Self-constructing recurrent fuzzy neural network for DSP-based permanent-magnet linear-synchronous-motor servodrive

IEE Proceedings: Electric Power Applications

Volumn 153, Issue 2, 2006, Pages 236-246

  Lin, F J ^a   Yang, S L ^a   Shen, P H ^a  

^a NATIONAL DONG HWA UNIVERSITY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTERS; CONTROL SYSTEM ANALYSIS; DELTA MODULATION; NEURAL NETWORKS; PARAMETER ESTIMATION; ROBUSTNESS (CONTROL SYSTEMS); SERVOMOTORS; SIMULATION; STRUCTURAL ANALYSIS; TIME VARYING SYSTEMS; TRAJECTORIES;

DSP-BASED CONTROL COMPUTER; DYNAMIC BEHAVIORS; FIELD-ORIENTED CONTROL PERMANENT-MAGNET LINEAR-SYNCHRONOUS-MOTOR (PMLSM); MOVER; PARAMETER-LEARNING PHASES; PERIODIC REFERENCE TRAJECTORIES; SELF-CONSTRUCTING RECURRENT FUZZY-NEURAL-NETWORK (SCRFNN) CONTROL SYSTEM; SERVODRIVE SYSTEM; SUPERVISED GRADIENT-DECENT METHOD;

SYNCHRONOUS MOTORS;

EID: 33645011207     PISSN: 13502352     EISSN: None     Source Type: Journal    
DOI: 10.1049/ip-epa:20050359     Document Type: Article

References (19)

1. Wang, L.X.: ' A course in fuzzy systems and control ', (Prentice-Hall, Englewood Cliffs, NJ, USA 1997)
2. Lin, F.J., Huang, W.J., and Wai, R.J.: ' A supervisory fuzzy neural network control system for tracking periodic inputs ', IEEE Trans. Fuzzy Syst., 1999, 7, (1), p. 41-52
3. Sastry, P.S., Santharam, G., and Unnikrishnan, K.P.: ' Memory neuron networks for identification and control of dynamical systems ', IEEE Trans. Neural Netw., 1994, 5, (2), p. 306-319
4. Ku, C.C., and Lee, K.Y.: ' Diagonal recurrent networks for dynamic systems control ', IEEE Trans. Neural Netw., 1995, 6, (1), p. 144-156
5. Sun, C.T.: ' Rule-based structure identification in an adaptive-network-based fuzzy inference system ', IEEE Trans. Fuzzy Syst., 1994, 2, (1), p. 64-73
6. Lin, C.T.: ' A neural fuzzy control system with structure and parameter learning ', Fuzzy Sets and Syst., 1995, 70, (2-3), p. 183-212
7. Lin, C.T., and Lee, C.S.G.: ' Neural fuzzy system: a neural-fuzzy synergism to intelligent system ', (Prentice-Hall, Englewood Cliffs, NJ, USA 1996)
8. Juang, C.F., and Lin, C.T.: ' An on-line self-constructing neural fuzzy inference network and its application ', IEEE Trans. Fuzzy Syst., 1998, 6, (1), p. 12-32
9. Lin, F.J., and Lin, C.H.: ' A permanent-magnet synchronous motor servo drive using self-constructing fuzzy neural network controller ', IEEE Trans. Energy Convers., 2004, 19, (1), p. 66-72
10. Lin, F.J., Wai, R.J., and Lee, C.C.: ' Fuzzy neural network position controller for ultrasonic motor drive using push-pull DC-DC converter ', IEE Proc. Control Theory Appl., 1999, 146, (1), p. 99-107
11. Campolucci, P., Uncini, A., Piazza, F., and Rao, B.D.: ' On-line learning algorithms for locally recurrent neural networks ', IEEE Trans. Neural Netw., 1999, 10, p. 340-355
12. Lin, F.J., Lin, C.H., and Hong, C.M.: ' Robust control of linear synchronous servo drive using disturbance observer and recurrent neural network compensator ', IEE Proc. Electr. Power Appl., 2000, 147, (4), p. 263-272
13. Boldea, I., and Nasar, S.A.: ' Linear electric actuators and generators ', (Cambridge University Press, London, UK 1997)
14. Sanada, M., Morimoto, S., and Takeda, Y.: ' Interior permanent magnet linear synchronous motor for high-performance drives ', IEEE Trans. Ind. Appl., 1997, 33, (4), p. 966-972
15. Kempf, C.J., and Kobayashi, S.: ' Disturbance observer and feedforward design for a high-speed direct-drive positioning table ', IEEE Trans. Control Syst. Tech., 1999, 7, (5), p. 513-526
16. Lin, F.J., Wai, R.J., and Hong, C.M.: ' Hybrid supervisory control using recurrent fuzzy neural network for tracking periodic input ', IEEE Trans. Neural Netw., 2001, 12, (1), p. 68-88
17. Sankaranarayanan, S., and Khorrami, F.: ' Adaptive variable structure control and application to friction compensation ', IEEE CDC Conf. Rec., 1997, p. 4159-4164
18. Maulana, A.P., Ohmori, H., and Sano, A.: ' Friction compensation strategy via smooth adaptive dynamic surface control ', IEEE CCA Conf. Rec., 1999, p. 1090-1095
19. Lin, F.J., Wai, R.J., and Lee, C.C.: ' Fuzzy neural network position controller for ultrasonic motor drive using push-pull DC-DC converter ', IEE Proc. Control Theory Appl., 1999, 146, (1), p. 99-107