Sun, Xiaodong ^a   Zhu, Huangqiu ^a  

^a JIANGSU UNIVERSITY   (China)

Author keywords

ANN; Artificial neural networks; Bearingless induction motor; Decoupling control; Inverse system; Magnetic bearing; Modelling

Indexed keywords

DEGREES OF FREEDOM (MECHANICS); ELECTRIC MACHINE THEORY; FUZZY LOGIC; FUZZY NEURAL NETWORKS; INDUCTION MOTORS; INVERSE PROBLEMS; MAGNETIC BEARINGS; MAGNETISM; MODELS; NEURAL NETWORKS;

BEARINGLESS INDUCTION MOTOR; DECOUPLING CONTROLS; DYNAMIC DECOUPLING CONTROL; INVERSE SYSTEM; INVERSE SYSTEM METHODS; NEURAL NETWORKS INVERSE; OUTER-LOOP CONTROLLER; RADIAL SUSPENSION FORCE;

ELECTRIC MACHINE CONTROL;

EID: 84863284957     PISSN: 17466172     EISSN: 17466180     Source Type: Journal    
DOI: 10.1504/IJMIC.2012.045688     Document Type: Article

References (14)

1. Chiba, A., Akamatsu, D., Fukao, T., et al. (2008) 'An improved rotor resistance identification method for magnetic field regulation in bearingless induction motor drives', IEEE Transactions on Industrial Electronics, Vol. 55, No. 2, pp.852-856.
2. Chiba, A., Fukao, T., Ichikawa, O., et al. (2005) Magnetic Bearings and Bearingless Drives, Elsevier Newnes Press, Boston, MA.
3. Chiba, A., Furuichi, R., Aikawa, Y., et al. (1997) 'Stable operation of induction-type bearingless motors under loaded conditions', IEEE Trans. on IA, Vol. 33, No. 4, pp.919-924. (Pubitemid 127768763)
4. Fei, D.C. and Zhu, H.Q. (2005) 'Study on decoupling control of bearingless permanent magnet synchronous motors based on inverse system theory', Engineering Science, Vol. 7, No. 11, pp.48-54.
5. Hayakawa, T., Haddad, W.M. and Hovakimyan, N. (2008) 'Neural network adaptive control for a class of nonlinear uncertain dynamical systems with asymptotic stability guarantees', IEEE Trans. Neural Networks, Vol. 19, No. 1, pp.80-89. (Pubitemid 351279227)
6. He, Y.K. and Nian, H. (2003) 'Analytical modeling and feedback control of the levitation force for an induction-type bearingless motor', Proc. 5th Int. Conference on PE and DS, Singapore.
7. Liu, G.H., Su, Y.K., Zhang, H., et al. (2005) 'Decoupling control of bearingless switched reluctance motors based on neural network inverse system', Transactions of China Electrotechnical Society, Vol. 20, No. 9, pp.39-43. (Pubitemid 41443877)
8. Ooshima, M., Kurokawa, T., Sakagami, M., et al. (2004) 'An identification method of suspension force and magnetic unbalance pull force parameters in buried-type IPM bearingless motors', Extended Summary for IEEE-PES Meeting at Denver 2004 Panel Session on Super High Speed Machines, Denver, USA.
9. Salazar, A.O., Chiba, A. and Fukao, T. (2000) 'A review of developments in bearingless motors', 7th International Symposium on Magnetic Bearings, Zurich, Switzerland.
10. Sun, X.D., Zhu, H.Q., et al (2009) 'Decoupling control of bearingless permanent magnet-type synchronous motor using artificial neural networks-based inverse system method', International Journal of Modelling, Identification and Control, Vol. 8, No. 2, pp.114-121.
11. Suzuki, T., Chiba, A., Rahman, A., et al. (2000) 'An air-gap-fluxoriented vector controller for stable operation of bearingless induction motors', IEEE Trans. on Industry Applications, Vol. 36, No. 4, pp.1069-1076.
12. Zhu, H.Q., Chen, H.X., Xie, Z.Y., et al. (2006) 'Configuration and control for AC-DC three degrees of freedom hybrid magnetic bearings', 10th International Symposium on Magnetic Bearings, Martigny, Switzrland.
13. Zhu, H.Q., Chen, J.J., et al. (2009) 'Active disturbances rejection decoupling control for active magnetic bearing multivariable system', International Journal of Modelling, Identification and Control, Vol. 7, No. 1, pp.119-125.
14. Zhu, H.Q., Zhou, Y., et al. (2007) 'Decoupling control of 5 degrees of freedom bearingless induction motors using α-th order inverse system Method', Acta Automatica Sinica, Vol. 33, No. 3, pp.273-278. (Pubitemid 46703708)