Gray-box modeling of electric drives using recursive identification and radial basis functions

IECON Proceedings (Industrial Electronics Conference)

Volumn , Issue , 2006, Pages 1447-1452

  Aquino Lugo, Angel ^a   Vélez Reyes, Miguel ^a  

^a UNIVERSITY OF PUERTO RICO   (Puerto Rico)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; CHLORINE COMPOUNDS; CURVE FITTING; DC MOTORS; DRIVES; ELECTRIC DRIVES; ELECTRONICS INDUSTRY; EVOLUTIONARY ALGORITHMS; FEEDFORWARD NEURAL NETWORKS; INDUCTION MOTORS; INDUSTRIAL ELECTRONICS; LEAST SQUARES APPROXIMATIONS; MECHANICAL DRIVES; MODEL STRUCTURES; MODELS; NEURAL NETWORKS; PARAMETER ESTIMATION; RADIAL BASIS FUNCTION NETWORKS; RECURSIVE FUNCTIONS; TUNING; VEGETATION;

ANNUAL CONFERENCE; BLACK-BOX MODELING; CHALLENGING TASK; DC MOTOR DRIVES; DRIVE CONTROL; DRIVE SYSTEMS; FEEDBACK LINEARIZING CONTROL; LINEAR LEAST SQUARES; MECHANICAL LOADS; PARAMETER ESTIMATION ALGORITHMS; PHYSICAL LAWS; RADIAL BASIS NEURAL NETWORKS; RADIAL-BASIS FUNCTIONS; RECURSIVE IDENTIFICATION; STATIC LOADS; SYSTEM PERFORMANCES; TWO STAGES;

IDENTIFICATION (CONTROL SYSTEMS);

EID: 41349088096     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IECON.2006.348111     Document Type: Conference Paper

References (9)

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3. Y. Báez and M. Vélez-Reyes, "Two-Stage Identification of Motor Drives using Gray Box Models." In Proceedings of the North American Power Symposium, Rolla, MO, October 21-22, 2003.
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6. M. Vélez-Reyes and G.C. Verghese, "Decomposed Algorithms for Speed and Parameter Estimation for Induction Machines". In Nonlinear Control Systems Design 1992, Selected papers from the 2nd IFAC Symp., Bordeaux, France, 24-26 June 1992, Edited by M. Fliess, IFAC Symposium Series No. 7, Pergamon Press, 1993.
7. L. Ljung and T. Soderstrom, Theory and Practice of Recursive Identification, MIT Press, 1983.
8. rd Edition, Prentice Hall, 2002, pp. 505 - 550.
9. M. Vélez-Reyes and G.C. Verghese, "Subset Selection in Identification, and Application to Speed and Parameter Estimation for Induction Machines", In Proceedings of the 4th IEEE Conference on Control Applications, Albany NY, September 28-29, 1995.