Induction motor VSS control using neural networks

IFAC Proceedings Volumes (IFAC-PapersOnline)

Volumn 15, Issue 1, 2002, Pages 13-18

  Loukianov, Alexander G ^a   Sanchez, Edgar N ^a   Felix, Ramon A ^a  

^a UNIDAD GUADALAJARA   (Mexico)

Author keywords

Dynamic neural networks; Identification; Lyapunov methodology; Nonlinear systems; Variable stucture systems

Indexed keywords

AUTOMATION; CONTROL THEORY; IDENTIFICATION (CONTROL SYSTEMS); INDUCTION MOTORS; NEURAL NETWORKS; NONLINEAR SYSTEMS;

BLOCK CONTROL; CONTROL LAWS; DYNAMIC NEURAL NETWORKS; LYAPUNOV METHODOLOGY; NEURAL NETWORK IDENTIFIERS; NONLINEAR IDENTIFICATIONS; SLIDING MODES; TRAJECTORY TRACKING;

ELECTRIC MACHINE CONTROL;

EID: 84945562424     PISSN: 14746670     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3182/20020721-6-es-1901.01073     Document Type: Conference Paper

References (10)

1. Bose, K. (1986). Power Electronics and AC Drives. Prentice Hall, Englewood Cliffs, N.J.
2. Gupta, M. M. and D. H. Rao (Eds.) (1994). Neuro-Control Systems, Theory and Applications. IEEE Press, Piscataway, N.J.
3. Ioannou, P. A. and J. Sun (1996). Robust Adaptive Control, Prentice Hall, New Jersey, USA.
4. Kosmatopoulos, E. B. et al. (1997). Dynamical neural networks that ensure exponential identification error convergence, Neural Networks, Vol. 1, No. 2, pp. 299-314.
5. Krstic, M., I. Kanellakopoulos and P.V. Kokotovich (1995). Nonlinear and adaptive control design. John Wiley & Sons, New York.
6. Kwan, CM., F.L. Lewis and K.S. Yeung (1996). Adaptive control of induction motors without flux measurements. Automatica, Vol. 32, No. 6, pp. 903-908.
7. Loukianov, A. G. (1998). Nonlinear block control with sliding mode. Automation and Remote Control, Vol. 59, No. 7, pp. 916-933.
8. Marino, R., S. Peresada and P. Tomei (1999). Global adaptive output feedback control of induction motors with uncertain rotor resistance. IEEE Trans. Automat. Contr., Vol. 44, pp. 967-981.
9. Ortega, R. and G. Espinoza-Pérez (1993). Torque regulation of induction motors. Automatica, Vol. 29, No. 1, pp. 621-633.
10. Utkin, V. I. (1992). Sliding Modes in Control and Optimization. Springer Verlag, New York.